MANAGEMENT INFORMATION SYSTEMS AND STUDENT PERFORMANCE. “A CASE STUDY OF KAMPALA INTERNATIONAL SCHOOL UGANDA” Submitted to ROBERT BUGA F17/79 In partial fulfillment of the requirements For the award of the degree Of Masters Degree in Business Administration In (Information Technology) Under the guidance of Dr. Tom Nsubuga BONAFIDE CERTIFICATE This thesis entitled “MANAGEMENT INFORMATION SYSTEMS AND STUDENT PERFORMANCE. “A CASE STUDY OF KAMPALA INTERNATIONAL SCHOOL UGANDA” Prepared and submitted by ROBERT BUGA in partial fulfillment of the requirement for the degree of MASTER OF BUSINESS ADMINISTRATION IN INFORMATION TECHNOLOGY HEAD OF DEPARTMENT HEAD OF FACULTY Date signed Date signed INTERNATIONAL BUSINESS, SCIENCE AND TECHNOLOGY UNIVERSITY Plot 11a, Rotary Avenue, Lugogo Bypass Kampala, Uganda II DECLARATION I Buga Robert, declare that the entitled “MANAGEMENT INFORMATION SYSTEMS AND STUDENT PERFORMANCE. “A CASE STUDY OF KAMPALA INTERNATIONAL SCHOOL UGANDA” is my personal work and according to the best of my knowledge, it has never been submitted to any University or Academic Institution for academic award. Signature …………………………………….. Buga Robert Date …………………………………………… III DEDICATION I dedicate this research report to the Lord God almighty, creator of Heaven and Earth who in his infinite wisdom has been my stronghold and anchor and has lavished me with such love and blessings and has been my ever present help in times of need and plenty. I also dedicate this to my wife Olive Buga who has been my biggest cheerleader and has encouraged me through this whole process and also been a shoulder to lean on whenever the going got tough. To my children as a sign that nothing is impossible and for also understanding that there were times when they needed me and I was not there but their love for me did not grow cold. To my father who showed me how important education was and though he is not around, I know he would be proud that I made the decision to go back to school and to my mother who encouraged me throughout my life and of course not forgetting my siblings and friends. IV BIOGRAPHICAL SKETCH The author, Robert Buga was born to the late John Wilson Buga who and Rebecca Buga on 17th November 1977 and grew up in Makerere University where his father worked as a lecturer in the Department of Psychiatry at the Makerere Medical School. He went to Bat Valley Primary school for his primary education from P1-P7 in the years 1983-1990. He later joined St. Joseph’s College Ombachi in 1991 for his Ordinary Level education which in completed in 1994 after senior 4. He join Katikamu SDA in 1997 for his A level and completed in 1997. In 1997, he was admitted to Makerere University for a BA Arts degree in Geography, Environmental Studies and French for Beginners. He graduated from Makerere University in 2001. During the time he was studying at Makerere, he joined a computer company called Computer Ware Distributors Ltd as a sales advisor and grew in rank to become a graphics and website designer. He then joined Afronet in the same capacity before joining Excite ltd from where he joined the Institute of Computer Science in Makerere as a Web Administrator. Later he became a short course instructor on top of his role as a web Administrator and Graphics designer. When the Institute became a Faculty, he was asked to become the Short Course Coordinator a position he held until 2007 when he joined Kampala International School Uganda as a teacher and head of IT. He is still employed by Kampala International School Uganda as the Head of IT and Network Manager as well as being a teacher and IB examiner. In 2017 he enrolled in ISBAT University to pursue a Master’s degree in a Master’s Degree in Business Administration specializing in Information Technology. The author is married with three children. V ACKNOWLEDGEMENT Special thanks go my Supervisor, Dr. Tom Nsubuga whose guidance and time ensured that I was able to complete this research in time and with quality. I also wish to acknowledge that he went over and beyond the call of duty to ensure that I understood what I was doing and learned from the process My parents who ensured that I got the best education they could accord me at the time and always encouraging me not to give up on anything that I set my mind to. To my workmates at Kampala International School Uganda especially the school heads who contributed to my tuition and gave me time off to attend class, complete my tests and exams and to my colleagues who covered my lessons while I was away studying and doing assessments. Appreciation further goes to all my friends and classmates with whom we tallied together and learned from each other and also encouraged each other. You certainly made some of the stressful days less stressing. I would also like to thank my wife Olive Buga who now I know was brought into my life for moments like this because each day I came back home from school, she was there to encourage me and lift me. Above all, I thank the Almighty God because he is God and besides him, there is no other. VI Table of Contents DECLARATION III DEDICATION IV BIOGRAPHICAL SKETCH V ACKNOWLEDGEMENT List of acronyms VI VIII ABSTRACT IX CHAPTER ONE 1 INTRODUCTION 1 CHAPTER TWO Error! Bookmark not defined. LITERATURE REVIEW Error! Bookmark not defined. CHAPTER THREE 34 RESEARCH METHODOLOGY Reliability and Validity CHAPTER FOUR 35 38 RESULTS AND DISCUSSION CHAPTER FIVE 34 38 52 SUMMARY, CONCLUSION AND RECOMMENDATION References 52 57 APPENDENCES 61 SELF-ADMINISTERED QUESTIONNAIRE FOR EMPLOYEES 61 APPENDIX A 65 VII List of acronyms MIS: Management Information Systems CAT: Cognitive Assessment Test KS: Key Stage KISU: Kampala International School Uganda IT: Information Technology SLT: Senior Leadership Team SAQ: Self-Administered Questionnaire SPSS: Statistical Package for Social Sciences VIII ABSTRACT The continued increase in the use of Information systems in schools has significantly changed the manner in which schools operate and communicate. Information technology and information systems play a crucial role in the present knowledge based economy and is applied in a wide range of areas in several schools. This study therefore sought to bridge this pertinent gap in literature by establishing the role of management information systems on student performance as case study of Kampala International School in Uganda. The objective of the study was to establish the role of management information systems on Students performance. Specifically the study sought to find out the examine the effect of application of management information system on attendance of students in Kampala International School Uganda, Identify the extent to which management information system solve results attainment at Kampala International School Uganda, Determine how the varied effects (e.g. computer and related equipment) of management information system affect students Grades at Kampala International School Uganda. The target population of this study was all employees, management and directors of Kampala International School Uganda. The students which are the units of analysis and which constitute the population of study are 108 students. Stratified random sampling was used. Within each school three strata was created of employees, management and students. Within each stratum, simple random sampling was used to identify individual respondents. The target and accessible population was large and greater than ten thousand and hence the study used a sample of at least 390 respondents. Primary information was gathered by use of a 5likert scale questionnaire coupled with informal interviews that were guided by the questionnaire. Information was sorted, coded and input into the statistical package for social sciences IX (SPSS) for production of graphs, tables, descriptive statistics and inferential statistics. The study findings indicated that the role of management information system was statistically significant in explaining the students’ performance in Kampala International School Uganda. The study concluded that intensive usage of management information systems in Kampala International School Uganda generally increases the efficiency of doing homework and other services, shortening the time to get to grades, reducing absents, decreasing the attendance. X CHAPTER ONE INTRODUCTION BACKGROUND Schools rely on Management Information System to complete statutory requirements like school numbers and School Work Force (SWF) census and however it is questionable whether they make the most of the data school hold. (Fisher, Management Information Systems and school development 2017) In 2016, NESTA a UK organization, explored this topic further and reported that while the UK was leading the way in areas like opening up government data, the education sector had made limited progress by comparison, despite the vast amounts of data that was being collected in school day in and day out. (Stokes 2016) The values that learners derived from school years ago is not the same as it is today. Today many learners expect more from schools. Parents expect teachers and school administrators to give them more reports concerning their children and learners want to keep track of what they are learning and progressing without having to visit any office for this information. Because of these pressures, schools have had to think hard and implemented systems that can collect this information and present it to the interested parties in such a way that everyone get the bits that concern them the most. At the forefront of these systems, is the understanding that the systems will bring about improvement in attendance, grades and results of learners but are they? “Today, most of the higher education institutions are looking for an optimum distribution of resources and services to yield maximum benefits to students, teachers, and the management alike. In this world of ballooning educational demands, Management Information System (MIS) is just what these institutions need to propel their progress in the right direction.” (Korde 2018) At the forefront of all these systems is data. It plays such a critical role that schools and institutions are now compelled to include data in their reporting. The U.S. Department of Education had to provide support for improvements in the quality of state data to enable longitudinal analysis of student data and linkage between student outcomes and other education system variables. (Barbara Means 2010) Information technology usage in Uganda is not wide spread largely because of the cost of MIS. While many schools use some form of technology, it is more for clerical functions than for managing student information and assessment. (Ronald Bisaso 2014) In Uganda, not many schools have implemented Management Information Systems in their structure although there is some form of technology that is used mainly for clerical work and management of students’ records to an extent. The extensive use of Management Information Systems is mainly seen in the more affluent schools that can afford to deploy such systems but also those that have the capacity to understand the functionalities of these Information Systems. This study pegs its focus on Management Information Systems and Student performance in Kampala International School Uganda (KISU). Kampala International School Uganda offers an international education to students between 2 and 19 years of age. The school was established in 1993. Current enrolment is around 600 and is increasing steadily. Students come from almost 60 different nations and, depending on the family’s contracts and nature of their work, stay in Uganda for varying lengths of time. The school is privately owned 2 with an Advisory Board of Governors and the Director manages the day-to-day running of the school. The school was formerly known as Kabira International School and moved to its present site in September 2008. It is centrally located in Kampala and is situated on 14 acres of land. It has been purposely built to accommodate over 1000 students, increasing in line with the development of Kampala and Uganda. There are four science labs, three computer labs, three practice music rooms, three performance areas, and indoor gym, outdoor basketball court, a 25m eight-lane competition pool, two libraries, five acres of playing fields and smart boards in most classrooms. (Kampala International School Uganda n.d.) At the centre of everything that KISU does are the guiding statements which define what the school is about. There are 10 guiding statements that support the mission of the school which is “Educating Today’s Children for Tomorrow’s World”. The guiding statements are: A learning community that cares about all of its stakeholders but puts the interest of children front and Centre, a learning community that develops resilient and self-confident learners, a learning community that is enriched by, and celebrates, its internationalmindedness, a learning community that nurtures intellectual curiosity in its learners, a learning community that encourages students and teachers alike to be reflective critical thinkers, a learning community that values breadth of knowledge as well as depth of understanding, a learning community that consciously sets out to develop the whole person, not just the learner, a learning community that cultivates highly effective communicators, a learning community that fosters students who are creative, critical and analytical thinkers, a learning community that promotes values, principles and behaviours that ensure students become valuable members of, and leaders for, “tomorrow’s world”. (Lang 2018) 3 KISU is part of the group of companies under the Ruparelia Group that is a collection of companies owned by Dr. Sudhir Ruparelia and family. KISU is located in the Bukoto area off Old Kira road. In the guiding statements of the school, the one thing that stands out is the emphasis on learning because the school believes that is has an inherent mandate to educate and train learners and as such will invest in tools, applications and systems that allow it to fulfill that mandate. Therefore, to deliver on this mandate and ensure that student performance improves, the school has invested in various information systems like EdAdmin, Managebac and Cat4 to manage student data, records and performance both in the short term as well as in the long run. In December 2018, KISU had to come up with a policy on attendance as it was discovered that attendance played a critical role in the progress of a learner. The school recognizes that excellent attendance rates at school are essential to a child being able to make good progress. Research (UK Dept. for Education report of 2013-14: “Links between absence and attainment at KS2 and KS4”) shows clearly, and in ways that are statistically robust, that even relatively modest amounts of absence from school have a significantly negative impact on learning and progress. (Board 2012). Because attendance is a critical element of the school culture now, Edadmin a school Management system was put in place in 2012 by the then Head of Secondary Phil Rogers to ensure that all students were accounted for each day of the school. The system allows the form tutor to take attendance of their class first thing in the morning when the students report and when they report late, they are required to go to the school offices to ensure they are registered as being present but late or absent. Thereafter, attendance is taken in each 4 lesson they attend. At the end of the term and year, the system generates an overall percentage of attendance or absenteeism which can be factored into the overall grade and comments of the student. In the recent years, the school has invested in CAT4 which is a diagnostic assessment that is designed to help students and their teachers understand how they learn and what their academic potential might be. (GL Assessment n.d.). CAT4 ensures that students are tracked but more importantly that they reach their potential as mapped by the tests. This is to ensure that teachers stretch the students to their abilities but also that students study subjects relevant to their abilities and interests. Similarly the IB (International Baccalaureate) use Managebac to manage everything to do with their learning, assessment and reporting. Managebac is the leading online learning platform for IB world schools. ManageBac enables efficient curriculum planning, assessment and reporting, while eliminating paperwork and enhancing communication to parents and students (Group n.d.) STATEMENT OF THE PROBLEM In this turbulent era, organizations strive to improve their competitiveness by enhancing productivity, innovation, quality and flexibility of services at the individual and organizational levels. Under this pressure, the organization’s information processing capabilities are challenged by additional and diverse demands, such as speed and reliability. Despite the fact that management information system with its varied and interesting affects (e.g. computers and related equipment) revolutionize management, provide answers to its problems and add a large new innovation to the organization yet a lot of schools are still ineffective in their operation. 5 OBJECTIVES OF THE STUDY The purpose of this study is to evaluate the effect of management information system on students’ performance. Specifically, the study is to: Examine the effect of application of management information system on attendance of students in Kampala International School Uganda. Identify the extent to which management information system solve results attainment at Kampala International School Uganda. Determine how the varied effects (e.g. computer and related equipment) of management information system affect students Grades at Kampala International School Uganda. RESEARCH QUESTIONS This study is to be guided by the following research questions: What is the effect of application of management information system on attendance of students in Kampala International School Uganda? To what extent to which management information system solve results attainment at Kampala International School Uganda? How the effect of management information system affects students Grades at Kampala International School Uganda? 6 SIGNIFICANCE OF THE STUDY The significance of the study lies in the importance of management information systems on the students’ performance at Kampala International School Uganda, and its role in providing the appropriate data and information both internally and externally in order to support management function, giving advanced solutions for teachers, helping administrators to take correct decision in a large margin, improve the administrative level in students’ performance. From the result of the study, the extent to which management information system techniques have been utilized in the School and how far this has affected the overall students’ performance of the school will be determined. It is expected that the result of the study will enable the school in particular Kampala International School Uganda to achieve its desired objectives (Students satisfaction). This study will be of great benefit to students, investment analyst, government agencies, academics, private and public sectors, as it will add to the body of literature in the relevant future study. SCOPE OF THE STUDY This work is aimed at examining the impact of management information system on students’ performance using Kampala International School Uganda as the case study. The study looked at how information technology might be used for competitive advantage in this school in improving their academic performance. LIMITATION OF THE STUDY The limitations which include unavailability and inaccessibility of relevant data and material necessary for carrying out this study. Another is the unwillingness on the part of the respondents to give adequate and correct information necessary to carry out the work. 7 1.8 THEORETICAL FRAMEWORK The study was guided by the Systems Theory, Systems theory was originally proposed by Hungarian biologist Ludwig von Bertalanffy in 1928, although it has not been applied to organizations until recently (Kast and Rosenzweig, 1972; Scott, 1981). The foundation of systems theory is that all the components of an organization are interrelated, and that changing one variable might impact many others. Organizations are viewed as open systems, continually interacting with their environment. They are in a state of dynamic equilibrium as they adapt to environmental changes. Senge (1990) describes systems thinking as: understanding how our actions shape our reality. If I believe that my current state was created by somebody else, or by forces outside my control, why should I hold a vision? The central premise behind holding a vision is that somehow I can shape my future, Systems thinking helps us see how our own actions have shaped our current reality, thereby giving us confidence that we can create a different reality in the future. A central theme of systems theory is that nonlinear relationships might exist between variables. Small changes in one variable can cause huge changes in another, and large changes in a variable might have only a nominal effect on another. The concept of nonlinearity adds enormous complexity to our understanding of organizations. In fact, one of the most salient argument against systems theory is that the complexity introduced by nonlinearity makes it difficult or impossible to fully understand the relationships between variables. 8 Figure 1 Conceptual Framework Independent Variable Dependent Variable Management Information System Students Performance Accurate Timely Relevant Convenient Attendance Results Grades Moderating Variable Ease of Use Technology Used Aid of Tutor Source: Developed by Author based on Pittman, (2018), Liu et al, (2017), Fisher, (2015), Hammes 1.9 OPERATIONAL DEFINITION OF KEY TERMS Management information system: It is a system that stores and retrieves information and data, processes them and present them to management as information to be used in decision making. Accurate: correct and complete data. Timely: produced in time for its intended use. Relevant: both to context and to subject. Sufficient: for the purpose for which it is generated. Worth its cost: an appropriate relationship must exist between the cost of the information and its value. 9 CHAPTER TWO LITERATURE REVIEW 2.1. Introduction This chapter presents a critical review of the research work that was done by various scholars in the field of Management Information System and Students Performance a case study of Kampala International School Uganda. 2.2. Concept of Management Information System and its benefits Management information systems are formal systems for presenting management with timely and suitable information necessary for decision making (Leonardi and Bailey, 2018). The system gives information on the past, present and project future and on related developments inside and outside the organization (Baccarini, 2019). It may be described as an integrated and organized system for collecting relevant data, transforming it into correct information and providing the same to the concerned executives. The main purpose of Management Information System is to “provide the right information to the right people at the right time” (Gray, 2017). The ideas of management information systems were formed to counteract such inefficient development and productive use of the computer. Management Information System concepts are crucial to efficient computer use in business and schools. When a system gives information to people who are not part of the managerial staff, then it will not be viewed as part of a Management information system (Belassi and Tukel, 2016). Such a system, while it may contain similar interfaces as Management Information System, is not a part of it. Examples of such systems are salary acknowledgments and excise duty statements. Generally, Management Information System deals with 10 information that is systematically and routinely collected in accordance with a well-defined set of rules (Spathis et al., 2017). Furthermore, Management information system is a part of the formal information network in an organization. Information that has great managerial planning importance is seldom obtained at golf courses. However, this information is not part of Management Information System, but “one-shot market research data accumulated to measure the full potential of a new product does not come within the goal of a Management information system by our definition, seeing as such information which is systematically retained is not collected on a regular basis” (Belassi and Tukel, 2016). Frequently, the information provided by a Management Information System helps managers/ teachers in making planning and control decisions (Jorgenson, 2019). Each company/ school or organization, in order to function properly, must be able to execute particular operations, “whether it is a wholesaler or car manufacturer or who has to provide water to its area of jurisdiction” (Wu and Lee, 2017). All these operations need to be accompanied by meticulous planning, meaning the car manufacturer must decide on the type of car and the wholesaler should determine which pumping period to install for the five-year period (Gray, 2018). Also, a company or organization must control the operations according to the plans and targets developed in the planning process (Jorgenson, 2019). The car manufacturer must make decisions to improve the deviation or revise his plans. On the other hand, similarly, the wholesaler must determine the impacts that his commissions have had on sales and make decisions to fix conflicting trends (Wu and Lee, 2017). Management information systems take care of planning and control (Leonardi and Bailey, 2018). Elaborate systems exist for information that assists operations. 