Analysis of a long‐term study of neurotic disorder, with insights into the process of non‐response

Summary.  The paper studies the non‐response process in a long‐term study of neurotic dis‐order by comparing the analysis based on the responses that were collected by the established practice of interviewing the subjects, at dates arranged in advance (appointments), with the analysis of the nearly complete set of responses that were collected by an extensive effort that involved attempts to interview without seeking a prior agreement. The method of multiple imputation is applied, and its properties are explored in a setting that is not perfectly suited for its application: a relatively small sample size, ordinal score outcomes and the likelihood that the outcomes are missing not at random.

[1]  S. E. Ahmed,et al.  Missing Data and Small-Area Estimation: Modern Analytical Equipment for the Survey Statistician , 2007, Technometrics.

[2]  Todd E. Bodner Missing data and small-area estimation: Modern analytical equipment for the survey statistician , 2007 .

[3]  T. Johnson,et al.  The Nottingham study of neurotic disorder: predictors of 12 year costs , 2005, Acta psychiatrica Scandinavica.

[4]  Nicholas T. Longford,et al.  Missing data and small area estimation in the UK Labour Force Survey , 2004 .

[5]  Nicole A. Lazar,et al.  Statistical Analysis With Missing Data , 2003, Technometrics.

[6]  Roderick J. A. Little,et al.  Statistical Analysis with Missing Data: Little/Statistical Analysis with Missing Data , 2002 .

[7]  D. Rubin,et al.  Principal Stratification in Causal Inference , 2002, Biometrics.

[8]  D. Rubin Comment on "Causal inference without counterfactuals," by Dawid AP , 2000 .

[9]  A. Dawid Causal Inference without Counterfactuals , 2000 .

[10]  Nicholas T. Longford,et al.  Handling missing data in diaries of alcohol consumption , 2000 .

[11]  Glenn Shafer,et al.  Comments on "Causal Inference without Counterfactuals" by A.P. Dawid , 1999 .

[12]  P. Tyrer,et al.  The Nottingham Study of Neurotic Disorder: Influence of Cognitive Therapists on Outcome , 1996, British Journal of Psychiatry.

[13]  D. Rubin Multiple Imputation After 18+ Years , 1996 .

[14]  R. Little Pattern-Mixture Models for Multivariate Incomplete Data , 1993 .

[15]  P. Tyrer,et al.  The Nottingham Study of Neurotic Disorder , 1993, British Journal of Psychiatry.

[16]  P. Tyrer,et al.  The general neurotic syndrome: a coaxial diagnosis of anxiety, depression and personality disorder , 1992, Acta psychiatrica Scandinavica.

[17]  G. Huston The Hospital Anxiety and Depression Scale. , 1987, The Journal of rheumatology.

[18]  D. Cicchetti,et al.  The brief scale for anxiety: a subdivision of the comprehensive psychopathological rating scale. , 1984, Journal of neurology, neurosurgery, and psychiatry.

[19]  M. Åsberg,et al.  A New Depression Scale Designed to be Sensitive to Change , 1979, British Journal of Psychiatry.

[20]  R. Giel,et al.  Mortality in the long‐stay population of all Dutch mental hospitals , 1978, Acta psychiatrica Scandinavica.

[21]  M. Åsberg,et al.  A COMPREHENSIVE PSYCHOPATHOLOGICAL RATING SCALE , 1978, Acta psychiatrica Scandinavica. Supplementum.

[22]  Donald B. Rubin,et al.  Bayesian Inference for Causal Effects: The Role of Randomization , 1978 .

[23]  D. Rubin,et al.  Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .