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Confirmatory Factor Analysis of the Neglect Scale in a Low Income Sample

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Overall model did not fit well. GFI = .79. Chi-square = 394.39, p .005 ... Removal of these items improved fit. GFI = .82; chi-square = 279.34, p .005 ... – PowerPoint PPT presentation

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Title: Confirmatory Factor Analysis of the Neglect Scale in a Low Income Sample


1
Confirmatory Factor Analysis of the Neglect
Scalein a Low Income Sample
  • Donna Harrington
  • Susan Zuravin
  • Diane DePanfilis
  • Howard Dubowitz
  • Laura Ting
  • University of Maryland

2
Acknowledgment
  • Development of this paper was partially supported
    by Grant Number 90CA1580 from the Childrens
    Bureau, U.S. Department of Health and Human
    Services to Diane DePanfilis, PI

3
Background
  • Neglect most common form of maltreatment
  • CPS case records and caseworkers limited sources
    of information on neglect (McGee et al., 1995
    Kaufman et al., 1994)
  • Lack of a brief, valid measure of neglect may be
    one reason for lack of neglect research (Straus
    et al., 1995)

4
Purpose
  • To examine the reliability and validity of the
    Neglect Scale (Straus et al., 1995) when used
    with a low-income, inner-city sample

5
Sample
  • 151 maternal caregivers
  • Mean age 39 years (range 21-78)
  • Mean education 10.8 years
  • 65 never married
  • 87 African American
  • 57 unemployed/not in training
  • Participating in a neglect prevention
    demonstration project

6
Procedure
  • Baseline computer-assisted interviews
  • Neglect Scale
  • Easily administered, standardized measure of
    neglect
  • 40-item test development version
  • Adequate reliability and validity with a sample
    of 377 undergraduates at a New England state
    university

7
Internal Consistency Reliability
Scale Alpha
Full (40 items) .96
Emotional (5 items) .85
Physical (5 items) .82
Cognitive (5 items) .78
Supervisory (5 items) .81
8
Alphas if Item Deleted Analysis
  • For all four subscales, removal of the one
    positively phrased item increased alpha
  • Removal of any of the negatively phrased items
    decreased alpha

9
Confirmatory Factor Analysis ofStraus 20-item
4-factor model
  • All items loaded significantly
  • Emotional and cognitive needs factors highly
    correlated
  • Supervisory and physical needs factors highly
    correlated
  • Overall model did not fit well
  • GFI .79
  • Chi-square 394.39, plt.005

10
Method for Developing Alternative Model
  • Seven child neglect researchers independently
    placed each of 40 items onto one of four scales
  • Emotional (8 items)
  • Cognitive (4 items)
  • Supervisory (5 items)
  • Physical needs (7 items)
  • Unanimously agreed on 24 of 40 items

11
CFA on Alternative Model
  • Did not fit data any better than original model
  • GFI .72
  • Chi-square 603.75, p lt .005
  • Modification indices indicated that 5 items were
    related to more than one construct
  • Removal of these items improved fit
  • GFI .82 chi-square 279.34, plt.005

12
Alternative Model continued
  • Modification indices indicated that positive
    items should have correlated error variances
  • Allowing 3 positive items to have correlated
    error variances improved model fit
  • GFI .88
  • Chi-square 178.18, p .002

13
Emotional Needs
  • Paid no attention to me
  • Did not comfort me when I was upset
  • Ignored my feelings about things
  • Did not hug me
  • Did not tell me they loved me

14
Cognitive Needs
  • Did not talk about news with me
  • Helped me trouble understanding
  • Took me places could learn
  • Did not help me with homework
  • Positively phrased items were reverse coded
    before analyses were conducted

15
Supervisory Needs
  • Left me alone too young
  • Did not care things like shoplifting
  • Wanted to know when not home
  • Positively phrased items were reverse coded
    before analyses were conducted

16
Physical Needs
  • Did not keep me clean
  • Did not make sure I saw a doctor
  • Did not give me enough clothes
  • Did not give me enough to eat
  • Kept the house clean
  • Kid not give me clean clothes
  • Positively phrased items were reverse coded
    before analyses were conducted

17
Conclusions
  • Demographically Straus et al. sample is very
    different from this sample
  • Probably accounts for at least some of
    differences
  • Respondents had difficulty with double-negatives
    (negatively phrased items with response of
    strongly disagree/disagree to indicate positive
    behaviors)

18
Implications
  • Neglect Scale is a promising self-report measure
    of neglect
  • Additional research is needed to establish
    reliability and validity
  • Scale development could benefit from continued
    use of full 40 item version
  • 11 common items may be a promising short version
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