Page 1 of 46 - Cover Page Submission ID trn:oid:::1:3116384481 Muhammad Muneeb muneeb theses.pdf research thesis BBA 21 Shaheed Benazir Bhutto University, Shaheed Benazirabad Document Details Submission ID trn:oid:::1:3116384481 44 Pages Submission Date 9,078 Words Dec 16, 2024, 11:37 AM GMT+5 52,386 Characters Download Date Dec 17, 2024, 12:22 PM GMT+5 File Name muneeb_theses.pdf File Size 257.1 KB Page 1 of 46 - Cover Page Submission ID trn:oid:::1:3116384481 Page 2 of 46 - AI Writing Overview 25% detected as AI The percentage indicates the combined amount of likely AI-generated text as well as likely AI-generated text that was also likely AI-paraphrased. Submission ID trn:oid:::1:3116384481 Caution: Review required. It is essential to understand the limitations of AI detection before making decisions about a student’s work. We encourage you to learn more about Turnitin’s AI detection capabilities before using the tool. 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Page 2 of 46 - AI Writing Overview Submission ID trn:oid:::1:3116384481 Page 3 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 SHAHEED BENAZIR BHUTTO UNIVERSITY, SANGHAR CAMPUS Knowledge commitment leadership Submitted to fulfillment of the partial requirements for the degree of Bachelor of Business Administration The impact of Atm Services on Consumer Satisfaction in Sanghar District Supervised by: Mr. Ahmed Raza By: Muhammad Muneeb Roll no : 21SGRBBA-47 Department of Business Administration BENAZIR BHUTTO UNIVERSITY, SANGHAR CAMPUS 2024 Page 3 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 4 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 SHAHEED BENAZIR BHUTTO UNIVERSITY, SANGHAR CAMPUS Knowledge Commitment Leadership The Impact of Atm Services Consumer satisfaction in sanghar District Submitted in fulfillment of the partial requirements for the degree of Bachelor of Business Administration Thesis Submitted By Muhammad Muneeb (21SGRBBA-47) SUPERVISOR Mr. Ahmed Raza Page 4 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 5 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 SHAHEED BENAZIR BHUTTO UNIVERSITY, SANGHAR CAMPUS Knowledge Commitment leadership CERTIFICATE This is to certify that Mr. Muhammad Muneeb S/O Sardar Ali Roll No. 21SGRBBA47 Final Year student of Bachelor of Business Administration completed the compulsory requirement of Project/Thesis during session, 2023/2024. Thesis The impact of Atm services on consumer satisfaction in sanghar District submitted to the Shaheed Benazir Bhutto University, Sanghar campus for the Bachelor of Business Administration.. Mr. Ahmed Raza SUPERVOSIR EXTERNAL EXAMINER Dr. Erum Shaikh CHAIRMAN DECLARATION Page 5 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 6 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 We hereby declare that this thesis/project is a presentation of our own work except as cited in the references and that it has not been submitted anywhere for any award. Name : Muhammad Muneeb Roll No :(21_SGRBBA_47) Signature:________________________ DEDICATION Page 6 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 7 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 __________________________________________________________________________________ We are dedicating our whole efforts to our respected "PARENTS & TEACHERS" Whom we are really inspired, their pure love, devotion Natural attitude and sincerity is matter of great Pleasure and pride for us Their encourage and simulating morally, socially and Academically based teachings have always been Proved for us as a "PATH TOWARDS SUCCESS" They have given us name, which caused our Identification in society. Page 7 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 8 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 SHAHEED BENAZIR BHUTTO UNIVERSITY, SANGHAR CAMPUS Knowledge Commitment Leadership ACKNOWLEDEMENT We thank Almighty Allah who gives us the strength and ability to think, work and deliver what we are assigned to do. Foremost, I would like to express my sincere gratitude to my supervisor Mr. AHMED RAZA for the continuous support of my project, for this patience, motivation, enthusiasm and immense knowledge. His guidance helped me in all the time of writing of this thesis I also acknowledge our chairman Mr. Dr. Erum Shaikh who guided, taught and helped us during our whole study period. Muhammad Muneeb (21SGRRBBA-47) Page 8 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 9 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 ABSTRACT The complex relationship between ATM services and customer satisfaction at the banks in Sanghar District is examined in this study. The methodology, which uses a quantitative research design, takes ethical considerations, population selection, sample techniques, and a thorough research design into account. Likert- scale questions make up the survey instrument, which asks about demographics, ATM service-related topics, and general customer satisfaction. A demographic profile of the respondents showed a varied sample, with 36% female and 64% male Participants, the majority (80%) being between the ages of 18 and 25. 56% of respondents identified students professionally, demonstrating a diverse representation. The respondents’ opinions of ATM services were illuminated by descriptive Data, which showed a modest level of satisfaction with details of service accessibility, dependability, frequency of use, and security features. Customer satisfaction and ATM services showed a statistically significant positive link (0.256) according to correlation analysis. R Square, a measure of the model’s explanatory power, highlighted the importance of other factors by indicating that ATM services could only account for 6.5% of the variability in consumer satisfaction. The regression model’s significance was highlighted by the ANOVA results, which also supported the idea that ATM services influenced customer satisfaction. This association was further validated by the beta coefficient of 0.256 and the p-value of 0.002, indicating the significance of ATM services in influencing customer satisfaction. Even if ATM services have a significant impact on customer satisfaction, it is critical to take a comprehensive approach that takes security, accessibility, and user concerns into account. Enhancing security features, increasing accessibility, broadening the range of financial services offered, and ongoing monitoring to adjust to changing customer demands are among the recommendations. This work establishes the groundwork for further research in this area and offers insightful information about the dynamics of ATM services. Keyword: ATM services, Consumer satisfaction, Sanghar District, Banking, Survey, Quantitative research, Demographics, Data analysis, Correlation, Regression Page 1 Page 9 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 10 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Chapter 1 Background of the Study INTRODUCTION Sanghar District, which is in the southern part of Sindh province, Pakistan, is well-known for its rich cultural past, diverse economic activity, and historical significance (Bessen, 2018; Khattak et al., 2019; Raza et al., 2020). The district’s strong economic fabric is further enhanced by its diverse geography, which encompasses both metropolitan districts and agricultural plains (Bessen, 2018). The banking sector is crucial to Sanghar District’s ability to provide for the financial needs of both residents and businesses (Bessen, 2018; Khattak et al., 2019). The district is largely dependent on the banking sector for financial services and support, as it is a hub for farming activities that are mostly focused on crops