DISPOSITION OF CHILD PHYSICAL ABUSE REPORTS - REVIEW OF THE LITERATURE AND TEST OF A PREDICTIVE MODEL

被引:23
作者
ZURAVIN, SJ [1 ]
ORME, JG [1 ]
HEGAR, RL [1 ]
机构
[1] UNIV TENNESSEE,KNOXVILLE,TN 37996
关键词
D O I
10.1016/0190-7409(95)00038-E
中图分类号
D669 [社会生活与社会问题]; C913 [社会生活与社会问题];
学科分类号
1204 ;
摘要
Child protection programs have responded to the problem of insufficient staff to manage the influx of maltreatment reports through screening and triage mechanisms. Despite widespread implementation of such procedures, few studies have focused on developing empirical models that might help case-workers make these decisions. While the models that have been developed to date are superior to caseworker judgment for identifying report substantiation status, their predictive efficiency is not sufficient to warrant use. In this study, ordinal probit analysis was used to develop models to predict the disposition of physical abuse reports for 1447 families made to the public child protection program of a large eastern city using independent variables from four domains and an ordinal level dependent variable that indexed the intake caseworker's confidence that physical abuse had occurred. Analyses revealed that the best performing model involved the dichotomized dependent variable of ruled out and uncertain vs. indicated and confirmed.
引用
收藏
页码:547 / 566
页数:20
相关论文
共 10 条
  • [1] Cohen J., 1983, APPL MULTIPLE REGRES, P490
  • [2] DOWNING JD, 1990, CHILD WELFARE, V69, P357
  • [3] COMPENSATING FOR MISSING DATA IN SOCIAL-WORK RESEARCH
    GIBSON, JW
    [J]. SOCIAL WORK RESEARCH & ABSTRACTS, 1992, 28 (02): : 3 - 8
  • [4] Maddala GS., 1983, LTD DEPENDENT QUALIT, DOI [10.1017/CBO9780511810176, DOI 10.1017/CBO9780511810176]
  • [5] STATISTICAL-MODEL FOR ANALYSIS OF ORDINAL LEVEL DEPENDENT VARIABLES
    MCKELVEY, RD
    ZAVOINA, W
    [J]. JOURNAL OF MATHEMATICAL SOCIOLOGY, 1975, 4 (01) : 103 - 120
  • [6] MUTHEN B, 1985, APPLYING REGRESSION
  • [7] *NAT RES COUNC, 1993, UND CHILD AB NEGL
  • [8] WELLS SJ, 1989, SOC WORK, V34, P45
  • [9] WELLS SJ, 1992, MODEL BUILDING CHILD
  • [10] PREDICTING SEVERITY OF CHILD-ABUSE INJURY WITH ORDINAL PROBIT REGRESSION
    ZURAVIN, S
    ORME, JG
    HEGAR, RL
    [J]. SOCIAL WORK RESEARCH, 1994, 18 (03) : 131 - 138