Nursing Research Nursing Research Involves a systematic search for knowledge about issues of importance to the nursing profession Research on the process of care and clinical problems encountered in the practice of nursing Clinical Nursing Research o Hug Therapy o Coping dynamics of Adolescents with ADHD Research in Nursing Broader study of people and the nursing profession including historical, ethical and policy studies Focused on ethical issues in nursing o Core Competency Standards o Patient Satisfaction among Surgical Patients Evidence-Based Practice Conscious and judicious use of current “best” evidence in the care of patients and delivery of health care services (Titler, 1999) Conscientious use of current based evidence in making clinical decisions about patient care Levels of Evidence Level 1 Systematic review of Randomized Clinical Trials Systematic review of non-randomized trials Level 2 Single RCT Single non-randomized trial Level 3 Systematic review of correlational or observational studies Level 4 Single correlational or observational study Level 5 Systematic review of descriptive or qualitative or physiologic studies Level 6 Single descriptive or qualitative or physiologic studies Level 7 Opinions of authorities, experts, committees May sometimes be outdated Importance of Research in Nursing ULTIMATE GOAL: To improve the practice of its members so that services provided to its clientele will be maximally effective Enhance professionalism Proof of accountability Strengthen social relevance of nursing Basis for sound decision making Sources of Human Knowledge Tradition Certain truths are accepted as given on the basis of inherited customs or tradition Authority Refer to people with specialized expertise Not enough when used alone Experience and trial and error and intuition Own experiences represent a familiar and functional source of knowledge Logical Reasoning Combines experience, intellectual faculties and formal system of thought Assembled information Benchmarking data University of Santo Tomas – College of Nursing / JSV - Disciplined Research Most sophisticated method of acquiring knowledge Findings from rigorous research investigations are considered to be at the pinnacle of the evidence hierarchy for establishing an evidencebased practice Purposes of Nursing Research Identification - what is the phenomenon? Description- observe, count, classify, delineate the phenomenon Exploration - investigates the full nature of a phenomenon, its manifestations and factors affecting it Explanation - attempts to explain the why or underlying cause/explains systemic relationship Prediction- what will happen if? Control - how can the phenomenon be altered? ETHICAL CONSIDERATIONS IN RESEARCH Nuremburg Code First internationally accepted effort to set up formal ethical standards governing human research subjects Requires informed consent for all cases Helsinski’s Declaration Differentiates 2 major types of research: o That which is essentially therapeutic o That which essentially directed toward developing knowledge and has no therapeutic value Belmont Report Articulated 3 primary ethical principles Principles of Beneficence o Freedom from harm o Freedom from exploitation Involvement in research should not place subjects at a disadvantage or expose to situations they have not been explicitly prepared Assures subjects that their participation will not be used against them o Balancing benefits and risks (benefit-Risk Ratio) Approve: greater benefits Reject: greater risks - - Principle of respect for Human Dignity o Informed consent o The right to self-determination Right to voluntarily decide whether or not to participate in a study o The right to full disclosure Describe nature of study, procedure, method of collection, risks, benefits, discomforts it will entail, Right to refuse treatment Principle of Justice o Right to privacy Safeguards to Privacy Confidentiality o Information gathered will not be publicly reported in a way that identifies the subject o Information is accessible only to the researchers Anonymity o Even the researcher cannot link the subject with the information reported o Do not use the name of the patient- use numbers or codes Nursing Research Right to Fair Treatment Non-discriminatory selection of subjects/participants Respect for cultural and other forms of diversity Non-prejudicial treatment of individuals who decline to participate or withdraw from the study Honoring all agreements made between the researcher and subject (adherence to procedures and payment of stipends) Access to research personnel to clarify information Access to appropriate professional assistance in case of injury/damage Paradigm World view A general perspective on the complexities of the real world, with certain assumptions about reality Key Paradigms for Nursing Research Positivist Naturalist POSITIVIST Fixed design Discrete, specific concepts Deductive processes