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Department of Social Policy and Intervention
Household illness, poverty and physical and
emotional child abuse victimization: Findings
from South Africa’s first prospective cohort
study
Meinck, F; Cluver, L & Boyes, M
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Background
 Large burden of disease in South Africa (5)
 Correlation between violence and poor health (6)
 Association between household illness and child
maltreatment (7)
 Children in families where someone is ill with AIDS are
at higher risk for
 Poverty (Cluver et al 2008)
 Bullying (Cluver et al 2010)
 Stigma (Surkan et al 2010)
 Reduced positive parenting (Lachman et al 2013)
 Physical and emotional abuse (Cluver et al 2011)
14/02/2013
Page 2
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Background continued
 Children affected by chronic illness are at higher risk for
 Less positive parenting (Evans et al, 2005)
 Negative family functioning (Steele et al, 1997)
 Poverty (Cluver et al, 2013)
 Family poverty and disability is associated with
 Increased psychological stress (Kuo et al, 2012)
 Reduced positive parenting (Lachman et al, 2013)
 Poorer mental health (Kagotho & Ssewamala, 2012)
 Child conduct problems (Lewis & Hammond, 1996)
14/02/2013
Page 3
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Aims
 Is household chronic illness predictive of
child abuse?
 Are there differences in risk for child
abuse victimisation according to type of
household illness?
 Are these relationships mediated by other
factors, namely poverty and disability?
14/02/2013
Page 4
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Research to inform policy
14/02/2013
Page 5
Collaborative
OVC research
programme
Universities: Oxford,
Wits, UCT, UKZN
NACCA, NGOs e.g.
UNICEF, REPSSI,
Save the Children
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Methodology
14/02/2013
Page 6
National study of Young Carers in
AIDS-ill homes
Interviewed 3516 children in 2 Provinces,
Followed up 3401 children (97%) at T2,
1095 (31.2%) of them AIDS-affected
482 (13.7%) other chronic illness
Sampling
4 Health Districts,
randomly selected
Census
Enumeration
Areas, Door-to-
door sampling in
areas with HIV-
prevalence 30%+
Measurements
Physical & Emotional Abuse:
UNICEF measures for national level
monitoring of OVC
Sexual Abuse: Items from Juvenile
Victimization Questionnaire
All other items: measures validated
or used in SA
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Study sites
14/02/2013
Page 7
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Child abuse definition
14/02/2013
Page 8
PHYSICAL ABUSE EMOTIONAL ABUSE SEXUAL ABUSE
any hitting, slapping
or smacking with
items or hands which
hurt or left marks, or
pulling hair or ears
any insults towards
child or family,
making child feel
unwelcome,
threatening child
inappropriate
touching of sexual
organs, having to
touch other’s
genitals, or forced
sex
monthly or more
frequently
monthly or more
frequently
In the last year
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
18.2
19.2
16.6
20.7
5.9
0
5
10
15
20
Physical abuse
monthly or more
frequent
Emotional abuse
monthly or more
frequent
Sexual abuse past
year
Baseline
Follow-up
%ofchildrenreportingabuse Prevalence rates of frequent physical and
emotional abuse
14/02/2013
Page 9
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Physical, emotional and sexual abuse
according to family health status for boys
0
5
10
15
20
25
Physical Abuse Emotional Abuse Sexual Abuse
%ofchildrenreportingabuse
Healthy
Other-ill
AIDS-ill
p<.001
14/02/2013
Page 10
p<.001
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
0
5
10
15
20
25
Physical Abuse Emotional Abuse Sexual Abuse
%ofchildrenreportingabuse
Healthy
Other-ill
AIDS-ill
Physical, emotional and sexual abuse
according to family health status in girls
14/02/2013
Page 11
p<.001
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Differences in poverty and extent of
disability according to health status
0
10
20
30
40
50
60
70
Poverty Disability Poverty & Disability
%ofchildrenreportingpovertyand/orhigh
levelsofdisability
Healthy
Other-ill
AIDS-ill
14/02/2013
Page 12
p<.001
p<.001
p<.001
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
AbuseAIDS-illness
Disability
Poverty
Hypothesized pathways
14/02/2013
Page 13
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Pathway from family AIDS to physical
abuse for boys and girls
14/02/2013
Page 14
AIDS-illness
Frequent
physical abuse
Disability
Poverty
Indirect Effect:
.046* CI 95% (.019 to .083)
.641* CI 95%
(.491 to .791)
r2= .210
3.790* CI 95%
(3.548 to 4.033)
r2= .250
.071* CI 95%
(.027 to .116)
.030* CI 95%
.004 to .055)
Direct effect:
.276* CI 95% (.060 to .493)
Indirect Effect:
.112* CI 95% (.014 to .205)
-2LL = 2989.48
*significant at p<.05
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Pathway from other chronic illness to
physical abuse for boys and girls
14/02/2013
Page 15
other-illness
Frequent
physical abuse
Disability
Poverty
Indirect Effect:
-.027* CI 95% (-.057 to -.011)
-.368* CI 95%
(-.573 to -.163)
r2= .197
.637* CI 95%
(.267 to 1.008)
r2= .045
.074* CI 95%
(.029 to .118)
.046* CI 95%
(.023 to .068)
Direct effect:
-.294* CI 95% (-.581 to -.007)
Indirect Effect:
.029* CI 95% (.012 to .056)
-2LL = 2991.44
*significant at p<.05
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Pathway from family AIDS to emotional
abuse for boys
14/02/2013
Page 16
AIDS-illness
Frequent
emotional abuse
Disability
Poverty
Indirect Effect:
.091* CI 95% (.042 to .162)
.131* CI 95%
(.066 to 1.97)
.018 CI 95%
(-.019 to .055)
Direct effect:
.409* CI 95% (.089 to .730)
Indirect Effect:
.070 CI 95% (-.081 to .203)
.690* CI 95%
(.460 to .920)
r2= .234
3.867* CI 95%
(3.487 to 4.247)
r2= .262
-2LL = 1364.81
*significant at p<.05
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Pathway from other chronic illness to
emotional abuse for boys
14/02/2013
Page 17
other-illness
Frequent
emotional abuse
Disability
Poverty
Indirect Effect:
-.056* CI 95% (-.116 to -.016)
.138* CI 95%
(.073 to .203)
.040* CI 95%
(.009 to .072)
Direct effect:
-.077 CI 95% (-.472 to .317)
Indirect Effect:
.025* CI 95% (.001 to .064)
-.403* CI 95%
(-.701 to -.104)
r2= .220
.614* CI 95%
(.063 to 1.164)
r2= .065
-2LL = 1370.82
*significant at p<.05
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Pathway from family AIDS to emotional
abuse for girls
14/02/2013
Page 18
AIDS-illness
Frequent
emotional abuse
Disability
Poverty
Indirect Effect:
.055* CI 95% (.024 to .102)
.600* CI 95%
(.402 to .799)
r2= .195
.092 * CI 95%
(.041 to .143)
.017 CI 95%
(-.014 to .048)
Direct effect:
-.019 CI 95% (-.240 to .278)
Indirect Effect:
.066 CI 95% (-.054 to .177)
3.727* CI 95%
(3.413 to 4.042)
r2= .243
-2LL = 2031.00
*significant at p<.05
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Pathway from other chronic illness to
emotional abuse for girls
14/02/2013
Page 19
other-illness
Frequent
emotional abuse
Disability
Poverty
Indirect Effect:
-.032* CI 95% (-.068 to -.007)
-.343* CI 95%
(-.626 to -.061)
r2= .183
.093* CI 95%
(.042 to .144)
.019 CI 95%
(-.009 to .046)
Direct effect:
.038 CI 95% (-.286 to .362)
Indirect Effect:
.012 CI 95% (-.003 to .045)
.8645* CI 95%
(.143 to 1.146)
r2= .031
-2LL = 2030.97
*significant at p<.05
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Summary
 High prevalence rates of child abuse across the different
abuse types
 Children affected by AIDS are at higher risk of physical and
emotional abuse
 Indirect effect of poverty and in cases disability for AIDS-ill
families
 Lower levels of poverty in families affected by other chronic
illness
 Negative indirect effect of poverty and positive indirect
effect of disability in families affected by other chronic
illness
14/02/2013
Page 20
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Implications
14/02/2013
Page 21
 Clear differences in risk for child maltreatment
according to illness type
 Importance of recognizing that illness does not
equal illness when providing services to families
with ill members
 Effective poverty reduction may be key in reducing
child abuse victimisation in AIDS-affected families
 Parenting support my be key in reducing abuse in
families affected by all types of illness
Department of Social Policy & Intervention
“Child Abuse in Families affected by AIDS”
Please cite or re-use presentation only with permission of the authors.
Thank you!
14/02/2013
Page 22
The Economic &
Social Research
Council
The Nuffield
Foundation
The National Research
Foundation
The John Fell
FundThe Claude Leon
Foundation
National Department of
Social Development
HEARD, University
of Kwa-Zulu Natal
Franziska.Meinck@spi.ox.ac.uk
www.youngcarers.org.za
Contact details:

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Household illness,poverty and physical and emotional child abuse victimization: Findings from South Africa's first prospective cohort study

  • 1. Department of Social Policy and Intervention Household illness, poverty and physical and emotional child abuse victimization: Findings from South Africa’s first prospective cohort study Meinck, F; Cluver, L & Boyes, M
  • 2. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Background  Large burden of disease in South Africa (5)  Correlation between violence and poor health (6)  Association between household illness and child maltreatment (7)  Children in families where someone is ill with AIDS are at higher risk for  Poverty (Cluver et al 2008)  Bullying (Cluver et al 2010)  Stigma (Surkan et al 2010)  Reduced positive parenting (Lachman et al 2013)  Physical and emotional abuse (Cluver et al 2011) 14/02/2013 Page 2
  • 3. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Background continued  Children affected by chronic illness are at higher risk for  Less positive parenting (Evans et al, 2005)  Negative family functioning (Steele et al, 1997)  Poverty (Cluver et al, 2013)  Family poverty and disability is associated with  Increased psychological stress (Kuo et al, 2012)  Reduced positive parenting (Lachman et al, 2013)  Poorer mental health (Kagotho & Ssewamala, 2012)  Child conduct problems (Lewis & Hammond, 1996) 14/02/2013 Page 3
  • 4. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Aims  Is household chronic illness predictive of child abuse?  Are there differences in risk for child abuse victimisation according to type of household illness?  Are these relationships mediated by other factors, namely poverty and disability? 14/02/2013 Page 4
  • 5. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Research to inform policy 14/02/2013 Page 5 Collaborative OVC research programme Universities: Oxford, Wits, UCT, UKZN NACCA, NGOs e.g. UNICEF, REPSSI, Save the Children
  • 6. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Methodology 14/02/2013 Page 6 National study of Young Carers in AIDS-ill homes Interviewed 3516 children in 2 Provinces, Followed up 3401 children (97%) at T2, 1095 (31.2%) of them AIDS-affected 482 (13.7%) other chronic illness Sampling 4 Health Districts, randomly selected Census Enumeration Areas, Door-to- door sampling in areas with HIV- prevalence 30%+ Measurements Physical & Emotional Abuse: UNICEF measures for national level monitoring of OVC Sexual Abuse: Items from Juvenile Victimization Questionnaire All other items: measures validated or used in SA
  • 7. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Study sites 14/02/2013 Page 7
  • 8. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Child abuse definition 14/02/2013 Page 8 PHYSICAL ABUSE EMOTIONAL ABUSE SEXUAL ABUSE any hitting, slapping or smacking with items or hands which hurt or left marks, or pulling hair or ears any insults towards child or family, making child feel unwelcome, threatening child inappropriate touching of sexual organs, having to touch other’s genitals, or forced sex monthly or more frequently monthly or more frequently In the last year
  • 9. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. 18.2 19.2 16.6 20.7 5.9 0 5 10 15 20 Physical abuse monthly or more frequent Emotional abuse monthly or more frequent Sexual abuse past year Baseline Follow-up %ofchildrenreportingabuse Prevalence rates of frequent physical and emotional abuse 14/02/2013 Page 9
  • 10. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Physical, emotional and sexual abuse according to family health status for boys 0 5 10 15 20 25 Physical Abuse Emotional Abuse Sexual Abuse %ofchildrenreportingabuse Healthy Other-ill AIDS-ill p<.001 14/02/2013 Page 10 p<.001
  • 11. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. 0 5 10 15 20 25 Physical Abuse Emotional Abuse Sexual Abuse %ofchildrenreportingabuse Healthy Other-ill AIDS-ill Physical, emotional and sexual abuse according to family health status in girls 14/02/2013 Page 11 p<.001