11 The car manufacturer will hold a system for presenting information to the workers on the shop floor concerning the job that needs to be performed on a particular quantity of material. There may be route sheets, which accompany the rate materials and components in their movement through various machines (Lewis, 2014). This system provides only the information to support operation. It has no managerial decision-making significance. It is not part of a Management Information System If, however, the system does provide information regarding productivity, rejection rates or machine utilization, meaning that the system is part of a Management information system. Management information system, which is defined as the development and use of information system that help businesses/ schools achieve their goals and objective. This definition has three key elements: development and use, information system, and business/school goals and objectives (kroenke, 2011). A system is a group of component that interact to achieve some purpose, an information system (IS) is a group of component that interact to produce information. A model of the components of an information system: computer hardware, software, data, procedures and people (kroenke, 2011). These five component are present in every information system, for example, when you use a computer to write a report, you are using hardware (the computer, storage disk, keyboard, and monitor), software (word, or other word-processing program), data (the words, sentences, and paragraphs), procedures (the methods you use to start the program to enter, save and back up), and people (you). What is information? Information is knowledge derived from data, whereas data is defined as recorded fact or figures (kroenke, 2011). Turban mentions some characteristics of information quality (Turban and Volonino, 2010): Accurate: correct and complete data, 12 Timely: produced in time for its intended use, Relevant: both to context and to subject, Sufficient: for the purpose for which it is generated, Worth its cost: an appropriate relationship must exist between the cost of the information and its value. Information Technology and Information System, Information technology and information system are two closely terms, but they are different. Information Technology (IT) refer to the products, methods, inventions, and standards that are used for the purpose of producing information, IT pertains to the hardware, software, and data components, Whereas information system (IS) is an assembly of hardware, software, data, procedures, and people that produces information (Laudon, 2013). Types of Management Information System, Management information systems provide a competitive advantage when the system supports the goals of the school/organization (Jorgenson, 2019). Most school /organizations are structured functionally, and systems are classified as Accounting management information systems, financial management information systems, manufacturing management information systems, Marketing management information systems, Human resources management information systems. When it comes to accounting Management Information System, all accounting reports are distributed by all accounting managerial levels. The management of the information that at the accounting department is one of the most viral factors in determining the efficiency and the department (Leonardi and Bailey, 2018). The information that gathers included the invoice, account document, payment, draft, banking document, etc. (Wong et al., 2019). The information is usually arranged and manage by computer system compare to the human power which written down in black and white. The software and system used for the accounting management were the UBS system, Structured Query Language (SQL) 13 system and other associated systems that can manage the accounting information files (Jorgenson, 1989). The system using the SQL system especially is the most suitable system to maintain and reorder the accounting department information. The information that is gathered mixed or not in order is easily recognized by the system and determine the detail and type it used to be (Spathis et al., 2017). In the accounting department, the information is an important element that running the operation of the department (Liang et al., 2007). The accounting department is also depending on the information as well as another department that relies on it in the other way around (Baccarini, 1999). It is also vital that the accounting department provides the right and accurate information to the organization and other departments. The prediction and authenticity of the information decide the future of the organization. Another type, the financial management information system presents financial and economic information to all business and financial managers within an organization including the chief financial officer (Leonardi and Bailey, 2018). The chief financial officer analyzes historical and current economic activity, projects future financial needs, and controls and supervises funding using the information developed by Management Information System department (Wong et al., 2009).The information that has for the financial department will determine the budget and the planning for the organization (Lewis, 2004). In establishing or the development and growth of the company, the collected financial and economic information will define the volume of the organization. The collected information also demonstrates the company’s financial situation concerning growth and development. In order to make sure the security of the information of the organization, the information is well kept and in choosing for the ordinate for the financial 14 department, only those who are qualified will be selected (Baccarini, 1999). The information systems cost assessment is a crucial management concern. An estimate aids in determining individual proposals, to schedule their growth, to supervise and control their advancement, and to assess estimators and implementers. In manufacturing management information systems more than any functional domain, operations have been influenced by notable technological improvements. Manufacturing processes have changed as a result. Inventories are granted in so that considerable amounts of money are not spent for warehousing huge inventories (Liang et al., 2007). In some cases, raw materials are even prepared on railroad cars waiting to be directly sent to the factories, thus eliminating the need for warehousing. The current input subsystem of the companies relies profoundly on information systems in order to function efficiently and productively. Input subsystems ensure raw material, assemblies and subassemblies from various and indirect sources based on the just-in-time (JIT) philosophy (Baccarini, 1999). A marketing management information system maintains managerial activity in the field of product advancement, pricing decisions, promotional efficiency, and sales forecasting. Furthermore, marketing systems rely on external data sources which include customers and competition. The collected information is also important to define various marketing strategies. We classify the role of information systems in a firm in order to analyze the influence of information systems on companies and organizations, also determining the amount of impact modern IT has on the company’s cost structure, and examining how these effects result in changes to different properties of the company or organization, from a perspective of agency theory and transaction cost economics (Spathis et al., 2007). 15 Furthermore, information systems are utilized to examine the global business environment and conditions, presenting the organization or company with valuable feedback concerning business possibilities, market, and consumer demographics as well as cultural and political information (Lewis, 2004). This kind of feedback is crucial for forming and completing marketing and business strategies that equal organizational strengths with environmental opportunities. Also, information systems link and coordinate the different operations of the organization globally facilitating overall internal efficiency (Baccarini, 1999). Information systems are crucial for the management of quality assurance systems and the assessment of the environmental influence of alternative packaging materials. Automated warehousing and distribution world, of course, be impossible without significant investments in information systems (Hjelt and Bj̈ ök, 2007). According to Gray (2000), human resources management information systems are occupied with activities related to all managerial levels, workers, and other individuals employed by the company. Because the personnel function refers to all other business areas, the human resources management information system represents an invaluable part in guaranteeing organizational success (Spathis et al., 2007). Activities performed by the human resources management information systems include workforce analysis and planning, hiring, training, and job assignments (Hjelt and Bj̈ ök, 2007). The role of information in decision-making cannot be overemphasized; and effective decision-making demands accurate, timely and relevant information. As the number of students, customers and transaction increases in an organization, the more it becomes multifaceted, and the information needed for effective management, planning, decisionmaking and control invariably becomes more complex. Decision-making is the task of 16 every top management in an organization and they need relevant and timely information to assist in making decisions. According to Lucey (2005), relevant information increases knowledge, reduces uncertainty and is usable for the intended purpose. Although information does not serve as an alternative for good management, conversely management cannot be good without adequate information. Laudon (2006) defined information systems as a set of interrelated components that collect, process, store, and distribute information to support decision-making, coordination, and control in an organization. In addition to supporting decision-making, coordination, and control, information systems may also help managers and workers analyze problems, visualize complex subjects, and create new products. The information needs of modern organizations have become enormous and challenging to the extent that every organization needs to pay great attention to how information is gathered, stored, disseminated and utilized. This situation has arisen because of factors such as increased organizational size, expanded operational scope, competitive influence and overall environmental vagaries. Today’s organizations require tools to support quicker and automated decisions, as well as ways to minimize uncertainly; only an effective management information system can ameliorate this challenge (Agwu, Adeola, Etefia & Ogwu, 2010). The term management information systems, popularly abbreviated as MIS according to Lucey (2005) has become synonymous with computer; yet, both concepts are not exactly the same because management information systems existed in the life of pre modern organizations long before the advent of the computer technology. This argument is substantiated by the fact that computer was not in use when organizations kept records using traditional and manual mechanisms to manage information. It is important though to 17 pinpoint that the computer takes credit for increased interest in management information systems because it eases and facilitates data processing as well as adds new vistas of interesting career options in MIS (Ottih, 2005). With faster access to needed information through MIS, managers are able to make effective and timely decisions regarding investments, employment, new products and many more as it concerns their organizations. By decision - making, we refer to the process of choosing certain lines of action from among numerous alternatives. Decisions are basically an integral chunk of management and it occurs in every level (for example top management, middle management and lower management) and in every function (marketing, accounting, human resources, and production) (Lucey, 2005). The effectiveness or otherwise of any organization is dependent on the quality of decisions that informs its operation. If decisions are right, it translates in positive organizational outcomes, but where organizational activities are executed in conditions of poor decisions resulting from insufficient or inaccurate information, such organization could be doomed. This is why decision making is a major determinant of organization’s success or failure. As a key consideration, Management Information Systems is a highly complex and delicate arena that calls for a lot of caution to be taken by its managers. It is for this reason that it is recommendable for organizations to ensure that they carefully select the individuals who are placed to control the systems. The more cautious and professional a person is, the better the person gets an assurance of positive prospects of a MIS with regards to decision making and other related areas of business (Lingham, 2006). Having clearly delineated that, what then are some of the scholarly arguments, facts, opinions and observations made by various macroeconomists with regards to the roles of 18 Management Information System in improving decision making? MIS provides a fitting platform for good decision making (Kumar, 2006). Essentially, without the established systems of getting information in MIS, it would be extremely difficult for organizations to make their decisions. This is because they would be forced to making baseless information due to the lack of confirmed information. Moreover, MIS normally lays a firm foundation for the establishment of concrete decisions through its systematic tools, timely information and adequate managerial policies and regulations. Management information Systems statutes regarding businesses act as guidelines to business owners when making critical decisions about their businesses. As a result, managers and key decision makers are bridled from overstepping their boundaries or exceeding their business mandate. This is very crucial as it helps in keeping businesses checked and balanced thus ensuring that only proven decisions are considered while the untried ones are thwarted. More importantly, the capacity to guide decision-making facilitates progress and improvement of the operations in a company (Lingham, 2006). In addition, most MIS programs are endowed with the capacity to give real-time updates of the occurrences in company or system. By real-time, scholars simply refer to immediate updates of occurrences in a system. These immediate updates help managers to take necessary actions as soon as is deemed appropriate especially during the discovery and management of crises. This augments progress and improvement in company operations through timely decision-making. This is important for companies in the modern-day generation where any slight lapse indecision making can lead to very huge losses (Allen, Heurtebise & Turnbull,2010). Management information systems are very elemental improving company securities(Davenport & Short, 2008). For example, in many instances, 19 most management information systems can be easily programmed by the owner to conduct certain actions at certain times. In effect, managers can program the system to perform certain routine checks which can help in improving efficiency of a company through easy discovery of bugs or problems. Furthermore, the programmability of most MIS saves a lot of priceless time and resources for owners. In other words, through programmability, business managers can program the systems to automatically discover certain deficiencies and even solve them. Consequently, the manager or system operator can