Control over context Verification of hunches Quantitative information Seeks generalizations NATURALIST Flexible design Holistic Inductive processes Context-bound Emerging interpretations Qualitative information Seeks patterns TYPES OF RESEARCH According to Motive 1. Basic Research - just to know/ to generate knowledge 2. Applied Research - to make the new knowledge useful and practical According to Level of Investigation 1. Exploratory- identifying the variables 2. Descriptive - finding out whether the variables are associated/related 3. Experimental - finding out the effects of variables to each other According to Design or Approach A. Non-experimental 1. Historical - use past events to answer a problem 2. Survey - use interview, observation and questionnaire to gather public opinion 3. Case Study - gathers data in detail about an individual or groups of individual and usually presented in narrative form 4. Methodological - to test a tool, method or procedure 5. Analytical - use logical analysis of records and ideas B. Experimental 1. True Experiment -strict control of all variables o Randomization- randomized selection of subjects o Control- control over context o Manipulation- treatment which you give to experimental group and withhold to control group 2. Quasi-experimental - control overcomes the variables 3. Pre-experimental – manipulation of independent variable, no randomization or control group, limited control over extraneous variables Experimental Research Designs True experiment/Pre-test-Post-test Design Post test only design o Used when it is impossible to measure the variable before the intervention University of Santo Tomas – College of Nursing / JSV - Solomon four group design o More effective in doing experimental design o We want to make sure that the changes in the dependent variable was caused by the independent variable and not because of other competing reasons (internal validity) o Combination of pretest post-test and post-test only design According to Time Frame 1. Cross-sectional Study o Data collected at one point in time 2. Longitudinal Study o Repeated data collection at an extended time interval o Data collected at different points in time o Threats to Internal Validity Attrition- subjects gradually decrease over time History- an event prior to data collection at a specified period of time which may affect the result Maturity – as one grows older one becomes better According to measurement of independent and dependent variable 1. 2. Retrospective o Begins with a dependent variable and looks backward for its causes and antecedent o Answer a current variable (present) using the past Prospective o Study begins with an independent variable and looks forward for its effects o Use intervention (present) and go in time to predict what will happen in the future According to Measurement 1. Quantitative Research o Investigation of phenomena that lends themselves to precise measurements and quantification often involving a rigorous and controlled design 2. Qualitative Research o Investigation of phenomena; typically an in depth and holistic fashion through the collection of rich narrative materials using a flexible research design *Is there an intervention? If no = non-experimental; if yes = experimental THE RESEARCH PROCESS 5 Major Phases of the Research Process 1. Conceptualizing Phase 2. Design and Planning Phase 3. Empirical Phase - longest (spends most of time, Polit and Beck) 4. Analytical Phase 5. Dissemination Phase Phase I: Conceptual Phase Researcher develops the formal question to be investigated in the study 1. Formulating and delimiting the problem 2. Reviewing the related literature 3. Undertaking a clinical fieldwork 4. Defining the framework and developing conceptual definitions 5. Formulating hypothesis Nursing Research Phase II: Design and Planning Phase Strategies to be used to collect and analyze the data to address the research question and evaluate decisions before implementation 6. Selecting a research design 7. Developing protocols for the intervention (for experimental research) 8. Identifying the population to be studied 9. Designing the sample plan 10. Specifying the methods to measure the research variables 11. Developing methods for safeguarding human/animal rights 12. Finalizing and reviewing the research plan Phase III: Empirical Phase 13. Data gathering 14. Preparing data for analysis Phase IV: Analytical Phase 15. Analyzing the data 16. Interpreting the results Phase V: Dissemination Phase 17. Communicating the findings 18. Utilizing findings in practice THE RESEARCH PROBLEM Sources of Research Problems Experience and clinical fieldwork Nursing Literature Social Issues Theory Ideas from external sources Criteria of Good Research Problems S - significance of the study A- availability of the subjects R - researchability of the problem Feasibility of the Research Problem Accessibility of subjects (most important