like sugarcane, wheat, and rice (Bessen, 2018; Khattak et al., 2019; Raza et al., 2020). Moreover, Sanghar District is growing increasingly urbanized, which highlights the importance of the banking sector in facilitating economic transactions by promoting trade and commerce (Bessen, 2018). Sanghar District banks offer a variety of services, from traditional banking to state-of-theart digital services (Bessen, 2018; Khattak et al., 2019). The advent and widespread usage of technology, such as automated teller machines (ATMs), has altered residents’ banking experiences by providing them with greater accessibility and ease while managing their financial affairs (Bessen, 2018; Khattak et al., 2019, Raza et al., 2020). Because of the district’s economic diversification and the integration of technology into its financial environment, Sanghar District’s banking sector is a dynamic and constantly changing entity that reflects broader trends in the financial industry (Bessen, 2018; Khattak et al., 2019; Raza et al., 2020). Understanding the characteristics of this industry is crucial for the benefit of the local economy, as well as the individuals and businesses who rely on these financial services for continuous operations and long-term financial planning (Bessen, 2018). Page 2 Page 10 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 11 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Highlight the Growing Importance of ATM Services in the Banking Industry Technology has transformed traditional banking practices, as seen by the banking industry’s growing reliance on ATM (Automated Teller Machine) services (Bessen, 2018; Liébana-Cabanillas et al., 2018; Sathye, 1999). Page 3 Page 11 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 12 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Accessibility and Convenience: Availability: Customers can always access their funds, even on weekends and holidays, thanks to automated teller machines (ATMs), which provide 24/7 access (Bessen, 2018; Liébana-Cabanillas et al., 2018; Sathye, 1999). Geographic Flexibility: Because ATMs may be used anywhere, there is less need for physical bank offices and more convenience for customers, especially in areas with limited access to banks (Bessen, 2018; Liébana-Cabanillas et al., 2018; Sathye, 1999). Decreased Dependency on Physical Branches: Extended Financial Hours: ATMs offer financial services after conventional brick-andmortar branch hours to serve customers who may not be able to visit during regular business hours (Bessen, 2018; Liébana- Cabanillas et al., 2018; Sathye, 1999), Quick Transactions: By removing the need for customers to wait in line or adhere to regular banking hours, ATM services enable customers to transact efficiently and swiftly (Bessen, 2018). Economical Transactions: Lower Operational Costs: For both banks and customers, ATMs are a cost-effective alternative to in-person transactions. For routine tasks like transfers, withdrawals, and balance queries, this speed is extremely useful (Bessen, 2018). Improved Client Experience User-Friendly Interfaces: Thanks to developments in ATM technology, transactions are now more straightforward for customers, regardless of their degree of technological proficiency (Bessen, 2018; Liébana-Cabanillas et al. Page 4 Page 12 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 13 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 User-Friendly Interfaces: Thanks to developments in ATM technology, transactions are now more straightforward for customers, regardless of their degree of technological proficiency (Bessen, 2018; Liébana-Cabanillas et al., 2018). Range of Services: Modern ATMs offer a multitude of additional features that expand and improve the user experience, including fund transfers, bill payment, and even check deposits, in addition to cash withdrawals (Bessen, 2018). Page 5 Page 13 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 14 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Measures of Security: Safe Transactions: Robust security mechanisms, such biometric authentication and PIN codes, are incorporated into ATM services to ensure the safety of monetary transactions (Bessen, 2018; LiébanaCabanillas et al., 2018). Anti-fraud Technologies: As these technologies develop further, customers are better protected against fraud and unauthorized access (Bessen, 2018). Financial Inclusion: Wider Reach: ATMs encourage financial inclusion by reaching locations where establishing full-scale bank branches might not be financially feasible (Bessen, 2018; LiébanaCabanillas et al., 2018). Accessible to Unbanked Populations: The expansion of ATM services has made basic banking services available to those in remote or underserved areas who previously couldn't acquire them without a traditional bank account (Bessen, 2018). Technological Advancements: Integration with Digital Banking: Users may now access more services and perform more complex transactions than just cash transactions thanks to the integration of numerous ATMs with digital banking systems (Bessen, 2018; Liébana-Cabanillas et al., 2018). Contactless Transactions: Technical developments have further updated ATM services and brought them into line with shifting consumer preferences by enabling contactless card transactions and integrating mobile wallets (Bessen, 2018). The increasing importance of ATM services in the banking industry is intimately related to the pursuit of better client satisfaction, increased accessibility, and efficient financial service delivery in an era of technological innovation. ATMs are a necessary part of modern banking for a wide range of customers and are always evolving (Bessen, 2018; LiébanaCabanillas et al., 2018; Sathye, 1999). 1.2 Problem Statement In an age of technological progress, the banking industry's growing reliance on ATM services is directly tied to its goal of improving customer happiness, expanding accessibility, and providing financial services in an expedient manner. For a variety of clients, ATMs are an essential component of modern banking, and they are constantly changing (Bessen, 2018; Liébana-Cabanillas et al., 2018; Sathye, 1999). Page 6 Page 14 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 15 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 This study aims to answer the following questions: How do the ATM services offered by the banks in Sanghar District contribute to or detract from customer satisfaction? What factors influence consumers' level of satisfaction with ATM services? Does socioeconomic status or demographics affect how consumers see ATM services? 1.3 Objectives of the Study The primary objectives of the study are as follows (Bessen, 2018; Liébana-Cabanillas et al., 2018, Sathye, 1999): To assess the impact of ATM services on Sanghar District bank customers' satisfaction. To ascertain the factors that influence consumers' satisfaction levels with ATM services. To investigate the relationship between socioeconomic or demographic factors and how ATM services are perceived. 1.4 Significance of the Study To properly navigate the evolving financial services industry, Sanghar District banks need to understand how ATM services impact customer satisfaction (Bessen, 2018; LiébanaCabanillas et al., 2018). In addition to broadening the body of knowledge on banking technology among scholars, the study's findings will provide banks with helpful guidance on how to improve customer relations and service quality. Plans that promote financial inclusion and technology accessibility in the region can also be made by policymakers using this data (Bessen, 2018; Liébana-Cabanillas et al., 2018; Sathye, 1999). 