use the time and resources he/she would have used in monitoring or fixing problems for other key uses. By routinely programming a Management Information System, the business is bound to make positive progress since time and resources can be easily channeled into rightful business paths (Allen et al., 2010). As a fundamental point, a good number of MIS used today can perform multiple tasks all at the same time. This potential to multitask increases efficiency in a company since several business operations can be conducted simultaneously. With special regards to decision making, the capacity to multitask ensures that decisions are made speedily when compared to those systems which can only handle one task at a time. Jahangir (2005) stated that some MIS allow multiple users to access the same content all at the same time without any discrepancies. This potentiality boosts accountability from the business operators since multiple people can access a particular content and verify whether they are consistent or whether they are not. As a matter of fact, most organizations tend to suffer due to poor accountability from those charged with the mandate to manage certain details. This safeguard action of some MIS is what macroeconomists refer to as the “gate-keeping” role of MIS in decision-making and overall well-being of the organization. A good number of MIS play the role of record keeping or institutionalization of data bases 20 that can easily keep confidential or invaluable information. In essence, decision making often calls for the reading of certain past work (Jahangir, 2005). This is where recordkeeping comes in handy. On the flipside, databases normally function towards providing future places of information retrieval. Principally, the record keeping and data-basing tool of MIS definitely ensures that decisions are made viably while businesses run smoothly. In contributing to the arguments regarding the role of MIS in improving decision making, Rhodes (2010) also adds that management information systems give managers quick access to information. This can include interaction with other decision support systems, information inquiries, cross-referencing of external information and potential data mining techniques. These systems can also compare strategic goals with practical decisions, giving managers a sense of how their decisions fit organizational strategy. With the development of information systems (IS) and information technologies the use of information sharing and decision-making is growing at a very fast pace. Information Technology solutions are no longer likely to provide strategic advantage, but imply the business basics. The competitive advantage for organizations originates from development of creative information technology strategies and implementing them. Information systems enable existing strategies to be realized, Information flows provide the linkage that allows the supply chain to operate efficiently. Information technology is needed to handle routine transactions in an efficient manner. It can also play a critical role in facilitating the timely sharing of planning, production and purchasing information; capturing and analyzing production, distribution and sales data at new levels of detail and complexity. Information technology provides an integrating tool that makes it possible to convert data into meaningful pictures (Gabriel, 2013). However in the Kenyan tea sector industry there is 21 low usage of management information systems thus slow decision making due to most processes being manual, bureaucratic, many levels of approval, incorrect data and many a times managers have to travel to their company’s head office for any decisions to be made. Theoretical review 2.2.1 Strategic Leadership Theory The essence of strategic leadership involves the capacity to learn, the capacity to change and managerial wisdom (Boal & Hooijberg, 2001).Strategic leadership theories are concerned with the leadership of organizations and are marked by a concern for the evolution of the organization as a whole, including its changing aims and capabilities (Selznick, 1984). According to Boal & Hooijberg (2001) strategic leadership focuses on the people who have overall responsibility for the organization and includes not only the head of the organization but also members of the top management team. Activities associated with strategic leadership include making strategic decisions, creating and communicating vision of the future, developing key competences and capabilities, developing organizational structures, processes and controls; sustaining effective organizational cultures and infusing ethical value systems into the organization (Hunt, 1991; Ireland & Hitt, 1999). Strategic leaders with cognitive complexity would have a higher absorptive capacity than leaders with less cognitive complexity. To the extent that these leaders also have a clear vision of where they want their organization to go the absorptive capacity will have a greater focus. That is, strategic leaders look at the changes in the environment of their organization and then examine those changes in the context of their vision (Boal & Hooijberg, 2001). This theory is relevant to the study as it highlights the functions of a leader and how they manage change and maintain proper organizational structures, processes and culture for success. The theory 22 also emphasizes that the environment turbulence can also be maintained through strategic leadership. 2.2.2 Resource Based Theory Resource based theory argues that firms possess resources which enable firms to achieve competitive advantage and lead to superior long term performance. Valuable and rare resources can lead to the creation of competitive advantage. That advantage can be sustained over longer time periods to the extent that the firm is able to protect against resource limitation, transfer or substitution (Frawley & Fahy, 2006). Information system resources may take on many of the attributes of dynamic capabilities and may be useful to firms operating in rapidly changing environment. Information resources may not directly lead the firm to a position of superior sustained competitive advantage but they may be critical to the firm’s long term competitiveness in unstable environments if they help it develop, add, integrate and release other key resources over time (Wade & Hulland, 2004). Resources such as adequate finance and competent human resource are crucial for the effectiveness of market entry strategy management practices in a rapidly changing environment (Wade & Hulland, 2004) as well as the dynamic capabilities which consist of the activities and mechanisms of managing resources in the creation of value which enables companies manage its activities for improvement in performance. It is expected that an organization that has adequate financial resources would have more influence on the effectiveness and success in change management programs, leadership and management of the external environment. This theory is also relevant to the study as it explains how resources at a firm’s disposal are a critical factor to consider before making 23 decisions on implementing strategies, analyzing the environment or reviewing its leadership and top management team. 2.2.3 Open Systems Theory Organizations are strongly influenced by their environment. Open systems theory was developed after World War II in reaction to earlier theories of organizations, such as the human relations perspective of Elton Mayo and the administrative theories of Henri Fayol. As a result, open systems theories come in many flavors. For example, contingency theorists argue that organizations are organized in ways that best fit the environment in which they are embedded. Institutional theorists see organizations as a means by which the societal values and beliefs are embedded in organizational structure and expressed in organizational change. Resource dependency theorists see the organization as adapting to the environment as dictated by its resource providers. Although there is a great variety in the perspectives provided by open systems theories, they share the perspective that an organization’s survival is dependent upon its relationship with the environment (Bastedo, 2004). Open systems theory has profoundly altered how we understand organizations and the demands placed upon leaders. Treating schools as if they are independent of their environment would lead to wide misperceptions of the driving factors behind organizational change. Contemporary studies of accountability movements, professionalization and instructional leadership all benefit from a strongly open systems approach to understanding environmental demands and the resulting adaptation in policy and its implementation, or lack thereof. This is theory is relevant in the study since it highlights the way organizations are achieving and improving competitive advantage 24 through embracing technology in this the way tea factories have invested in information management systems to ease decision making process. with the availability of accurate and timely data from the various management information systems in use. 2.2.4 Diffusion of Innovation Theory Rogers’ (1995) Diffusion of Innovation (DOI) theory is a popular model used in information systems research to explain user adoption of new technologies. Rogers defines diffusion as ‘the process by which an innovation is communicated through certain channels overtime among the members of a social society’ (Rogers, 1995). An innovation is an idea or object that is perceived to be new (Rogers, 1995). According to DOI, the rate of diffusion is affected by an innovation’s relative advantage, complexity, compatibility, trial ability and observability. Rogers (1995) defines relative advantageous ‘the degree to which an innovation is seen as being superior to its predecessor’. Complexity, which is comparable to TAM’s perceived ease of use construct, is the degree to which an innovation is seen by the potential adopter as being relatively difficult to use and understand’. Compatibility refers to ‘the degree to which an innovation is seen to be compatible with existing values, beliefs, experiences and needs of adopters’. Trial ability is the ‘degree to which an idea can be experimented with on a limited basis’. Finally, observability is the degree to which the results of an innovation are visible’ (Rogers, 1995). The diffusion theory is relevant because it explains the reason why organizations adopt technical innovations. One of the reasons why organizations adopt technical innovations is relevant advantage and improves performance. This means that tea factories that adopt technical innovations have relatively better competitive advantage than those which do not 25 and they have increased efficiency and transparency in the way they carry out their activities. 2.2.5 Technology Acceptance Model (TAM) Technology Acceptance Model (TAM), originally conceived by Fred Davis in 1986 is an intention-based model derived from the Theory of Reasoned Action (TRA) but tailored to meet the broad needs of information technology research (Davis et al., 1989). Davis (1989) presented a theoretical model aiming to predict and explain ICT usage behavior, that is, what causes potential adopters to accept or reject the use of information technology. Theoretically, TAM is based on the Theory of Reasoned Action (TRA). In TAM, two theoretical constructs, perceived usefulness and perceived ease of use, are the fundamental determinants of system use, and predict attitudes toward the use of the system, that is, the user’s willingness to use the system. Perceived usefulness refers to the degree to which a person believes that using a particular system would enhance his or her job performance”, and perceived ease of use refers to “the degree to which a person believes that using a particular system would be free of effort (Davis, 1989). Since its introduction, TAM has enjoyed wide acceptance and has proven to be a reasonably accurate predictor of both users’ intentions to use an information technology and of their actual system usage. TAM has evolved through the years, and many researchers have tested the addition of new variables to the model in an attempt to increase its explanatory power. TAM is one of the theories that Venkatesh (2003), integrated with seven other dominant models in the field of technology acceptance to introduce the Unified Theory of Acceptance and Use of Technology (UTAUT). Despite its wide use, TAM has often been criticized by many scholars for its questionable heuristic value, limited 26 explanatory and predictive power, triviality, and lack of any practical value. (Chuttur, 2009) suggest that TAM has diverted researchers’ attention away from other important research issues and has created an illusion of progress in knowledge accumulation. Furthermore, the independent attempts by several researchers to expand TAM in order to adapt it to the constantly changing IT environments have led to a state of theoretical chaos and confusion (Benbasat and Barki, 2007). In general TAM focuses on the individual 'user' of a computer, with the concept of 'perceived usefulness', with extension to bring in more and more factors to explain how a user 'perceives' 'usefulness', and ignores the essentially social processes of IS development and implementation, without question where more technology is actually better, and the social consequences of IS use. This theory is relevant because it explains why organizations accept and adopt technology. This is because of perceived usefulness and perceived ease of use of technology. 