factor if one is feasible) Time allotment Limitation of tools Limitation of subjects Interest of researcher – ensure sustainability of completion Novelty – New! Title – look for variables, population and Setting/Research locale/ maximum is 10 words; the fewer the words the better (do not put design) In international publications, population and locale may not be included Statement of the Problem Declarative o “Staffing Ratios and Patient Care Outcomes in Tertiary Hospitals” Interrogative o “What is the Effect of Staffing ratio on Patient Care Outcomes in Tertiary Hospitals in Manila?” Significance of the Study To the person To the profession To society at large Assumption – statement considered to be true and need not be further examined Delimitation - purposeful choice of the researcher Limitation - factors beyond the control of the researcher University of Santo Tomas – College of Nursing / JSV Hypothesis Tentative prediction or explanation of the relation between 2 or more variables 3 Criteria: o Only one variable, condition, relationship and only one statistical analysis should be addressed in each hypothesis o The variable, condition or relationship must be testable o The aim of the research guides what is included in the hypothesis Parts o Independent Variable- cause o Dependent Variable- effect o Relationship o The population to which the relationship applies Types of Hypothesis Null Hypothesis o A statement that there will be no difference, no change (same), or no effect on the dependent variable for the population under study Alternative Hypothesis o A statement that there will be a change, an effect on the dependent variable for the population under study o Directional States specific relation of variables Decreases Increases Promotes o Non-directional Does not specify the relationship of the variables Just specifies that there is a relationship o Simple Predicts relationship between 1 dependent with 1 independent variable o Complex 2 or more dependent and independent variables * Only alternative hypotheses are categorized either simple or complex Variables Central building blocks of quantitative studies Continuous Variables o Have values that can be represented in a continuum o 101.1,101.2,101.3 Discrete Variables o One that has a finite number of values between any two points, representing discrete quantities o 2 girlfriends, not 1 ½ Categorical Variables o Take on only a handful discrete, nonquantitative values o Gender, Marital status Attribute Variables o Characteristics of research subjects o Weight, height, ethnic groups Active Variables o Variables that the researcher creates o Type of exercises Concept - subject matter of theories, building blocks of theories Proposition - statement that explains the relationship between 2 concepts Conceptual Definition – definition that is based on dictionary Nursing Research Operational Definition – made by the researcher as used in the study Hypothesis- shrewd guess or tentative explanation of the relationship between 2 variables Conceptual Model Pictorial Representation of a proposition Representation of interaction among and between concepts Conceptual Framework Paradigm or a representation of predictive relationship between theoretical and operational concepts as indicated by the theory Theory General explanation of a phenomena Grand or Macro o Florence nightingale Mid-ranges o Dorothy Johnson o Callista Roy Micro-range o Levels of competence Laws/Principles Guiding rules supported over time and proven through research REVIEW OF RELATED LITERATURE Purposes of Literature Review Identification of research problem and development/refinement of research questions/hypothesis Determination of what is known and any gaps or inconsistencies in a body of research Determination of a need to replicate prior study in a different setting and population: to develop a stronger theories (must ask from the authors) Identification or development of a new refined clinical intervention to test through the empirical research Identification of suitable designs or data collection methods Identification of experts in the field Types of Information to Seek Primary Source o Research reports which are descriptions of studies written by the researchers Secondary Source o Not written by the researchers o Try to get hold of the primary source as much as possible Steps for Searching Literature Determine concept, issues, topic Identify variables and terms Conduct computer search Weed out irrelevant sources before printing Organize sources from printout for retrieval Retrieve relevant sources Copy articles Conduct preliminary reading and weed out irrelevant sources Critically read each source Synthesize critical summaries of each article Types of Resources Print Internet/Online Database University of Santo Tomas – College of Nursing / JSV Practice-Theory-Research Links Research are used to improve practice Research is used to generate a