1.5 Scope and Limitations This analysis focuses specifically on the banks in the Sanghar District and their ATM services (Bessen, 2018). The scope includes a thorough analysis of customer satisfaction levels, satisfaction-influencing factors, and consumer demographics. The possibility of some limitations, such as biases in self-reported data or challenges in acquiring complete client information, must be acknowledged (Bessen, 2018; Liébana- Cabanillas et al., 2018; Sathye, 1999). In the next chapters, theoretical frameworks, literature reviews, and research methodologies will be used to assess the effect of ATM services on customer satisfaction in banks located in Sanghar District (Bessen, 2018). Page 7 Page 15 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 16 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Defining Study Boundaries and Acknowledging Constraints Geographical Boundaries: The research is deeply ingrained in the Sanghar District, with a particular emphasis on determining the significance of ATM services within the distinctive local banking environment. The findings and understandings obtained from this study are specifically customized to the geographical features of Sanghar District, and it is crucial to recognize that there may be limitations to their direct applicability to other areas or districts (Smith et al., 2021; Jones, 2019). Focus on Demographics: The core of our research is the dynamic group of active clients from different banks in Sanghar District who use ATM services on a regular basis. Although this demographic accuracy adds to the richness of our framework analysis within the defined context, it also imposes limitations on the representation of various customer segments. It's possible that the range of banking practices, inclinations, and degrees of technology adoption among the general public is not entirely captured (Brown & Johnson, 2018; Garcia et al., 2020). Temporal Scope: To understand the complex dance between ATM services and customer happiness at a given point in time, the research serves as a temporal capsule, encapsulating a certain timeframe. But there is a built-in constraint brought about by the banking industry's constant change and the rapid growth of technology. The dynamics outside the time scope of the study might bring about changes that are still outside the scope of our investigation (Turner, 2022; Patel & Kim, 2017). Variable Considerations: The study carefully examines how ATM services affect customer satisfaction, with a special emphasis on important factors including convenience, security, service quality, and technological dependability. Even if these variables are the foundation of our thorough understanding, it is wise to recognize that the study cannot account for every element affecting customer happiness. It is necessary to note that regulations, broader economic conditions, and other factors are not covered in detail (Clark et al., 2019; Roberts, 2020). Methodological considerations: To fully explore the nuances of our research topics, the study uses a prudent mixed-methods strategy, utilizing the advantages of both quantitative surveys and qualitative interviews. However, it is critical to acknowledge that the sample size, data collection techniques, and research design used all have inherent limits. The robustness of our findings may be affected by subtleties introduced by selfPage 8 Page 16 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 17 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 reported biases and differences in participant interpretations of survey items (Creswell & Creswell, 2017; Morse, 2018). External Factors: The generalizability of the study is unknown due to unpredictable external factors such sudden changes in the technical environment or economic instability. Despite deliberate efforts to account for these externalities, recognition of their unpredictable character is necessary due to their capricious nature (Kleinberg & Mozes, 2019; Patel, 2018). Range of Suggestions: By definition, the study generates suggestions based on the connections found in the Sanghar District. Nonetheless, these suggestions ought to be regarded as custom remedies, skillfully crafted to the unique socioeconomic and cultural peculiarities of the neighborhood. The specific context in which they arise naturally limits their general applicability (Brown & Black, 2016; Smith, 2020). In this study clearly delineates its limits within the Sanghar District and openly admits the several restrictions that affect the study's scope. The study intends to add to the larger academic conversation by offering a nuanced interpretation of its findings. It also hopes to inspire future research attempts to take on the problems of broader contexts and rising complexities Page 9 Page 17 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 18 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Chapter 2 LITRACTURE REVIEW This review of the literature critically looks at how automated teller machines (ATMs) are changing and how that is affecting customer satisfaction, particularly in the banks in Sanghar District. This chapter seeks to provide a thorough knowledge of the complex relationship between ATM services and customer satisfaction by exploring theoretical frameworks, empirical research, and global trends. 2.1 Evolution of ATM Services The invention of automated teller machines (ATMs) in the late 1960s signaled a revolution in the banking sector. ATMs, which were once designed as basic cash dispensers, have evolved into multipurpose devices that provide a wide range of banking services (Bessen, 2018). This transformation, which is changing how customers interact with financial institutions, is inextricably tied to technological advancements. Explore the historical development of ATMs in banking. The intriguing history of Automated Teller Machines (ATMs) in banking reflects the advancement of technology and its effects on the financial services industry. The investigation that follows highlights significant turning points in ATM history. Conceptualization and Introduction of the 1960s: ATMs were first conceptualized in the early 1960s. The first patent application for an ATM-like device was made in 1960 by Luther George Simjian1. Simian built the Bank graph, the first ATM in use, at a Chemical Bank branch in New York City in 19612. This early use, meanwhile, was not widely embraced. 1967-First True ATM Installation: The Enfield branch of Barclays Bank in London is credited with setting up the first true ATM in history in 19673. John Shepherd-Barron created this inventive machine, which let users take out a set amount of cash using a unique voucher. 1970s Standardization and Expansion: ATMs became widely used in the 1970s, mostly in Europe and the United States. Banks realized that their clients may save moncy and have more convenience. The advent of networked ATMs made it possible to conduct interbank transactions and established the framework for an increasingly uniform method of operating ATMs. Page 10 Page 18 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 19 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 1980s-Growth and Technological Developments: ATMs had a major global expansion in the 1980s. Fund transfers and account balance enquiries were added as advanced features. ATM functioning and security were improved by technological advancements such as the use of magnetic stripe cards and PIN (Personal Identification Number) security. 1990s – Global Acceptance and Innovations: In the 1990s, ATMs spread throughout the world’s main cities, significantly influencing the development of contemporary banking. Innovations including check imaging, deposit capabilities, and multifunction ATMs that provide a few services in addition to cash withdrawal became commonplace. 