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Data Quality Procedures in Survey Research: An Analysis and Framework for Doctoral Program Curricula
Burleson, James; Bott, Gregory J.; Carter, Michelle; Sarabadani, Jalal – Journal of Information Systems Education, 2023
To ensure validity in survey research, it is imperative that we properly educate doctoral students on best practices in data quality procedures. A 14-year analysis of 679 studies in the AIS "Basket of 8" journals noted undercommunication in the most pertinent procedures, consistent across journals and time. Given recent calls for…
Descriptors: Doctoral Programs, Curriculum Evaluation, Curriculum Development, Surveys
Knekta, Eva; Runyon, Christopher; Eddy, Sarah – CBE - Life Sciences Education, 2019
Across all sciences, the quality of measurements is important. Survey measurements are only appropriate for use when researchers have validity evidence within their particular context. Yet, this step is frequently skipped or is not reported in educational research. This article briefly reviews the aspects of validity that researchers should…
Descriptors: Factor Analysis, Surveys, Data Collection, Research Methodology
Bernard, Robert M. – Canadian Journal of Learning and Technology, 2014
This paper examines sources of potential bias in systematic reviews and meta-analyses which can distort their findings, leading to problems with interpretation and application by practitioners and policymakers. It follows from an article that was published in the "Canadian Journal of Communication" in 1990, "Integrating Research…
Descriptors: Meta Analysis, Statistical Bias, Data Interpretation, Accuracy
Van Duzer, Eric – Online Submission, 2012
The purpose of this paper is to introduce the process and value of Random Qualitative Validation (RQV) in the development and interpretation of survey data. RQV is a method of gathering clarifying qualitative data that improves the validity of the quantitative analysis. This paper is concerned with validity in relation to the participants'…
Descriptors: Research Methodology, Validity, Mixed Methods Research, Surveys
Suleman, Qaiser; Hussain, Ishtiaq – Journal of Education and Practice, 2016
The purpose of the research paper was to investigate the effect of eclectic learning approach on the academic achievement and retention of students in English at elementary level. A sample of forty students of 8th grade randomly selected from Government Boys High School Khurram District Karak was used. It was an experimental study and that's why…
Descriptors: Elementary School Students, Academic Achievement, School Holding Power, Pretests Posttests
Oliveira, Alandeom W.; Colak, Huseyin; Akerson, Valarie L. – Cultural Studies of Science Education, 2009
We would like to thank our commentators Reis, Ercikan and Alper for their insightful comments on our research study and respond in brief to a few of their criticisms. More specifically, we would like to address what we consider to be the three main issues they raise with regard to the practices of curriculum translation and implementation across…
Descriptors: Environmental Education, Discourse Analysis, Curriculum, Alignment (Education)
Strasser, Nora – Journal of College Teaching & Learning, 2007
Avoiding statistical mistakes is important for educators at all levels. Basic concepts will help you to avoid making mistakes using statistics and to look at data with a critical eye. Statistical data is used at educational institutions for many purposes. It can be used to support budget requests, changes in educational philosophy, changes to…
Descriptors: Statistics, Statistical Data, Validity, Data Interpretation
Pena, Elizabeth D. – Child Development, 2007
In cross-cultural child development research there is often a need to translate instruments and instructions to languages other than English. Typically, the translation process focuses on ensuring linguistic equivalence. However, establishment of linguistic equivalence through translation techniques is often not sufficient to guard against…
Descriptors: Research Methodology, Linguistics, Validity, Child Development
Kano, Megumi; Franke, Todd; Afifi, Abdelmonem A.; Bourque, Linda B. – Educational Researcher, 2008
To ensure accurate interpretation of research findings, researchers should report details about their research design, data collection method, and response rates when presenting findings from survey research. A review of 100 peer-reviewed articles reporting the results of survey research on K-12 schools with principals as the designated…
Descriptors: Research Methodology, School Surveys, Mail Surveys, Case Studies
Berniker, Eli; McNabb, David E. – Qualitative Report, 2006
This paper presents Dialectical Inquiry (DI) as a structured qualitative research method for studying participant models of organizational processes. The method is applied to rich secondary anecdotal data on technology transfer, gathered by subject-matter experts in a large firm. DI assumes that the imposition of a dialectical structure will…
Descriptors: Qualitative Research, Technology Transfer, Research Methodology, Validity

Hill, Edward W. – Monthly Labor Review, 1987
Examines national Current Population Survey data to indicate the impact of sample size on the standard error of subpopulations in the sample and to show how these errors can influence policy conclusions. Examines the unemployment rate cross-sectionally for 11 states to demonstrate that the monthly unemployment rate should not be used to make fine…
Descriptors: Data Interpretation, Generalizability Theory, Public Policy, Research Methodology
Levering, Bas – Journal of Philosophy of Education, 2006
Science tends to find a solution to the problem of the unreliability of human perception by understanding objectivity as the absence of subjectivity. However, from a phenomenological point of view, subjectivity is not so much a problem as an inevitable starting-point. That does not mean that the problem of the correctness of people's accounts of…
Descriptors: Epistemology, Phenomenology, Research Methodology, Evaluation Research

McCormick, Bryan P. – Therapeutic Recreation Journal, 2000
Reviews the rationale for and implications of case study research in therapeutic recreation, examining: what can be learned from studying a single case; issues of validity and reliability; ethical conduct of research; and the practice of case study research (case protocol, case selection, collecting data, analyzing and interpreting data, and…
Descriptors: Case Studies, Data Analysis, Data Collection, Data Interpretation

Houtkoop-Steenstra, Hanneke; Antaki, Charles – Research on Language and Social Interaction, 1997
Examines how interviewers can revise questionnaires to minimize troubles in interviewees' responses and to encourage positive, optimistic responses. Discusses psychometrically valid questions, revising scripted text to use yes-no questions, reformulating unclear questions to evoke positive responses, presenting scripted questions as yes-no…
Descriptors: Data Interpretation, Foreign Countries, Interpersonal Communication, Interpersonal Competence
Hesse, G. C. – 1989
When comparing the DACUM (Developing a Curriculum) and curriculum conference methods of curriculum development, one finds that the product goals of the two methods differ but the process goals are similar. Both seek to generate information from a select group on which to base curriculum development, but the end product of DACUM is a chart that…
Descriptors: Curriculum Development, Data Interpretation, Job Analysis, Research Design