ERIC Number: ED216035
Record Type: RIE
Publication Date: 1979-Sep
Reference Count: 0
An Empirical Investigation of Alternative Item Nonresponse Adjustment Procedures. National Longitudinal Study, Sponsored Reports Series.
Cox, Brenda G.; Folsom, Ralph E., Jr.
Using an empirical investigation of alternate item nonresponse adjustment procedures in a National Longitudinal Study (NLS) of missing and faulty data, it is indicated that in some cases imputation can reduce the accuracy of survey estimates. A National Sample of the high school class of 1972 is designed to provide statistics on students moving into early adulthood. The bias resulting from nonresponse and response errors is evaluated using hot deck and weighting class adjustment techniques to analyze telephone followups after the original response to 20 critical survey items. Regarding bias variance, comparison is made with estimates when no imputation or editing techniques are used. Item nonresponse imputation and adjustment procedures are presented with the design of the experimental data base. Bias, variance and mean square error estimations, and the results of the imputation comparisons are presented. The investigation of more complex statistical analyses is suggested. A bibliography is presented with appendices including an executive summary, data coding of the study, the followup questionnaire, statistical comparisons, and formulas for the standard errors program in the survey. (CM)
Publication Type: Numerical/Quantitative Data; Reports - Research; Tests/Questionnaires
Education Level: N/A
Sponsor: National Center for Education Statistics (ED), Washington, DC.
Authoring Institution: Research Triangle Inst., Durham, NC. Center for Educational Research and Evaluation.
Identifiers: Empirical Analysis; Error Analysis (Statistics); National Longitudinal Study High School Class 1972; Response Rates (Questionnaires)
Note: For related document see TM 820 198. Contains small type in computer printout sections.