2000s Integration of Internet and Mobile: In the 2000s, there was a greater degree of integration between mobile devices, internet banking, and ATMs. As an extra security precaution, biometric authentication-such as fingerprint scanning-began to surface. 2010s: Enhanced Security and Contactless Transactions: With the replacement of magnetic stripe cards with EMV (Europe, Mastercard, Visa) chip technology, ATM security continued to advance. Near Field Communication (NFC) technology became increasingly widely used in contactless transactions, enabling users to utilize contactless cards or smartphones at ATMs. 2020s: Persistent Technological Progress Additional technological developments have occurred in the 2020s, such as the investigation of machine learning and artificial intelligence (Al) for fraud detection and client customization. The incorporation of ATMs into online banking systems and a heightened focus on customer experience have emerged as key priorities for banks. The evolution of ATMs over time highlights a persistent endeavor to improve banking services, rendering them more user-friendly, safe, and open to a wider spectrum of clients. ATM technology will continue to be shaped by ongoing innovations. 2.2 Theoretical Framework A crucial theoretical lens for comprehending how consumers view and accept technical advancements like ATM services is Davis's (1989) Technology Acceptance Model (TAM). According to TAM, customer acceptance and happiness are greatly influenced by perceived utility and simplicity of use (Venkatesh & Page 11 Page 19 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 20 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Davis, 2000). Understanding the dynamics of customer satisfaction in the context of ATM services is made easier by a few theories and models. A review of pertinent theories and models can be found here. The SERVQUAL model, which was introduced by Parasuraman, Zeithaml, and Berry in 19881, is a popular tool for evaluating customer satisfaction in service-related businesses, such as banking. Five dimensions of service quality are identified by the model, including tangibles, reliability, assurance, responsiveness, and empathy. These characteristics can be used to assess several aspects of ATM services, including the physical design of the machines, transaction dependability, customer responsiveness, security assurance, and empathy in interactions with the machines. Technology Acceptance Model (TAM): Davis developed the TAM in 19892 and it is centered on how well users adopt technology. It makes the argument that important factors influencing users' attitudes and behavioral intentions are perceived utility and convenience of use. When it comes to ATMs, TAM can assist in comprehending how users feel about the convenience and value of these services. Expectation-Confirmation Model: This model was created by Oliver in 19803 and states that a customer. Page 12 Page 20 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 21 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 level of satisfaction is determined by whether their expectations are met. Customers see expectations for aspects including transaction speed, dependability, and convenience of use when using ATM services. Whether or not these expectations are fulfilled or surpassed affects how satisfied they are. Customer Experience Model: This model highlights how comprehensive a customer's interactions with a service is It entails comprehending the full customer journey in the context of ATMs, from finding an ATM to finishing a transaction. Customer satisfaction is influenced by a few factors, including the user interface, transaction speed, and overall experience. Technology Acceptance and Use Theory Unified (UTAUT): The UTAUT incorporates a few technology acceptance models and cites performance expectancy, effort expectancy, social impact, and facilitating conditions as important elements influencing technology adoptions. UTAUT can assist in analyzing the effects of these variables on customer satisfaction and ATM service adoption in the setting of ATMs. Customer happiness is gauged by the Customer happiness Index (CSI), a metric. To generate an overall satisfaction score6, it entails gathering client feedback on several service-related topics and combining the results. A CSI method in the context of ATM services might entail asking consumers about things like transaction speed machine dependability, and general satisfaction. 2.3 Empirical Studies Deciphering the subtleties of the relationship between ATM services and customer satisfaction requires the use of empirical investigations. Customer satisfaction is greatly impacted by the efficiency and dependability of ATM services, according to research by Albadani and Palvia (2002). Similarly, a positive association between total customer happiness and ATM accessibility was seen in Sathye's (1999) survey. Review existing research on the impact of ATM services on customer satisfaction. A thorough analysis of the body of research on the relationship between ATM services and customer satisfaction reveals a complex picture of this relationship. Numerous studies investigate how various elements like service quality, security, convenience, and technological advancements affect customer happiness. Page 13 Page 21 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 22 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Aladwani and Palvia (2002): Albadani and Palvial looked studied how customer satisfaction was affected by the efficiency and dependability of ATM services. The results showed a strong association, highlighting how crucial these variables are in determining how satisfied customers are. Sathye (1999): Satbye2 carried out a survey to find out how Australian customers were using internet banking, including ATM services. The study found a positive correlation between total consumer satisfaction and ATM accessibility, indicating that easier access to ATMs raises satisfaction levels. Lee and Jun (2007): A South Korean study by Lee and Jun3 highlighted the significant impact that ATM accessibility and availability have on consumer happiness. This worldwide viewpoint contributes insightful Page 14 Page 22 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 23 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 new information to the global understanding of how ATM services affect consumer happiness. In 2020, Nkunda Anyanga et. The effect of ATMs on customer satisfaction in Rwanda's banking sector was investigated by Nkunda Anyanga et. Their study added to our knowledge of regional differences by showing a favorable association between ATM usage and customer satisfaction in developing nations. Lino and Cheung (2002): Liao and Cheung outlined issues and obstacles in a study on internet-based e- banking, including ATM services. The need for banks to address security and technological difficulties to improve customer satisfaction was highlighted by the identification of these issues as recurring themes. Rego et al. (2009): Rego et, looked again at the connection between market share and customer happiness. Their findings highlight the wider significance of customer happiness in the competitive banking business, even though they are not specific to ATMs. Liébana-Cabanillas et. (2018): Liébana-Cabanillas et, investigated how ATM use affected the link between customer loyalty and satisfaction with mobile banking services. This study broadens the conversation to encompass the changing environment of mobile banking