2.3 Management Information system and Students performance The success of the management information systems can be achieved by analyzing its effect on results. Various authors consent with this concept and directly affirm that the goal of management information systems should be to obtain an improvement and enhancement in the firm’s financial performance. For instance, authors say that management information systems should aid schools in taking more appropriate decisions or improving their comprehensive students’ performance (Dopuch, 2018); the objective of management information systems is to enhance overall students’ performance in schools, not to obtain more precise costs (Cooper and Kaplan, 2012); schools utilize innovation to obtain advantages that indirectly or directly impact students’ performance indicators (Cagwin and Bouwman, 2012); or the primary objective of management information systems is to 27 improve and enhance the potential role of the system in improving the student’s overall academic performance (Ranganathan and Kannabiran, 2004). Taken together, these findings, along with the conceptual model, have significant research and managerial implications. Moreover, according to a study conducted by (Naranjo-Gil 2019), Management information system has an influence on flexibility-based strategic performance and costbased strategic performance, taking into account the decentralization of responsibilities, updating customer knowledge and customer participation in management, the cooperation with other units with the scope of increasing the firm budget, and actualization and use of management information (Slotegraaf and Pauwels, 2018). According to their research combined with prior knowledge on management information systems, a study was made how different team compositions interact with a management information system, directly influencing strategic performances, focused on flexibility and the reduction of costs. The results exhibit how the effect of management information system on strategic performance is supervised and governed by top management team diversity. The extent to which the management information system is providing information that relates to possible future events, efficiency, output rates, information on the effect of various events that also relate to the impact that the employees decision has on the performance of other departments. (Naranjo-Gil, 2019). Furthermore, greater management information system capability leads to a higher degree of strategic performance. In a research conducted by Kirsch (2017), it is suggested that there is a direct link between behavior control, outcome control, clan control, self-control with firm performance, and with the moderating effect of the complexity risk. Krisch (2017) tried to determine whether 28 the user anticipated the development team to follow an intelligible written series of steps toward the attainment of project goals or if the user presumed the development team to follow explained written system development rules. Furthermore, based on the data obtained from previous research on management information systems projects, behavior, outcome, and self-control are determined to be undoubtedly linked with the system performance of projects. However, complexity risk generates a mixed moderating effect on the relationship between control and performance. The research model tried to determine if, in the presence of a high complexity risk, the impact of behavior and self-control on performance are low, whereas the effectiveness of outcome and clan control increases. Overall, there is an optimistic tone for control as an important causal driver for comprehensive performance. According to a study conducted by Qrunfleh and Tarafdar (2014), a connection between supply chain (SC) strategy and supply chain information systems (IS) strategy was examined, and its impact on supply chain performance and firm performance. The results also support the proposition that an organization’s ability to use supply chain strategy to support its core competencies is dependent on management information systems’ functional capabilities. Prior research by Maiga and Jacobs (2013), the interface between management control and information technology is an underdeveloped research area with a knowledge gap concerning its implications for financial performance. The present research model analyzes the interaction effect of cost control systems and information technology integration on company financial performance. The conducted research showed that that while information technology integration and cost control systems hold no significant influence 29 on plant financial performance, they do associate to positively influence manufacturing plant financial performance. According to Ragu et al. (2014) their conceptual model emphasizes the link between top management support and information system performance, and Top management support proved to be a significant factor in determining the efficiency of the information system function in an organization and the direct and indirect relations described in the model between top management support and IS performance were supported by the results (Wernerfelt, 2018). The variables that had a moderating effect on this relationship comprehended the structure of the information system, integration of the information system, current and future portfolios of the information systems and the different modes of information system management controls. According to the research conducted by Lai et al. (2014) a link was established between sharing environmental management information with customers and suppliers and the overall comprehensive firm performance, which included environmental, cost and profit performance and the mediation effect of environmental munificence (Slotegraaf and Pauwels, 2018). The previous study highlighted the importance of information exchange with supply chain partners for achieving performance gains. Environmental management information contributes more to the long-term than to the short-term influences on overall firm performance, enhancing the comprehensive operational effectiveness. Also a study conducted by Huang et al. (2018) hypothesized that information technology has an influence on overall environmental performance, taking into account the firm size and age, and also the ownership structure. The model proposes that information technology also presents opportunities for firms to greening IT and/or increasing their efficiency of resource use. Information technology is viewed as a solution possibility for environmental 30 management and sustainability by analyzing how IT influences environmental performance. The variables: IT technical infrastructure flexibility, personnel skills, business alignment and environmental management integration all have an effect on comprehensive environmental performance (Ryals, 2005). Schewe (1976) proposed a model that analyzed the relationships between management information system users’ perceptions of their computer system, observed variables exogenous to the system, attitudes, and system usage. The model included MIS capabilities, user education, atmosphere, MIS refinements, and other exogenous variable and attitude components. There was no significant connection found between the system usage behavior and attitudes, which would have a further effect on overall company performance. Management Information System enhances the quality of plants by providing appropriate information for quality decision–making. Due to an increase in the size and complexity of organizations, managers have lost personal contact with the scene of operations. MIS also changes the bigger amount of data into compiled form and thereby avoids the possible ambiguity that may arise when managers are swamped with detailed facts. (Ryals, 2015). Decentralization of authority is possibly when there is a system for monitoring operations at lower levels. Management Information System is successfully used for measuring company performance and making a necessary change in the organizational plans and procedures (Pfeffer and Sutton, 2018). Management Information System links all decision centers in the organization, by facilitating the integration of specialized activities by retaining each department conscious of the requirements and issues of other departments. (Jorgenson, 1919). Management information system serves as a link between managerial planning and 31 control and assembles, processes, stores, retrieves, evaluates and disseminates the information. It improves the capacity of management to analyze, assess and improve comprehensive company performance. 2.4 Research Gap A critical review of past literature show that several conceptual and contextual research gaps existed in the role of management information systems on students performance in schools in Uganda. For instance, the studies by Poston and Grabski (2011) examined financial impact of ERP implementations. The results indicated no significant change in costs as a percentage of revenue until the fourth year. Moreover, a significant decrease in costs only for cost of goods sold as a percentage of sales was shown. On the other hand, there were no significant decreases associated with selling, general, and administrative costs scaled by revenues. However, there was a significant decrease in the number of students as a percentage of performance all 3 years after ERP implementation. Adeosun, Adeosun and Adetunde (2009) stated that the use of ICT enables strategic management, communication, collaboration, information access, decision making, data management and knowledge management in organizations. ICT causes fundamental changes in the nature and application of technology in businesses. ICT can provide powerful strategic and tactical tools for organizations, which, if properly applied and used, could bring great advantages in promoting and strengthening their competitiveness. Mohammad and Haroon (2012) aimed to demonstrate the impact of the effectiveness of the Application of human Resources Management System in Corporate Performance which perspective of workers in the Banking Sector in Jordanian Firm, The study found that there 32 was a significant effect between the quality of the output of human resources information system and institutional performance in banking sector in the Jordanian firm. Results also indicated that there was a statistically significant effect between motives and corporate performance in the banking sector in the Jordanian firm. However, these studies were done in developed countries such as Japan and emerging economies such as India. Studies conducted for Africa in general and Uganda in particular are scanty and this paucity of local studies form a contextual knowledge gap. It is in the hope of addressing these contextual and conceptual gaps that this study attempts to examine the role of management information systems on students’ performance among schools in Uganda. 33 CHAPTER THREE RESEARCH METHODOLOGY 3.0 INTRODUCTION This section of the research work has to do with the procedure and methods used in gathering and analyzing the relevant data for the study. It comprises of research design, sources of data sample size, data collection techniques and procedure for data collected and the techniques adopted for processing and analyzing the data collected. 3.1 RESEARCH DESIGN The methodology of this research was designed along descriptive and historical approaches. Historical research determines, evaluates and interprets the impact of Management Information System and students’ performance at Kampala International School Uganda. Descriptive research design describes and interprets the data collected for the study. 3.2 STUDY POPULATION AND SAMPLE SIZE Table 3.1:. Distribution of Sample size among respondents Category of Respondents Population Sample Size Tutors 60 52 administrators 10 10 Parents 200 132 Students 550 226 Total 833 420 Source; Primary Data 2019 (Krejcie and Morgan) Population sample size 3.3 SAMPLE SIZE AND TECHNIQUE This sample size refers to the total number of respondents representing the population of the study, Sobowale (1983). Thus, for the purpose of this study, eight hundred and thirty three (833) respondents were chosen for the study. This sample was drawn from School 34 Registrar at Kampala International School Uganda. The sampling procedure used in this research work is known as stratified random sampling method. The study will employ purposive sampling to select administrators from the study and it will also use sample random to select tutors, a cluster sampling was used to select parents grouped into the various Key Stages in which the school is divided. The study will focus on the secondary students because they are the key respondents in using Management Information systems in the school. Reliability and Validity Validity Content validity (C.V.I) was used to establish whether questionnaire measured what it was supposed to measure. The instrument was subjected to experts (two supervisors) to check whether it measures what it was intended to measure content validity, where the instrument was designed according to the study variables and their respective indicators of measurement; it was ensured that each question was appropriate for a particular variable construct through the calculation of the Content Validity Index (CVI). The content validity index (C.V.I) was found by considering the number of items declared relevant divided by total number of items presented. The instrument was considered valid since the content validity index was more than 0.6. Reliability Cronbach’s Alpha coefficient was used for testing the reliability of the questionnaire responses, using SPSS software. The Alpha test was run on the different sections of the 35 questionnaire. The critical point for Cronbach’s Alpha is 0.7, and in this case the average score for all variables was found to be 0.898. From the pretest of 25 respondents from KISU, one can safely conclude that the results are reliable and stable as indicated in Table 3.4 Table 3.4: Showing Reliability Statistics Reliability Statistics Cronbach's Alpha No of Items .898 53 The coefficient for pretest was 0.898 as shown in the table 3.4 above meaning that there was a high degree of data reliability. 