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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
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

Beasley, T. Mark – Mid-Western Educational Researcher, 1996
Too many practitioners interpret ABAB research based on visual inspection rather than statistical analysis. Based on an experiment using cooperative learning to mainstream autistic students, hypothetical data for one student from an ABAB reversal design are used to illustrate the techniques and importance of regression analyses. Discussion focuses…
Descriptors: Case Studies, Data Interpretation, Educational Research, Regression (Statistics)
Savage, Grant T. – 1984
In addition to assessing observed communication behaviors, this paper suggests that SYMLOG--a System for the Multiple Level Observation of Groups--can be used by participant-observers as a foil for interpreting how their own value orientations affect their data collecting and theorizing. The first section of the paper examines the research role…
Descriptors: Communication Research, Data Collection, Data Interpretation, Group Dynamics

Burchinal, Margaret R.; Nelson, Lauren – Early Childhood Research Quarterly, 2000
Discusses family selection issues that should be considered in child care research, and evidence demonstrating why each should be considered. Issues include whether causal inferences can be made from observational studies and the impact on conclusions from regression analyses that include highly correlated measures of child care experiences,…
Descriptors: Data Interpretation, Day Care, Early Experience, Influences

Asante, Molefi K. – Journal of Black Studies, 1986
Huggins' report lacks serious data collection on college Black Studies Departments, omits the strongest ones, fails to record their history accurately, and does not assess the research achievements of its scholars. Huggins overlooks the importance of applying an Afro-centric perspective to phenomena related to people of African descent. (PS)
Descriptors: Afrocentrism, Black Attitudes, Black History, Black Studies

Parker, Randall M. – Journal of Learning Disabilities, 1990
The article examines the concepts of power and control in research design and applies them to a review of the validity of three studies (EC 600 064-066) evaluating the effectiveness of using Irlen tinted lenses with reading-disabled persons. Internal validity, external validity, statistical conclusion validity, and construct validity are…
Descriptors: Color, Data Interpretation, Elementary Secondary Education, Evaluation Research

Troyna, Barry – Oxford Review of Education, 1995
Highlights issues and controversies concerning current race-related educational research. Contends that some critics believe research sacrifices empirical objectivity for political goals. Partisan research supporters respond that all research begins with untested assumptions and an acknowledgment of purpose does not signify a skewed methodology.…
Descriptors: Action Research, Bias, Data Interpretation, Educational Research
Stapleton, David C., Ed.; Burkhauser, Richard V., Ed. – 2003
This book includes revised presentations from an October 2001 meeting of the National Institute for Disability and Rehabilitation Research and the Cornell Rehabilitation Research and Training Center that considered the validity of current data for measuring trends in the employment rate of people with disabilities and investigated the causes and…
Descriptors: Assistive Technology, Attitudes toward Disabilities, Chronic Illness, Data Interpretation