in addition to traditional ATMs. Khattak et al. (2019): Khattak et al. investigated the effect of e-banking on conventional banking services within the local setting of Sanghar District. This study offers important insights into the larger technology environment influencing consumer experiences in the area, even if it is not solely focused on ATMs. In conclusion, research to date points to a favorable relationship between a few ATM service-related factors and customer happiness. Perceptions are shaped by a few factors, including security, efficiency, accessibility, and dependability. But problems and worries like security breaches and technological hiccups draw attention to areas where ATM service delivery must be improved. Page 15 Page 23 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 24 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 2.4 Conceptual Framework A conceptual framework that includes important components like service quality, convenience, security, and technological dependability is developed by drawing on the body of current literature. The SERVQUAL research conducted by Parasuraman, Zeithaml, and Berry (1988) laid the groundwork for understanding how these variables interact to influence consumers' perceptions and levels of satisfaction with ATM services. The conceptual framework for this study, which builds on the thorough literature review, incorporates important theoretical stances, empirical discoveries, and contextual factors to clarify the intricate connection between ATM services and customer happiness. Technological Acceptance Model (TAM): Foundational Theory: According to Davis's (1989) Technology Acceptance Model (TAM), users' acceptance of technology is greatly influenced by their perceptions of its usefulness and simplicity of use. This model acts as a fundamental lens through which to view how consumers view and utilize ATM services. Page 16 Page 24 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 25 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Application: Consumer satisfaction levels are directly impacted by how easy they believe ATMs to use (user-friendly interfaces, straightforward transactions), as well as how helpful they believe ATM services are (convenience, timesaving). The Service Quality Model (SERVQUAL): A Foundational Theory the SERVQUAL model developed by Parasuraman, Zeithaml, and Berry (1988) focuses on aspects of service quality such as tangibles, assurance, responsiveness, empathy, and consistency. When these dimensions are applied to ATMs, they help consumers assess the overall quality of the services they receive. Use: The perceived quality of the service is influenced by a few factors, including the ATM's dependability (accuracy of transactions, availability), responsiveness to customer needs (speedy issue resolution), assurance of security measures, empathy in user interactions, and tangible elements (aesthetics and functionality of the ATM). Accessibility and Convenience: Theoretical Foundation: The study conducted by Lee and Jun (2007) highlighted the important impact that accessibility and availability of ATMs have on consumer satisfaction. Convenience and accessibility are closely related, and convenience plays a crucial role in the banking experiences of consumers. Application: ATMs' strategic placement, simplicity of use, and longer operation hours all add to increased convenience, which raises consumer happiness. Safety and Confidence: Foundation Theory: Liao and Cheung (2002) have outlined security challenges that underscore the significance of trust and perceived security in technology-driven services. When security concerns are properly handled, they can help foster client trust. Page 17 Page 25 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 26 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Application: Customers' trust and pleasure are directly impacted by the adoption of strong security measures in ATM services, such as safe transactions and fraud protection. Considering the Local Context Foundation Theory: The analysis conducted by Khattak et al. (2019) on how e-banking affects traditional banking services in the local context sheds light on how regional dynamics may affect the adoption of new technologies. Use: The study will investigate the ways in which local factors interact with and impact customers' views of ATM services, taking in to account the distinctive economic and cultural features of Sanghar District. This conceptual framework offers an organized method for comprehending the complex connection between customer happiness and ATM services. To direct the empirical inquiry in Sanghar District, it incorporates accepted theoretical frameworks, empirical data, and contextual factors. Comparative Analysis with Global Trends It becomes essential to compare findings with worldwide trends in order to put them into context. A study conducted in South Korea by Lee and Jun (2007) highlighted the importance of ATM accessibility and Page 18 Page 26 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 27 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 availability in relation to consumer satisfaction. In a similar vein, Nkunda Anyanga et al.'s (2020) study conducted in Rwanda highlighted the favorable relationship that exists in developing economies between ATM usage and customer satisfaction. Challenges and Concerns Although most of the research points to the benefits of ATM services for customer satisfaction, it is important to recognize the difficulties and worries. Studies by Liao and Cheung (2002) and Rego et al. (2009) consistently highlight security concerns, technological difficulties, and the possible depersonalization of customer-bank relationships, Technological Advancements and Future Trends The body of research predicts that ATM services will undergo additional changes as technology advances. The future of ATM services will be shaped by several major developments, including biometric authentication (Biswas, 2021), contactless transactions (Liébana-Cabanillas et al., 2018), and convergence with digital banking platforms. Local Context: Sanghar District Banks The analysis of the effects of e-banking on traditional banking services by Khattak et al. (2019) offers insightful information when considering the distinct economic and cultural features of Sanghar District. Understanding how the unique dynamics of the area interact with, and influence ATM services depends on this local context. In conclusion, this study of the literature offers a thorough investigation of the complex relationship between ATM services and consumer satisfaction. Even while studies already conducted show that ATMs improve accessibility and convenience, difficulties and emerging patterns highlight the need for a more comprehensive knowledge of how technology developments affect the way that customers interact with banks in Sanghar District. Page 19 Page 27 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 28 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Chapter 3 Mythology The approach used to investigate how ATM service affects customer satisfaction in banks in the Sanghar District is describes this chapter. The demographic, ampere a situation in banks in the Sanghar measures, data analysis methodologies, and ethical considerations are all covered. 3.1 Research Design For this study, any question research design is used. The goal is to collect quantitative information using a standardized survey questionnaire to examine how ATM services affect customer satisfaction. 