3.3 SOURCES AND COLLECTION OF DATA The data collected for this purpose is the primary data. Questionnaires were designed and interview of respondents were also collected for this study. The essence of obtaining such data is to ensure that the exact information wanted for this study was obtained. The allotting of the questionnaires proved very useful in the crafting of a comprehensive, easy to understand and respond to final version that was used in the research. 3.4 THE RESEARCH INSTRUMENT USED FOR DATA COLLECTION The research instrument for data collection for this study is questionnaire. The questionnaire provides uniformed questions to be answered by respondents in written form. It consists of an introductory part which introduces the researcher to the respondents and also states the purpose of the research, it also consist of sections which is the bio data of the respondents and other section which takes care of the research questions. The questionnaire design is based on closed questions. The closed questions are designed to keep the questionnaire to a reasonable length and this encourages response and validity in 36 terms of the representativeness of the returns. It minimizes the risk of misinterpretation. It also permits easier tabulation and interpretation by the researcher. Table 2: Definition of Scale Description Mean range Interpretation SA A D SD 3.26-4.00 2.51-3.25 1.76-2.50 1.00-1.75 Very High High Low Very Low Informal interviews; this method was used by the researcher to gather more in-depth information from the top management that could not be directly observed and also to capture the meanings beyond the words. The researcher used an interview guide as an instrument to guide the informal interviews with the SLT, admissions and admin staff. This instrument allowed the researcher to obtain information that could not be directly observed; obtaining historical information and gain control over the line of questioning. It was constructed basing on the objectives of the study Document review; this method refers to the analysis of recorded information related to the subject under investigation so as to obtain unassuming information. This method enabled the researcher to access data such as Accurate, Timely, Relevancy and Convenient, and to obtain reliable information on the trends of the students’ performance. The researcher used a document review guide as an instrument since it is not easy for administrators to have all management information of the organization off-head hence dealing with documents to supplement their views. This included directors reports, Accreditation documents and publications. 3.5 METHOD OF DATA ANALYSIS 37 The data collected via the questionnaire were analyzed with the use of the Statistical Package for the Social Sciences (SPSS). The research questions were analyzed with frequency distribution tables. The data collected were subjected to statistical analysis in order to accept or reject the hypotheses stated in chapter one. Inferential statistics chi square was used to test the formulated hypotheses. CHAPTER FOUR RESULTS AND DISCUSSION This chapter presents and discusses the findings on Management Information System and Students performance at KISU. The study objectives were Examine the effect of application of management information system on attendance of students in Kampala International School Uganda, Identify the extent to which management information system solve results attainment at Kampala International School Uganda, Determine how the varied effects (e.g. computer and related equipment) of management information system affect students Grades at Kampala International School Uganda. The following hypothesis was tested; there is no significant positive relationship between management information system and Students performance at KISU. Demographic Characteristics of the Respondents The original sample for the study was 106 respondents and the researcher managed to collect back 81 questionnaires, meaning that there was 25 error of omission. However, 81 questionnaires represent 76.4% rate of return. Descriptive statistics (frequency and percentages) were used to analyze the demographic characteristics of the respondents in 38 terms of gender, position held by the respondents, Department where you work, length of service at KISU, age group, level of education and employment status. The frequency and percentage were meant to establish the most frequently occurring responses and the least frequently occurring responses. The summary of the results are shown in Table 4.1 below. Table 4.1: Demographic Characteristics of the Respondents Items Description Frequency 67 Sex of the Male Female 14 respondent 2 Position held by the SLT KS Coordinators 3 respondent Teachers 12 Other 64 28 Department where Secondary Accounting 4 you work Primary 8 Admissions 2 Administration 4 Other 35 0-2 years 12 Length of service at 3-5 years 40 KISU 6-8 years 14 Above 8 years 15 22-25 years 11 Age group 26-29 years 24 30-33 years 8 34-37 years 32 Ordinary Certificate 19 Level of education Advance Level 17 Diploma 9 Bachelor's Degree 32 Post graduate Diploma 2 Master's Degree 2 Permanent 17 Employment status Fixed term contract 52 Casual Work 8 Other 4 Sources: Primary Data 2019 39 Percent 82.7 17.3 2.5 3.7 14.8 79.0 34.6 4.9 9.9 2.5 4.9 43.2 14.8 49.4 17.3 18.5 13.6 29.6 9.9 39.5 23.5 21.0 11.1 39.5 2.5 2.5 21.0 64.2 9.9 4.9 Sex In terms of sex, the result from Table 4.1 indicates that male dominated 67 (82.7%) while female were 14 (17.3%). Position Held by the Respondents As seen in Table 4.1, those who were holding other position dominated the study 64 (79.0%) followed by those who were teachers 12 (14.8%). Next were those who were KS Coordinators3 (3.7%) and lastly those who were SLT 2 (2.5%). Department of the Respondents The study findings from Table 4.1 indicated that those who were from other department dominated the study 35 (43.2%) followed by those who were from secondary 28 (34.6%). Next were those who were from primary 8 (9.9%) followed by those who were from accounting and administration 4 (4.9%) each and lastly those who were from admissions department 2 (2.5%). Length of service at KISU As seen from Table 5, those who have worked for 3-5 years dominated the study 40 (49.4%) followed by those who have worked for 8 years and above 15 (18.5%). Next were those who have worked for 6-8 years 14 (17.3%) and lastly, those who have worked for 2 years and below 12 (14.8%). Age Group With regard with the age group of the respondents, those who were in the age bracket of 34-37 years dominated the study 32 (39.5%) followed by those who were in the age bracket of 26-29 years 24 (29.6%). Next were those who were in the age bracket of 2225 years 11 (13.6%) and lastly, those who were in the age bracket of 30-33 years 8 (9.9%). 40 Level of Education The study findings from Table 5 indicated that those who have bachelor’s degree dominated the study 32 (39.5%) followed by those who have ordinary certificate 19 (23.5%). Next were those who have advanced level of education 17 (21.0%) followed by those who have diploma level of education 9 (11.1%) and lastly those who have post graduate diploma and master’s degree 2 (2.5%) each. Employment Status Finally, the study findings in table 5 indicated that fixed term contract workers dominated the study 52 (64.2%) followed by those who were permanent workers 17 (21.0%). Next were those who were casual workers 8 (9.9%) and lastly, those who had other employment status 4 (4.9%). Level of Management Information System at KISU The first objective of the study was to examine the effect of application of management information system on attendance of students in Kampala International School Uganda. The specific variables investigated under the construct of Management Information System included Accurate, Timely, Relevant and Convenient. This objective was analyzed using the mean and standard deviation. The mean portrays the occurrence of a response and standard deviation portrays the extent to which scores deviate from the mean. Clodfeters (2013) add that good Management Information System has several benefits Table 5 presents individual scores on individual variables under the construct of level of Management Information System at KISU. The results indicated that the level of Management information system at KISU is very high because most of the respondents strongly agreed with the existence of Management Information System affecting the 41 Students performance at KISU. Management Information System is a system that stores and retrieves information and data, processes them and present them to management as information to be used in decision making. Analysis of data and computation of scores on the construct of level of Management Information System at KISU yielded a grand mean of µ = 3.02 and standard deviation of SD=0.70, which indicate a very high mean and high standard deviation with regard to scale or legend 1 that was used in the study, which indicates a mean and standard deviations that fall in the very high scale. Statistically, high standard deviation implies that there is high variation in the research participants’ responses, that is; responses on the items in the questionnaire were not very close. Table 5: Mean and Standard Deviation on the Level of Management Information System on Students Performance Management Information System µ SD Interpretat ion Accurate Students’ information in Managebac is accurate 3.80 .40 Students’ information on EdAdmin is accurate 2.55 .73 Teacher information on Managebac is accurate 3.00 .80 Teacher information on EdaAdmin is accurate 3.14 .35 Parents’ information on Managebac is accurate 3.02 1.14 Parents’ information on EdaAdmin is accurate 3.00 .80 Students’ CAT4 data is accurate 2.98 .55 CAT4 data is analysed and accurately entered in 2.80 .66 spreadsheets Interim reports are accurate 3.22 .61 Term reports are accurate 2.94 1.00 Timely Interim reports are completed on time 4.79 0.56 Interim reports are uploaded on time 4.67 0.54 Interim reports sent to parents on time 4.56 0.59 Monthly reports are completed on time 4.64 0.61 Monthly reports are uploaded on time 4.68 0.60 Monthly reports sent to parents on time 4.65 0.57 42 Teachers provided feedback on student learning on time Parent-teacher meeting are conducted on time CAT4 tests are conducted on time CAT4 results are communicated in a timely manner Relevancy All tests conducted are relevant to student progress Attendance is relevant to student progress CAT4 data is relevant for student progress Managebac is a necessary tools to manage student data EdAdmin is needed to manage and communicate with students EdAdmin is needed to manage and communicate with teachers EdAdmin is needed to manage and communicate with parents EdAdmin is needed to manage and communicate with administrators It is important to place students in the different levels available Differentiation is necessary for every lesson Pooled mean & S.D Legend 1: Mean range Interpretation 3.26-4.00 Very High 2.51-3.25 High 1.76-2.50 Low 1.00-1.75 Very Low 4.72 0.59 4.57 4.68 4.64 0.54 0.60 0.61 3.63 3.29 2.92 3.14 2.73 .48 .46 .74 .35 .69 3.14 .35 2.65 .72 3.00 .97 2.82 .65 2.63 3.02 .94 0.70 High The table 5 gives the summary of the level of management Information System at KISU. The results indicated that the level of management Information System Practices is high at a (pooled mean= 3.02, S.D= 0.70) which is a high mean and high Standard deviation with regard to legend 2 used in the study, which indicates a mean and standard deviation that fall in the high scale. This high level of management Information System practices implies that the KISU has a competent and appropriately qualified staff that performs Management Information System functions, Students have access to the Management Information 43 System to retrieves information and data, processes them and present them to management as information to be used in decision making. . This level of Management Information System Practices is rather healthy for any increase in student’s performance since it serves to protect and maximize student’s involvement in classroom work attendance, improve their results and give them better grades. But it also helps in transparent dissemination of information that may not be widely available in the library and publicizing its data information in a fair and honest manner without putting the student in disrepute or tarnishing teachers’ / staff members’ image. All these significantly affect not only student’s fundamentals of the use of management information system but also the student’s performance of KISU at large. These findings rime well with the literature of Rambo (2011) who linked Management information system practices with maximizing students’ wealth. He argues that when management information system is developed in schools they enhance academic growth and the growth of students through higher academic performance of the student; in terms of timely formation and maximization of information value. Some of the respondents support this view. In one of their responses, they stated that “Yes MIS has helped with progress, the reason being that Managebac updates the people with their work and deadlines, therefore, it always keeps you on track. It is organised and systematic. Hence improving academic growth” Level of Students performance at KISU The second objective of the study was to Identify the extent to which management information system solves results attainment at Kampala International School Uganda. The specific variables investigated under the construct of Students performance included 44 Attendance, Results and Grades. This objective was analyzed using the mean and standard deviation. The mean portrays the occurrence of a response and standard deviation portrays the extent to which scores deviate from the mean. According