Dissertation Chapter 3: Quantitative Method |
Introduction |
Restate study purpose as described in chapter 1. |
Preview major sections of the chapter. |
Research Design and Rationale |
Concisely state the study variables (independent, dependent, covariate, mediating, and/or moderating variables, as appropriate. |
Identify the research design and its connection to the research questions. |
Explain any time and resource constraints consistent with the design choice. |
Describe how design choice is consistent with research designs needed to advance knowledge in the discipline. |
If conducting an intervention study, defend the choice of intervention. |
Methodology |
Population |
Define the target population. |
State target population size (if known) or approximate/estimated size. |
Sampling and Sampling Procedures |
Identify and justify the type of sampling strategy. |
Explain specific procedures for how the sample will be drawn. |
Describe the sampling frame (inclusion and exclusion criteria). |
Use a power analysis to determine sample size and include: |
· Justification for the effect size, alpha level, and power level chosen. |
· Cite the source for calculating or the tool used to calculate the sample size. |
Procedures For Recruitment, Participation, and Data Collection (for students collecting their data) |
Thoroughly describe recruiting procedures and detailed demographic information that will be collected. |
Describe how participants will be provided informed consent. |
Describe how data are collected. |
Explain how participants exit the study (for example, debriefing procedures, etc.). |
Describe any follow-up procedures (such as requirements to return for follow-up interviews, treatments, etc.). |
Instrumentation and Operationalization of Constructs |
For published instruments, provide: |
· Name of developer(s) and year of publication. |
· Appropriateness to the current study. |
· Permission from developer to use the instrument (permission letter should be included in an appendix). |
· Published reliability and validity values relevant to their use in the study. |
· Where and with what populations the instrument was previously used and how validity and reliability are/were established in the study sample. |
For all researcher instruments, provide: |
· Basis for development (literature sources or other bases for development, such as a pilot study). |
· Plan to provide evidence for reliability (for example, internal consistency and test/retest). |
· Plan to provide evidence for validity (for example, predictive and construct validity). |
· Establish sufficiency of instrumentation to answer research questions. |
Data Analysis Plan |
Identify software used for analyses. |
Provide an explanation of data cleaning and screening procedures as appropriate to the study. |
Restate the research questions and hypotheses here as written in chapter 1. |
Describe in detail the analysis plan, including the elements below: |
· Statistical tests that will be used to test the hypothesis (es). |
· Procedures used to account for multiple statistical tests, as appropriate. |
· Rationale for inclusion of potential covariates and confounding variables. |
· How results will be interpreted (e.g., key parameter estimates, confidence intervals, and probability values, odds ratios). |
Threats to Validity |
Describe threats to external validity (for example, testing reactivity, interaction effects of selection and experimental variables, specificity of variables, reactive effects of experimental arrangements, and multiple-treatment interference, as appropriate to the study) and how they will be addressed. |
Describe threats to internal validity (for example, history, maturation, testing, instrumentation, statistical regression, experimental mortality, and selection-maturation interaction, as appropriate to the study) and how they will be addressed. |
Describe any threats to construct or statistical conclusion validity. |
Ethical Procedures |
Agreements to gain access to participants or data (include actual documents in the IRB application). |
Describe the treatment of human participants including the following (include actual documents in the Institutional Review Board [IRB] application): |
Institutional permissions, including IRB approvals that are needed (proposal) or were obtained (completed dissertation); include relevant IRB approval numbers in the final dissertation. |
Ethical concerns related to recruitment materials and processes and a plan to address them. |
Ethical concerns related to data collection and intervention activities (these could include participants refusing participation or early withdrawal from the study and response to any predictable adverse events) and a plan to address them. |
Describe the treatment of data (including archival data), including issues of: |
Whether data are anonymous or confidential and any concerns related to each. |
Protections for confidential data (data storage procedures, data dissemination, who will have access to the data, and when data will be destroyed). |
Other ethical issues as applicable (these could include doing a study within one’s work environment, conflict of interest or power differentials, and justification for using incentives). |
Describe the treatment of data (including archival data), including issues of: |
Whether data are anonymous or confidential and any concerns related to each. |
Protections for confidential data (data storage procedures, data dissemination, who will have access to the data, and when data will be destroyed). |
Other ethical issues as applicable (these could include doing a study within one’s work environment, conflict of interest or power differentials, and justification for using incentives). |
Summary |
Summary of design and methodology of the method of inquiry. |
Transition to chapter 4. |
Quantitative MethodAM2022-03-13T18:47:24+00:00