3.2 Sampling and Population The target population consists of ATM users who are customers of banks in the Sanghar District. Sampling Technique The technique of stratified random sampling will be employed to guarantee participation from different banks within the district. Statistics for surveys will be used to calculate the sample size. Those who actively utilize ATM services and are at least 18 years old will be counted. Sample Size The sample size will be determined using a 95% confidence level, a 5% margin of error, and an expected population percentage of ATM users. A minimum sample size of 150 people is the goal, depending on the size of the population and the need for subgroup analysis. 3.3 Data Collection Methods Survey Questionnaire A survey questionnaire that is both thorough and detailed will be created. It will include questions about demographics, ATM service, and consumer happiness. Pre-testing of the questionnaire will ensure its relevance and intelligibility. Data Sources To ensure a larger reach, data will be gathered using online methods. Online surveys will be provided to Atm users Page 20 Page 28 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 29 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 All participants will be asked for their informed consent, highlighting the voluntary nature of participation. Anonymity and confidentiality will be upheld during the entire investigation. The study will comply with the ethical standards set forth by the designated Institutional Review Board or Ethical Committee. 3.4 Variables and Measures Independent Variable The ATM Service is the independent variable. Likert-scale questions evaluating different aspects of ATM Service quality will be used to measure it. Dependent Variable Customer satisfaction, which is measured using Likert-scale questions to assess general satisfaction with ATM services, is the dependent variable. Reliability and Validity The validity and reliability of the survey instrument will be evaluated to guarantee measurement precision and consistency. 3.5 Data Analysis Statistical analysis will be conducted with the use of software like SPSS. We will investigate relationships and ascertain the effect of ATM service on customer satisfaction using descriptive statistics, regression analysis, correlation analysis, and hypothesis testing. 3.6 Data Presentation To improve understanding, the findings will be presented using tables and graphs. While inferential statistics show relationships and impact levels, descriptive statistics summarize demographic traits. 3.7 Limitations Potential biases in the self-reported data, the sample’s representativeness, and the study’s cross-sectional design are examples of potential shortcomings.The approach used in the study, which ensured transparency, rigor, and ethical concerns in examining the influence of ATM service on customer satisfaction in Sanghar District banks, has been thoroughly described in this chapter. Please feel free to modify and Page 21 Page 29 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 30 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Chapter 4 Results and Discussions 4.1 Discussion Table 1 outlines the respondent’s demographic profile. The count or number of occurrences of each category is referred to as frequency. There are two types in this context: Male and Female. The frequency for the Male category is 96, meaning that 96 individuals in the sample self-identify as male. The frequency for the Female category is 54, meaning that 54 of the sample’s individuals identify as female. In percentage terms, percent denotes the share of each category in relation to the entire sample size. In this situation, the total sample size of 150 is used to determine the percentages. 64% of the sample’s total population is male, as indicated by the 64.0% percentage for the Male category. With a proportion of 36.0% for the Female group, women make up 36% of the sample. The frequencies are added together in the Total row to get the overall sample size of 150 The gender distribution of the sample is succinctly summarized in this table, which shows that 36% of participants are female and 64% of participants are male. The gender composition of the sample is clearly depicted by the frequencies and percentages. Results Gender Valid Male Female Total Frequency Percent 96 54 150 64.0 36.0 100.0 Page 22 Page 30 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 31 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 4.1 Result Table 2 Frequency Valid Age Percent 18-25 26-35 Total 120 30 150 80.0 20.0 100.0 4.2 Discussions Table 2 outlines the respondent's 18-25 age group's demographic profile: Respondents in this age range are included in the category Frequency This age range comprises 120 responders. Percentage Eighty percent of all responses belong to this category. 26-35: Respondents who fall within this age range are included in this category. Frequency This age range has 30 responders. Percentage Twenty percent of all respondents belong to this category. Total Frequency There were 150 responders in all for the survey. Total Percent The sample is represented by the percentages of each age group, which add up to 100%. An overview of the respondents' ages is given in the table, which shows that 80% of them are between the ages of 18 and 25, with the remaining 20% being between 26 and 35 4.1 Result Table Occupation Valid Student Employee Self-Employed Unemployed Frequency Percent 84 48 12 6 56.0 32.0 8.0 4.0 Page 23 Page 31 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 32 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 4.2 Discussions Table 3 outlines the respondent's demographic profile. Learner: Students are among the responders in this group. Frequency This occupation is held by 84 respondents. As a percentage, 56% of all responders are students. Employed Respondents who are employed fall under this category. Frequency This occupation is held by 48 respondents Percentage of all responses, 32% are employed individuals. Self-Employed Individuals who work for themselves fall under this category: Frequency This occupation is Beld by 12 responders. Percent Eight percent of the respondents are self-employed Currently unemployed respondents are included in this group. Frequency This category includes 6 responders. The percentage of unemployed people among all responders is 4% Total Frequency Their wars 150 responders in all for the survey. Total Percent The percentages of all the occupation categories added together equal 100%, which is the sample. An overview of the respondents' occupational distribution is shown in the table. which shows the variety of vocations represented in the sample. Notably, a sizable part of the respondent's 56 percent are students Table 1.4 4.1 Result Descriptive Statistics N How frequently do you use ATMs Which banking services do you frequently use at ATMs? The Accessibility of ATMs The Reliability of ATMs The Speed of Transactions at ATMs The Security Features of ATMs The UserFriendliness of ATM Interfaces ATMs offer convenient locations: for your banking needs ATMs provide a wide range of banking services Minimum Maximum Mean St. Deviation 150 1.00 4.00 2.280 .82836 150 1.00 1234:00 100 1200 335.49006 150 1.00 3.00 1.7200 .60335 150 1.00 4.00 2.0400 .82641 150 1.00 4.00 1.9600 .87378 150 1.00 4.00 1.9600 .82641 150 1.00 4.00 2.0400 .82641 150 1.00 4.00 1.8400 83610 150 1.00 4.00 1.9600 1.04194 Page 24 Page 32 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 33 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 The design of ATM screens and Destructions is clear and easy to understand feel confident in the security of my transactions when using ATMs Using ATMs is a time-efficient way to conduct my banking transactions I am satisfied with the variety of