theory Theory used as a framework for research Practice can be used to generate a theory Theory is used as a framework for practice DESIGNING AND PLANNING PHASE Research Designs QUANTITATIVE Researcher, scientist Subjects, respondents Concepts, variables Numerical data QUALITATIVE Investigator, researcher Informants, participants Phenomenon, concept Textual, nominal data Thematic analysis Statistics Types of Qualitative Research 1. Phenomenological Study Most useful when the task is to understand an experience as those having the experience understand it Used to answer questions of meaning “The Lived experiences of Children of Absentee Parents” 2. Historical Research Solving current problems using past events Thomasian Nursing Icons: 7 Decades of Making a Difference in Nursing (Eugenio, Estepa, Evangelista et al, 2008) 3. Grounded Theory Research method designed to inductively develop a theory based on observations of the world of selected people Minimum of 30 informants “Being strong: how black west Indian Canadian women manages depression” 4. Ethnographic Research Describe cognitive models or patterns of behavior of people within a culture Seeks to understand another way of life from the natives’ experience Presence must be recognized by the people; courtesy call Transcultural Nursing (Leininger) E.g. Factors Causing Work-Related Stresses Among Filipino Nurses Working in London (Del Rosario, 2009) 5. Case Study Involves an in-depth description of essential dimensions and processes of the phenomenon under study “Two Cases of Battered Women” Bracketing – to avoid holding previous knowledge regarding the phenomenon Determine the Population Population The entire aggregation of cases that meet a designated set of criteria Eligibility Criteria The exact criteria by which it could be decided whether an individual would or would not be classified as a member of the population in question Accessible Population Conform to the eligibility criteria + accessibility Nursing Research Target Population The aggregate of cases which the researcher would like to make generalizations Sampling and Sample Sampling o Refers to the process of selecting a portion of the population to represent the entire population Sample o Consist of subset of a unit that represent a population Sampling Bias o Refers to the systematic overrepresentation or underrepresentation of some segments of the population o The greater the heterogeneity of the population with respect to the critical attributes, the greater the risk of sampling bias Sampling Plans o Non-probability Sampling Less likely to produce accurate and representative samples Drawback: No way of estimating each element’s probability of being included in the sample o Probability Sampling With randomization Methods of Sampling (Non-probability) Convenience Sampling o Accidental sampling o Use of readily available or most convenient group of subjects for the sample o Snowball or network sampling Early sample are asked to identify other potential subjects meeting the eligibility criteria Used when there is difficult to identify potential subjects Quota Sampling o The researcher identifies strata of the population and determines the proportions of the elements needed for various segments of the population o With each stratum, the researcher selects subjects by convenience sampling o E.g. target sample size = 200; male- 15%, female85% - - Purposive Sampling o Judgment sampling o Subjects are handpicked to be included in the sample based on the researcher’s knowledge about the population Theoretical/Thematic Sampling o Special type o Often used in in-depth qualitative research to ensure the adequate representation of themes relating to the phenomenon under study Methods of Probability Sampling Simple Random Sampling o Involves the selection of elements on a random basis from a sampling frame Stratified Random Sampling o Variant of simple random sampling in which the population is first divided into 2 or more strata or subgroups and the samples taken at random o Aim: To obtain a greater degree of representativeness University of Santo Tomas – College of Nursing / JSV Cluster Sampling/Multi-Stage Sampling o Successive random sampling of units o The first unit to be drawn are large groupings o Cluster can be selected by simple or stratified methods Systematic Sampling o Involves the section of every nth case from some list or group, such as every 10th person on a patient list or every 100th person listed in the registry of licensed nurses Sample Size Factors to be considered o Type of design used Descriptive Studies- 10% of the population (for smaller population, a minimum of 20%) Correlation Studies – 30 subjects Experimental – 15 subjects per group o Type of sampling procedure used o Type of formula used for estimating optimum sample size Slovin - n = N/1+Ne(desired margin of error)2 Rule of 30 (Bruns and Grove, 2007) Rule of 10 - 10 samples for