to Van Home, (2006) Management Information System is linked to Students Performance. Table 6 presents individual scores on individual variables under the construct of level of Student’s performance at KISU. The results indicated that the level of Students performance at KISU is Low because most of the respondents strongly disagreed with the existence of high level of Students performance at KISU. Analysis of data and computation of scores on the construct of level of Students performance a grand mean of µ = 2.42 and standard deviation of SD=0.71, which indicate a Low mean and Low standard deviation with regard to scale or legend 2 that was used in the study, which indicates a mean and standard deviations that fall in the Low scale. Statistically, Low standard deviation implies that there is Low variation in the research participants’ responses, that is; responses on the items in the questionnaire were not very close. Table 6: Level of Students performance at KISU Level of Students Performance Attendance Form attendance is taken each day School offices update attendance each day Late students get a late note when late Absent students are entered into the system Parents are notified about absent students Office is notified when students have to leave in the course of the day Systems generates daily attendance report System generates termly attendance report System calculates overall interim possible attendance System generates overall interim attendance report 45 µ SD 2.98 2.57 2.96 2.81 2.65 2.65 .93 1.10 .56 .66 .71 .71 2.96 2.14 2.53 2.19 .92 .36 .85 .74 Interpretat ion Results The results for every assessment are known conflict management policy of its retailers The results reflect the task that has been completed The success criteria for every assessment is known The rubrics for every assessment is known The success criteria for every assessment is applied The rubrics for every assessment is applied Results are shared with coordinators Results are shared with students Results are shared with parents Results reflect a student’s ability Grades Students are aware of grade boundaries Teachers understand the grade boundaries Parents understand the grade boundaries Every department generates its own subject specific grade boundaries Every student is graded for every assessment Grades are reviewed by head of department Grades are reviewed by coordinators Grades are shared with students Grades are shared with parents Grades are used to analyze student progress Pooled mean & S.D Legend 3: Mean range Interpretation 3.26-4.00 Very High 2.51-3.25 High 1.76-2.50 Low 1.00-1.75 Very Low 2.89 0.67 1.30 1.07 1.30 2.22 1.19 1.26 2.32 1.46 1.54 0.43 0.87 0.84 0.80 0.82 0.95 0.81 0.75 0.86 1.56 1.68 1.75 1.58 0.63 0.60 0.58 0.72 1.53 1.57 1.62 1.59 1.60 1.59 2.42 0.76 0.74 0.68 0.66 0.70 0.62 0.71 low The Table 6 gives a detailed picture of the Level of Student’s performance at KISU. The results indicated that the level of Student’s performance is Low basing on the mean and Standard deviation of Student’s performance, Attendance, Results and Grades as manifested in Tables. The results indicated that the level of Student’s performance is Low at a (pooled mean= 2.42, S.D= 0.71) which is a Low mean and Low Standard deviation with regard to legend 4 used in the study, which indicates a mean and standard deviation 46 that fall in the Low scale. This Low level of Student’s performance implies that the school has recorded a decline in Student’s performance for the past 5 years, despite the existence of management information system in the School. As stated previously, the success of management information systems can be achieved by analyzing its effects on results especially when it can be advanced that the goal of management information system should be to obtain an improvement and enhancement of performance. Indeed, one of the respondents’ states that “Personally, I feel the information system is a decent way to improve academic growth, and so I do feel that it (MIS) has not contributed 100% in improving academic growth. For example, it would be very helpful if the students get notified 2 days before about their upcoming deadline and also it would be much better if the messages sent by the teachers could stay for longer than 2 weeks”. Therefore, because the system is not able to specifically do that, some respondents think that it has not led to an improvement in student performance. Determine how the varied effects (e.g. computer and related equipment) of management information system affect students Grades at Kampala International School Uganda. The third objective of the study was to establish the relationship between management information system affect students Grades at Kampala International School Uganda and determine the extent of the relationship. This objective was analyzed using Pearson correlation and multi-linear regression: Pearson correlation was used so as to establish the relationship and the extent between the two variables and then multi-linear regression was 47 used to determine the contribution of each of the Management Information System towards Students performance at KISU. Table 7: Pearson correlation showing relationship between level of management information system affect students’ Performance at Kampala International School Uganda and determine the extent of the relationship Management System Information r-value Student’s Performance .868** P- Value .000 N 420 **. Correlation is significant at the 0.02 level (2-tailed). Sources: Primary Data 2019 Table 8: Model Summary Model Summary Model R R Square Adjusted R Std. Error of Square the Estimate a dimension 1 .899 .807 .795 4.52 a. Predictors: (Constant), Accuracy, Timely, Relevancy and Convenient Sources: Primary Data 2019 Tables 7 and 8 show the study findings on the relationship between level of management information system affect students Grades at Kampala International School Uganda and to what extent the relationship exists. From the Pearson correlation table, the results indicate that there is a strong relationship between the level of management information system and students Performance at Kampala International School Uganda at correlation coefficient r= 0.868. Table 8 shows the study findings in the way of the regression model summary on the relationship between level of management information system and students Performance 48 and to what extent the relationship exists. Results also indicate that there is a strong relationship between level of management information system and students Performance at Kampala International School Uganda, and this is showed by (R= 0.899). The strong relationship implies that if a school is highly compliant to the management information system practices then the students’ Performance at Kampala International School will be high due to lots of guidelines, Timely and Accuracy systems to follow for the betterment of students performance. On the contrary, it is not by default that high students’ performance. Notable is the fact that the school is deliberately moving towards encouraging students to take more active control of their leaning and so the systems which are being put in place in the future and meant to help give the various stakeholders data and information on progress or the lack of it and help them keep track of their own learning. On the contrary, it is not by default that high usage of Management Information System leads to high students Performance at Kampala International School Uganda as exhibited with the last lot of IB students since there are also other pertinent external factors like the Parents, School Policy and Time of School Activities and the general economic climate that equally affect Student’s performance in this School. When it comes to the extent to which the relationship exists as seen from the regression table by the use of Adjusted R square, this implies that Management Information System only contributes 79.5% to the Student’s performance at KISU, the remaining 14.2% is as a result of other factors that were not considered in this study whose influence equally need to be established too. This may mean that there are other operations which the Management Information System should interrelate with such that the effective student’s performance at KISU is realized and some of these were identified but not analyzed, through interviews 49 and opinions such as, the student’s interest to use Management Information System and many more. For hypothesis testing, results from Table 7 provide P-value of 0.000 which is less than 0.05 (level of significance). The null hypothesis which stated that there is no significant relationship between level of management information system and the level of Student’s performance at KISU was therefore rejected and accepted the alternative hypothesis. This implies that there is a significant relationship between level of management information system and the level of Student’s performance at KISU. This means that if the compliance to management information system is high, then the Student’s performance at KISU will yield positive results. The findings of the study are in agreement with (Leonardi and Bailey, 2018), who argues that Management information systems are formal systems for presenting management/ students with timely and suitable information necessary for decision making, The system gives information on the past, present and project future and on related developments inside and outside the organization (Baccarini, 2019). It may be described as an integrated and organized system for collecting relevant data, transforming it into correct information and providing the same to the concerned executives. The main purpose of Management Information System is to “provide the right information to the right people at the right time” (Gray, 2017). The ideas of management information systems were formed to counteract such inefficient development and productive use of the computer. Management Information System concepts are crucial to efficient computer use in business and schools. When a system gives information to people who are not part of the managerial staff, then it will not be viewed as part of a Management information system (Belassi and Tukel, 50 2016). Such a system, while it may contain similar interfaces as Management Information System, is not a part of it. Examples of such systems are salary acknowledgments and excise duty statements. Generally, Management Information System deals with information that is systematically and routinely collected in accordance with a well-defined set of rules (Spathis et al., 2017). Furthermore, Management information system is a part of the formal information network in an organization. Information that has great managerial planning importance is seldom obtained at golf courses. However, this information is not part of Management Information System, but “one-shot market research data accumulated to measure the full potential of a new product does not come within the goal of a Management information system by our definition, seeing as such information which is systematically retained is not collected on a regular basis” (Belassi and Tukel, 2016). 51 CHAPTER FIVE SUMMARY, CONCLUSION AND RECOMMENDATION This chapter refers to the organized, presented and analyzed data in the preceding chapter. The summary and conclusions are drawn from the discussed findings in regard with the study objectives. Summary The study was carried out at Kampala International School Uganda offers an international education to students between 2 and 19 years of age. The school was established in 1993. Current enrolment is around 600 and is increasing steadily. Students come from almost 60 different nations and, depending on the family’s contracts and nature of their work, stay in Uganda for varying lengths of time. The school is privately owned with an Advisory Board of Governors and the Director manages the day-to-day running of the school. The school was formerly known as Kabira International School and moved to its present site in September 2008. It is centrally located in Kampala and is situated on 14 acres of land. It has been purposely built to accommodate over 1000 students, increasing in line with the development of Kampala and Uganda. There are four science labs, three computer labs, three practice music rooms, three performance areas, and indoor gym, outdoor basketball court, a 25m eight-lane competition pool, two libraries, five acres of playing fields and smart boards in most classrooms. (Kampala International School Uganda n.d.). The data was analyzed both using descriptive statistics and inferential statistics. Qualitative approach was used to describe individual’s traits that could not be easily described numerically and quantitative approach was used because numerical data was applied. The 52 study used descriptive-correlational and cross-sectional research designs. It was descriptive due to the nature of data that states facts as they are, correlational because it sought to determine the relationship between two variables and cross-sectional because the study was aimed at providing a solution to the problem one point in time. The general objective was to establish the relationship between management information system and students Performance at Kampala International School Uganda and determine to what extent this relationship exists. Findings on the demographic characteristics revealed that those who have bachelor’s degree dominated the study 32 (39.5%) followed by those who have ordinary certificate 19 (23.5%). Next were those who have advanced level of education 17 (21.0%) followed by those who have diploma level of education 9 (11.1%) and lastly those who have post graduate diploma and master’s degree 2 (2.5%) each. Findings indicated that, the level of management information system is high at a (mean=3.02, S.D= 0.70) which is a high mean and high standard deviation with regard to legend 1. The results further indicated that the level of management information system Practices is also high at a (mean= 3.29, S.D= 0.68) which is a high Mean and high Standard Deviation with regard to legend 2 used in the study, which indicates a Mean and Standard Deviation that fall in the high scale. Finally, the results indicated that the student’s performance is Low at a (mean= 2.42, S.D= 0.71) which is a Low mean and Low Standard deviation with regard to legend 3. When it comes to the extent to which this relationship exists. The results indicated that the contribution of level of management information system towards the level of student’s performance at KISU is (0.868)2=0.753x 100=75.3%. 