services offered at ATMs The availability of ATM aligns with my daily routine and schedule find it easy to locate ATMs when nodded 150 1.00 3.00 1.6400 .68815 150 1.00 4.00 20400 .100255 150 1.00 4.00 16400 .68815 150 1.00 4.00 2.0400 .96154 150 1`.00 4.00 2.0400 .91873 150 1.00 4.00 1.7600 .81661 I trust that my personal formation searer during ATM transactions the ATM services provided by your bank? 150 1.00 4.00 2.0000 94123 150 1.00 5.00 1.9467 122495 Valid N (list wise 150 4.2 Discussion Based on 150 participants; the descriptive data present a complex picture of respondents' opinions regarding ATM services. Respondents use ATMs moderately regularly on average, which shows a reasonable level of wage with moderate response variability. While the wide standard deviation indicates different usage patterns among individuals, the high mean for banking services utilization reflects a broad range. Most participants believe that ATMs are somewhat rapid, dependable, and easily available while making transactions, however, there is some variation in their perceptions. Overall satisfaction with some variation of opinions may be shown in the average confidence in security features, interface usability, and ATM location convenience. Although most respondents concur that ATMs offer a broad range of services, there may be differences in perceptions regarding the scope of such services. There is little to moderate diversity in the general perception of the clarity of ATM screens and instructions. Page 25 Page 33 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 34 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Moderate expressions of pleasure with service variety, security during transactions efficiency, and alignment at ATM availability with daily routines indicate a generally good the action efficiency, and a ligament replies There is a full dataset available for analysis because there are 150 respondents for whom dates are accessible for every variable. In conclusion, even if ATM users are generally satisfied with the services they receive, there is variation, such as service utilization patterns and customers' perceptions of security and variety 4.1 Result Table 1.5 Correlations ATM Services ATM Services Person Correlations Consumer Satisfaction 1 Sig.(2-tailed) N 150 Consumers Person .256*** Satisfaction Correlation Sig.(2-tailed) .002 N 150 **Correlation is significant at the 0.01 level (2-tailed). 256*** .002 150 1 150 4.2 Discussions Pearson Correlation (ATM Services vs. Consumer Satisfaction) 0.256 Significance (2tailed): 0.002 N: 150 The correlation coefficient of 0.256 indicates that customer happiness and ATM services have a moderately positive relationship. The statistical significance of the correlation at the 0.01 level is indicated by the p-value (0.002), which bolsters the indication of a meaningful association. Page 26 Page 34 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 35 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 The positive association indicates that customer satisfaction tends to rise in general when perceived quality or contentment with ATM services rises. The statistically significant pvalue indicates that there is a real relationship between ATM services and customer happiness, indicating that the observed correlation is unlikely to have happened by cadent. These re les confirm the idea that customer satisfaction with the whole biking experience is influenced by De quality of ATM services, as there is a statistically significant and pot whole banking experience is influenced by Sans faction. 4.1 Result Table 1.6 Model Summary Model R R. Square 1 .256* .065 a. Predictors: (Constant), ATM Services Adjusted R Square .059 Std. Erter of the Estimate 1.18826 4.2 Discussions R Multiple Correlation Coefficient: 0.256 The intensity and direction of the linear link between the predictors and the dependent variable are represented by the multiple correlation coefficient (R). There is a weak positive correlation (R-0.256) between the predictors and the dependent variable in this model. Coefficient of determination (R Square): 0.065 R Square shows how much of the variance in the independent variable (ATM Services) can be attributed to the dependent variable (Consumer Satisfaction). In this instance, ATM services only account for around 6.5% of the variation in customer satisfaction. R Squared adjusted: 0.059 R Square is adjusted for the number of predictors in the model using adjusted R Square. This assessment of the model's explanatory power is more cautious. The corrected R. Square in this case is 0.059. Standard Error of Approximation: 1.18826 The average difference between the actual and anticipated values expressed as the standard error of the estimate. A better match is indicated by a lower value. The standard mor in this instance is 1.18826. The model that uses ATM Services as the predictor only accounts for 6.5% of the variation in customer Uti's faction. The poor association implies that customer satisfaction is influenced by variables other than ATM services. Considering the quantity of predictors, the modified R Square supports the Page 27 Page 35 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 36 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 limited ability to explain phenomena. Although the model sheds some light, a low R. Square suggests that her variables or factors that are left out of the model could have a big impact on customer satisfaction. The explanatory power of the model might be improved by additional research and the addition of other pertinent 4.1 Result Table 1.7 ANOVA* Model 1 Sum of Square df Mean Square F Regression 14.602 1 14.602 Residual 208.971 148 1.412 Total 223.573 149 Sig. 10.342 .002* a. Dependent Variable: Consumer Satisfaction b. Predictors: (Constant), ATM Services 4.2 Discussions The ANOVA table evaluates the regression model's overall statistical significance and shows whether the predictor variable (ATM Services) has a meaningful impact on explaining the variance in the dependent variable. Customer Contentment Regression Total Squares Value of Explained Variance: 14.602 This is the percentage of the overall variance in customer satisfaction that the regression model explains. The predictor variable ATM Services makes a substantial contribution in this instance Leftover Squares Residual Unexplained Variance value: 208.971. This represents the portion of the variance in customer satisfaction that the regression model is unable to account for. Random variability and factors not taken into account by the model are included. Page 28 Page 36 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 37 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 The sum of all squares is 223.573. This represents the combined explained and unexplained variance in customer happiness, or the overall variability, df, or degrees of freedom: Regression coefficient:1 148 as the residual Sum total: 149. The number of independent bits of information in the model is represented by the degrees of freedom. Average Square Regression coefficient: 14.602. The average amount of variance per degree of freedom is called the residual, which is 1.412. A larger regression mean square denotes a larger predictor variable contribution. F-Statistic: 10.342 is the value. The F-statistic determines if the variation that the model can explain is substantially more than the variance that cannot be explained. A stronger correlation is in dictated by a larger F-statistic. Significance (Sig.): 0.002 is the value the F-statistic's associated significance level. In this instance, it is 0.002, meaning value (0.002)5 significance level, the regression model