every variable in the study (Schmidt & Brown, 2009) o Degree of precision required o Heterogeneity of the attributes under investigation o Relative frequency that the phenomenon of interest occurs in the population o Projected cost of using a particular sampling strategy EMPIRICAL PHASE involves data collection - Data Collection Methods 1. Use of existing Data o A wealth of data gathered from non-research purposes can be exploited to answer research questions o Hospital records, patients’ charts, 201 file(faculty profile), care plan statements(how patients are taken cared of), documents, reports 2. Self-reports Data o Most widely used data collection method by both quanti and quali nurse researchers o Gathered orally (interview) or in writing (questionnaire) o Strong directness and versatility o Yields information that would be difficult if not impossible to gather by any other means o “Behaviors can be observed but only if participants engage in them publicly (battered women, child abuse, sexual practices) o Disadvantage: Validity and accuracy (most serious) – patients may be humiliated or ostracized by the society QUESTIONNAIRES Less costly and requires less time to administer Offers complete anonymity No interview bias INTERVIEWS Response rates tend to be high Audience- feasible with most people Clarity Depth of questioning Missing information Nursing Research Order of questioning is flexible Qualitative research Interviews may be: Structured, Semi-structured, Non- structured 3. Observation o Characteristics and condition of individuals Decubitus ulcers o Activities and Behaviors o Skill attainment and performance Structured observation checklist to determine…. o Verbal communication o Nonverbal communication o Environmental characteristics 4. Bio-physiologic Measures o Basic physiologic process o Physiologic outcomes of nursing care o Evaluation of nursing interventions o Product assessment (e.g. sterilium) o Studies of physiologic correlates (intervention and outcome)– exercise then CBG Types of Physiologic Measurements In vivo Those performed directly or on living organisms O2 saturation, ultrasound, BP, temp In vitro Laboratory tests Criteria of an Effective Instrument Qualitative Trustworthiness o Degree of confidence qualitative researchers have in their data o - 4 Criteria 1. Transferability The extent to which qualitative findings can be transferred to other settings or groups Analogous to generalizability 2. Dependability Analogous to reliability Stability of data over time and over conditions 3. Confirmability Objectivity or neutrality of the data and interpretations Member checking 4. Authenticity The extent to which qualitative researchers fairly and faithfully show a range of different realities in the analysis and interpretation of data Quantitative o Validity Degree to which an instruments measures what is suppose to measure Face Validity- whether an instrument appears to be measuring the appropriate construct University of Santo Tomas – College of Nursing / JSV Construct Validity- instrument’s adequacy in measuring the focal construct (What does this instrument measure?) Content Validity - degree to which an instrument has an appropriate sample of items for the construct being measured How representative are the questions in this test Determined by experts Criterion-related Validity- relationship between instrument and external criterion The key issue is whether an instrument is a useful predictor of future other behaviors, experiences, or conditions Internal Validity – the changes in the dependent variable is due to an effect of an independent variable that there are no other competing reasons External Validity – the findings can be generalized in other samples/settings Reliability Repeatability Consistency Ability to yield the same results upon repeated administration of the instrument Closer it is to 1, the more reliable it is (Cronbach’s alpha) Minimum level is 0.7 o ANALYZING PHASE Measurement - assignment of numbers to objects according to rules Levels of Measurement Nominal Data o Used to classify objects or numbers according to categories o Gender, hair color, marital status Ordinal Data o Used to show relative ranking of objects or events o Self-assisted, partially assisted, totally assisted Interval Data o Shows ranking of events on scale with equal intervals between the numbers. Zero point remains arbitrary and not absolute o Temperature, Zero does not mean absence of temperature Ratio o Shows ranking of events on scale with equal intervals and absolute zeros. All arithmetic operations are permissible. E.g. weight Descriptive Analysis Frequency Distribution – arrangement of scores and how many times they appear: % Measures of Central Tendency o Mean- computing average/ most stable o Median- counting average o Mode- inspecting average – most times they appear Measures of Variability o Range(highest-lowest), SD, variance (SD squared)