53 The null hypothesis which stated that there is no significant relationship between level of Management information system and the level of student’s performance of at KISU was therefore rejected and the researcher accepted the alternative hypothesis since the P-value (.000) was lower that the significance level (0.05). Conclusion In conclusion, findings indicated that the level of Management information system is high; the level of Accurate, Timely, Relevancy and Convenience Practices was found to be also high. Furthermore, the level of Student’s performance at KISU was observed to be Low. It was concluded that there is a strong relationship between level of Management information system and the level of Student’s performance at KISU. When it comes to the extent to which this relationship exists. The results indicated that the contribution of level of Management information system towards the level of Student’s performance at KISU is 75.3%. The researcher rejected the null hypothesis and accepted the alternative hypothesis since the P-value (.000) was lower that the significance level (0.05). 54 Recommendations There were 3 objectives that were set out for this study and having analysed and evaluated the data that was collected and the information that was gathered, the researcher came up with the following recommendations. In regards to the effect of application of management information system on attendance of students in Kampala International School Uganda, it is recommended that systems that are in place to take student attendance should be open to both students and parents for them to be able to see just how much school an individual miss. This should further be tagged to the students’ time table so the involved parties are able to tell which specific lessons a student might have missed. Where attendance is taken, this information should be shared with the relevant stakeholder in a timely and acceptable manner. It is further recommended also that regarding the extent to which management information system solve results attainment at Kampala International School Uganda, that the information systems in place should be better utilized to assess students. For example EdAdmin has a whole module which is dedicated to assessments and progress however it is only used to reporting and attendance and yet it is capable to allowing grading for any piece of assignment with the system being able to tabulate and analyse results at the end of a reporting period. Lastly, having determined that there is a relationship between student performance and information systems, it is imperative that the school ensures that all points fo data collection and all users of data and student information are adequately trained to use the MIS in place 55 and that all stakeholders understand the abilities and limitations of the management information systems in place. In summary, while management information system have been in existence for a while, it is important to appreciate the role that these systems play in bringing about efficiency in an organization as well as ensuring that data that is needed is available when it is needed and in the format in which it is beneficial to various stakeholders. 56 References n.d. Assessment & Selection. Accessed May 21, 2019. https://www.opm.gov/policy-dataoversight/assessment-and-selection/other-assessment-methods/cognitive-ability-tests/. 2016. baltimore Consulting . Accessed May 22, 2019. http://www.baltimoreconsultinggroup.com/how-has-education-changed-over-the-pastdecade. Barbara Means, Christine Padilla, Larry Gallagher. 2010. Use of Education Data at the Local Level From Accountability to Instructional Improvement. USA Government Report, Washington: SRI International. n.d. EdAdmin. Accessed May 21, 2019. https://www.ed-admin.com/. Fisher, Caroline. 2017. Management Information Systems and school development. September 4. Accessed 2 26, 2018. https://edtechnology.co.uk/Blog/management-informationsystems-and-school-development/. —. 2017. Management Information Systems and school development. September 4. Accessed June 12th, 2019. https://edtechnology.co.uk/Blog/management-information-systemsand-school-development/. n.d. GL Assessment. Accessed May 21, 2019. https://www.gl-assessment.co.uk/support/cat4product-support/cat4-information-for-parents/. n.d. GL Education. Accessed May 21, 2019. https://gl-education.com/products/cognitiveabilities-test-cat4/. Korde, Balram. 2018. Role of Management Information System (MIS) in the Education Sector. June 4. Accessed June 13th , 2019. https://www.iitms.co.in/blog/role-ofmanagement-information-system-in-education.html. 57 Limited, Faria Education Group. n.d. Managebac. Accessed May 21, 2019. https://www.managebac.com. Ronald Bisaso, Adrie Visscher. 2014. "Computerised School Information Systems Usage in an Emerging Country — Uganda." Information Technology and Educational Management in the Knowledge Society. Springer, Boston, MA: IFIP International Federation for Information Processing. 97. Shah, Madiha. 2014. Impact of management information systems (MIS) on school. Kuala Lumpur, Malaysia . Stokes, Matt. 2016. "Making the most of data in schools." Nesta 11. Accessed June 12th, 2019. https://www.nesta.org.uk/blog/making-the-most-of-data-in-schools/. n.d. Assessment & Selection. Accessed May 21, 2019. https://www.opm.gov/policy-dataoversight/assessment-and-selection/other-assessment-methods/cognitive-abilitytests/. 2016. baltimore Consulting . Accessed May 22, 2019. http://www.baltimoreconsultinggroup.com/how-has-education-changed-over-thepast-decade. Barbara Means, Christine Padilla, Larry Gallagher. 2010. Use of Education Data at the Local Level From Accountability to Instructional Improvement. USA Government Report, Washington: SRI International. Board, Advisory. 2012. Kampala International School Policy on Attendance, doc No. 7. Kampala , March. n.d. EdAdmin. Accessed May 21, 2019. https://www.ed-admin.com/. 58 Fisher, Caroline. 2017. Management Information Systems and school development. September 4. Accessed 2 26, 2018. https://edtechnology.co.uk/Blog/managementinformation-systems-and-school-development/. —. 2017. Management Information Systems and school development. September 4. Accessed June 12th, 2019. https://edtechnology.co.uk/Blog/managementinformation-systems-and-school-development/. n.d. GL Assessment. Accessed May 21, 2019. https://www.glassessment.co.uk/support/cat4-product-support/cat4-information-for-parents/. n.d. GL Assessment. Accessed June 23, 2019. https://www.glassessment.co.uk/support/cat4-product-support/cat4-information-for-parents/. n.d. GL Education. Accessed May 21, 2019. https://gl-education.com/products/cognitiveabilities-test-cat4/. Group, Faria Education. n.d. managebac. Accessed June 23, 2019. www.managebac.com. n.d. Kampala International School Uganda. Accessed June 23, 2019. www.kisu.com. Korde, Balram. 2018. Role of Management Information System (MIS) in the Education Sector. June 4. Accessed June 13th , 2019. https://www.iitms.co.in/blog/role-ofmanagement-information-system-in-education.html. Lang, Steve. 2018. Kampala International School Guiding Statements, Policy 16. Kampala , Nov. Limited, Faria Education Group. n.d. Managebac. Accessed May 21, 2019. https://www.managebac.com. 59 Ronald Bisaso, Adrie Visscher. 2014. "Computerised School Information Systems Usage in an Emerging Country — Uganda." Information Technology and Educational Management in the Knowledge Society. Springer, Boston, MA: IFIP International Federation for Information Processing. 97. Shah, Madiha. 2014. Impact of management information systems (MIS) on school. Kuala Lumpur, Malaysia . Stokes, Matt. 2016. "Making the most of data in schools." Nesta 11. Accessed June 12th, 2019. https://www.nesta.org.uk/blog/making-the-most-of-data-in-schools/. 60 APPENDENCES Appendix 1: Self-administered questionnaire for employees STUDY ON MANAGEMENT INFORMATION SYSTEM AND STUDENTS PERFORMANCE KISU. SELF-ADMINISTERED QUESTIONNAIRE FOR EMPLOYEES Dear Respondents, My study focuses on Management Information System and Students performance. Am requesting you to provide me with information required to fulfilling this study, your information will be of great help and will enable me complete my requirements to obtain a masters degree in MBA (IT). All information provided will be treated with absolute confidentiality. Thank you for your cooperation. Instructions Do not write your name. Please, be honest in responding to the questions SECTION A (Demographic Information of the Respondents) 1. Sex of the respondent 1. Male ( ) 2. Female ( ) 61 2. Position held by the respondent 1. SLT ( ) 2. KS Coordinator ( 4. Admin Staff ( ) 5. Others ( ) 3. Teacher ( ) ) 2. Department where you work. (1) Admissions (2) Accounting (3) Administration 3. Length of Service at KISU (1) 0-2 Years (2) 3-5 Years (3) 6-8 years (4) Primary (5) Secondary (4) 8 Years & Above 4. Age group (1) 18-21 (2) 22-25 (3) 26-29 (4) 30-33 (5) 34-37 (6) 40-43 (7) 44-47 (8) 48-51 (9) 52-Above 5. Level of Education (1) Ordinary Certificate (O level) (2) A Level Certificate (3) Diploma (4) Bachelor’s Degree (5) Postgraduate Diploma (6) Masters Degree (7) PhD 6. Employment Status (1) Permanent, (2) Fixed Term Contract (3) Individual Contractor (4) Casual Work (5) Other (Please Specify)………………………… SECTION B (The conceptual variables) Please, tick [] only what is most appropriate to you. Very low 1 Low 2 Moderate 3 Management Information System Details high 4 Very High 5 SD D N A Accurate Questions : Inventory Planning 1 Students’ information in Managebac is accurate 2 Students’ information on EdAdmin is accurate 3 Teacher information on Managebac is accurate 4 Teacher information on EdaAdmin is accurate 5 Parents’ information on Managebac is accurate 62 SA 6 Parents’ information on EdaAdmin is accurate 7 Students’ CAT4 data is accurate 8 CAT4 data is analysed and accurately entered in spreadsheets 9 Interim reports are accurate 10 Term reports are accurate Timely 1 Interim reports are completed on time 2 Interim reports are uploaded on time 3 Interim reports sent to parents on time 4 Monthly reports are completed on time 5 Monthly reports are uploaded on time 6 Monthly reports sent to parents on time 7 Teachers provided feedback on student learning on time 8 Parent-teacher meeting are conducted on time 9 CAT4 tests are conducted on time 10 CAT4 results are communicated in a timely manner Relevancy 1 All tests conducted are relevant to student progress 2 Attendance is relevant to student progress 3 CAT4 data is relevant for student progress 4 Managebac is a necessary tools to manage student data 5 EdAdmin is needed to manage and communicate with students 6 EdAdmin is needed to manage and communicate with teachers 7 EdAdmin is needed to manage and communicate with parents 8 EdAdmin is needed to manage and communicate with administrators 9 It is important to place students in the different levels available 10 Differentiation is necessary for every lesson Section C – Student Performance Attendance 1 Form attendance is taken each day 2 School offices update attendance each day 3 Late students get a late note when late 4 Absent students are entered into the system 63 5 Parents are notified about absent students 6 Office is notified when students have to leave in the course of the day 7 Systems generates daily attendance report 8 System generates termly attendance report 9 System calculates overall interim possible attendance 10 System generates overall interim attendance report Results 1 The results for every assessment are known management of its 2 conflict The results reflect thepolicy task that hasretailers been completed 3 The success criteria for every assessment is known 4 The rubrics for every assessment is known 5 The success criteria for every assessment is applied 6 The rubrics for every assessment is applied 7 Results are shared with coordinators 8 Results are shared with students 9 Results are shared with parents 10 Results reflect a student’s ability Grades 1 Students are aware of grade boundaries 2 Teachers understand the grade boundaries 3 Parents understand the grade boundaries 4 Every department generates its own subject specific grade boundaries 5 Every student is graded for every assessment 6 Grades are reviewed by head of department 7 Grades are reviewed by coordinators 8 Grades are shared with students 9 Grades are shared with parents 10 Grades are used to analyse student progress 64 APPENDIX A Sample size (s) for the given population sizes (N) N 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 S 10 14 19 24 28 32 36 40 44 48 52 56 59 63 66 70 73 76 N 100 110 120 130 140 150 160 170 180 190 200 210 220 230 240 250 260 270 S 80 86 92 97 103 108 113 118 123 127 132 136 140 144 148 152 155 159 N 280 290 300 320 340 360 380 400 420 440 460 480 500 550 600 650 700 750 S 162 165 169 175 181 186 191 196 201 205 210 214 217 226 234 242 248 254 65 N 800 850 900 950 1000 1100 1200 1300 1400 1500 1600 1700 1800 1900 2000 2200 2400 2600 S 260 256 269 274 278 285 291 297 302 306 310 313 317 320 322 327 331 335 N 2800 300 3500 4000 4500 5000 6000 7000 8000 9000 10000 15000 20000 30000 40000 50000 75000 100000 S 338 341 346 351 354 357 361 364 367 368 370 375 377 379 380 381 382 384