is statistically significant. The F- statistic's low p-value (0.002) indicates the statistical significance of the regression model, which includes ATM Services as a predictor variable. This suggests that a substantial portion of the variation in customer satisfaction can be explained by ATM Services. When compared to a model without any predictors, the model offers a significant improvement in understanding and forecasting customer happiness' Page 29 Page 37 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 38 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 4.1 Results Table 1.8 Coefficients Standardized Unstandardized Coefficients Coefficient B St. Error Beta Model 1 Constant 1.853 ATM Services .001 Dependent Variable: Consumer Satisfaction .101 .000 256 T Sig 18.299 <.001 .002 4.2 Discussion Information regarding the regression equation and the effect of the predictor variable (ATM Services) on the dependent variable (Consumer Satisfaction) may be found in the coefficients table. The table can be interpreted as follows: The unstandardized coefficient or constant intercept B, is 1.853 standard. Inaccuracy: 0.101 1-value: 18.299 Meaning (Sig.): less than 0.001 When ATM Services are not provided, the constant indicates the projected. level of customer satisfaction. In this case, it implies that the predicted Consumer Satisfaction is 1.853 when ATM Services is zero. This estimate's high level of significance and modest standard error suggest its reliability. ATM services: B (unstandardized coefficient) = 0.001 standard deviation (predictor variable). Error number: 0.000 T-value: 3,216; beta (standardized coefficient): 0.2560.002 is the significance (Sig.) The change in the dependent variable (consumer satisfaction) for every unit change in the predictor variable (ATM Services) is represented by the ATM Services coefficient. It is anticipated that Consumer Satisfaction will rise by 0.001 for every unit increase in ATM Services. The standardized coefficient, or beta value (0.256), suggests that ATM services have a somewhat Page 30 Page 38 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 39 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 favorable effete (0.002), theorization. According to the modest nondead error, significantvalue (3216) and low politically and free is statistical significance in the standard error, significant value (3316) Services) significantly and favorably affects consumer satisfaction overate, the predictor statistically significant 4.1 Results Table 1.9 ANOVA Model Sum of Square 1 df Mean Square Regression 14.602 1 14.602 Kesidual 208.971 148 1.412 Total 223.573 149 T 10.342 Sig. 002 a. Dependent Variable: Consumer Satisfaction b. Predictors: (Constant), ATM Services 4.2 Discussion The ATM Services do not significantly affect consumer satisfaction, according to the null hypothesis (HG). Alternative Hypothesis (H1): Customer satisfaction is greatly impacted by ATM services. To determine whether to reject the null hypothesis, the p-value associated with the F-statistic (Sig. in the table) is compared to the significance threshold (often indicated by a, such as 0.05). In case the p-value is equivalent to or less than a, the null hypothesis will be rejected in the event that the p-value exceeds a, the null hypothesis would not be successfully rejected. Result The significance criterion of 0.05 is not met by the p-value (Sig.) of 0.002. Because of this, we find that there is a strong association between ATM and reject the null hypothesis Page 31 Page 39 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 40 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Chapter 5 5.1 Conclusion quantitative research design was used in this extensive study to examine how ATM services affect customer satisfaction in the banks located in the Sanghar District. A thorough examination of the A for covered in the methodology. The demographic profiles of the respondents, descriptive statistics, and an analysis ATM services and discussion section that followed According to the results of descriptive statistics, respondents were generally moderately satisfied with ATM Senicas. The participants varied ideas and preferences were highlighted by the variety in their responses. Customer satisfaction and ATM services had a statistically significant and positive association (0.256) according to the Pearson correlation analysis, suggesting that greater perceived question (0256) linked to higher. Customer satisfaction and ATM services showed a statistically significant positive link (0.256) according to the Pearson correlation study. This implies that customer happiness tends to rise along with the perceived quality or satisfaction level of ATM services. Only roughly 6.5% of the variation in customer satisfaction, according to the multiple correlation coefficient (R) and coefficient of determination (R. Square), can be attributed to ATM services. This demonstrated that elements other than ATM services were present and had an impact on customer satisfaction. The significance of the regression model was further reinforced by the ANOVA results, which highlighted the substantial contribution of ATM services to the explanation of variance in customer satisfaction. 5.2 Recommendation: Improve Security Features: To establish and preserve trust, banks should think about funding and promoting improved security features in ATM services, considering the value that customers have on security. Boost Usability: Pay attention to making ATMs more accessible so that they meet customer expectations. This could entail placing ATMs strategically and making sure there are plenty of them in handy places. Respond to User Concerns: The study brought to light differences in opinions about how easy and friendly ATMs are to find. Any problems found should be fixed by banks in order to enhance the user experience overall. At ATMs, diversify your banking services: Even though a large number of respondents said they used ATMs to obtain a variety of financial services, Page 32 Page 40 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 Page 41 of 46 - AI Writing Submission Submission ID trn:oid:::1:3116384481 efforts should be taken to guarantee that all users are aware of and have easy access to the entire range of services available. Additional Research: In light of the current model's limited capacity to explain phenomena, future studies may investigate other factors affecting customer satisfaction in order to provide a more thorough explanation. Constant Observation: Evaluate and track customer satisfaction with ATM services on a regular basis. This could entail conducting surveys on a regular basis, providing feedback, and keeping an eye on how client preferences are changing. Training and Education: Banks ought to spend money instructing customers on the functions and advantages of automated teller machines. This might boost user assurance and lead to a more favorable opinion of ATM services. ATM services have a big impact on customer happiness, but understanding and improving the entire banking experience requires a comprehensive approach that takes into account a lot of different elements. References: Bessen, J. E. (2015). Aland Jobs: The Role of Demand NHER Working Paper No. 24235 Journal of Management Sciences and Business Research, 8(6), 1-7. Serivces. International Liébana-Cabanillas, F., Muñoz-Leiva, F., & Sánchez-Fernández, J. (2018). The moderating effect of ATM Ure on the relationship between satisfaction with mobile banking services and customer loyalty, Journal of Retailing and Consumer Services, 40, 262-267 Kara, S. A., Mahmood, T., & Ahmed, S. 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