  • 12. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Differences in poverty and extent of disability according to health status 0 10 20 30 40 50 60 70 Poverty Disability Poverty & Disability %ofchildrenreportingpovertyand/orhigh levelsofdisability Healthy Other-ill AIDS-ill 14/02/2013 Page 12 p<.001 p<.001 p<.001
  • 13. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. AbuseAIDS-illness Disability Poverty Hypothesized pathways 14/02/2013 Page 13
  • 14. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Pathway from family AIDS to physical abuse for boys and girls 14/02/2013 Page 14 AIDS-illness Frequent physical abuse Disability Poverty Indirect Effect: .046* CI 95% (.019 to .083) .641* CI 95% (.491 to .791) r2= .210 3.790* CI 95% (3.548 to 4.033) r2= .250 .071* CI 95% (.027 to .116) .030* CI 95% .004 to .055) Direct effect: .276* CI 95% (.060 to .493) Indirect Effect: .112* CI 95% (.014 to .205) -2LL = 2989.48 *significant at p<.05
  • 15. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Pathway from other chronic illness to physical abuse for boys and girls 14/02/2013 Page 15 other-illness Frequent physical abuse Disability Poverty Indirect Effect: -.027* CI 95% (-.057 to -.011) -.368* CI 95% (-.573 to -.163) r2= .197 .637* CI 95% (.267 to 1.008) r2= .045 .074* CI 95% (.029 to .118) .046* CI 95% (.023 to .068) Direct effect: -.294* CI 95% (-.581 to -.007) Indirect Effect: .029* CI 95% (.012 to .056) -2LL = 2991.44 *significant at p<.05
  • 16. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Pathway from family AIDS to emotional abuse for boys 14/02/2013 Page 16 AIDS-illness Frequent emotional abuse Disability Poverty Indirect Effect: .091* CI 95% (.042 to .162) .131* CI 95% (.066 to 1.97) .018 CI 95% (-.019 to .055) Direct effect: .409* CI 95% (.089 to .730) Indirect Effect: .070 CI 95% (-.081 to .203) .690* CI 95% (.460 to .920) r2= .234 3.867* CI 95% (3.487 to 4.247) r2= .262 -2LL = 1364.81 *significant at p<.05
  • 17. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Pathway from other chronic illness to emotional abuse for boys 14/02/2013 Page 17 other-illness Frequent emotional abuse Disability Poverty Indirect Effect: -.056* CI 95% (-.116 to -.016) .138* CI 95% (.073 to .203) .040* CI 95% (.009 to .072) Direct effect: -.077 CI 95% (-.472 to .317) Indirect Effect: .025* CI 95% (.001 to .064) -.403* CI 95% (-.701 to -.104) r2= .220 .614* CI 95% (.063 to 1.164) r2= .065 -2LL = 1370.82 *significant at p<.05
  • 18. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Pathway from family AIDS to emotional abuse for girls 14/02/2013 Page 18 AIDS-illness Frequent emotional abuse Disability Poverty Indirect Effect: .055* CI 95% (.024 to .102) .600* CI 95% (.402 to .799) r2= .195 .092 * CI 95% (.041 to .143) .017 CI 95% (-.014 to .048) Direct effect: -.019 CI 95% (-.240 to .278) Indirect Effect: .066 CI 95% (-.054 to .177) 3.727* CI 95% (3.413 to 4.042) r2= .243 -2LL = 2031.00 *significant at p<.05
  • 19. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Pathway from other chronic illness to emotional abuse for girls 14/02/2013 Page 19 other-illness Frequent emotional abuse Disability Poverty Indirect Effect: -.032* CI 95% (-.068 to -.007) -.343* CI 95% (-.626 to -.061) r2= .183 .093* CI 95% (.042 to .144) .019 CI 95% (-.009 to .046) Direct effect: .038 CI 95% (-.286 to .362) Indirect Effect: .012 CI 95% (-.003 to .045) .8645* CI 95% (.143 to 1.146) r2= .031 -2LL = 2030.97 *significant at p<.05
  • 20. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Summary  High prevalence rates of child abuse across the different abuse types  Children affected by AIDS are at higher risk of physical and emotional abuse  Indirect effect of poverty and in cases disability for AIDS-ill families  Lower levels of poverty in families affected by other chronic illness  Negative indirect effect of poverty and positive indirect effect of disability in families affected by other chronic illness 14/02/2013 Page 20
  • 21. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Implications 14/02/2013 Page 21  Clear differences in risk for child maltreatment according to illness type  Importance of recognizing that illness does not equal illness when providing services to families with ill members  Effective poverty reduction may be key in reducing child abuse victimisation in AIDS-affected families  Parenting support my be key in reducing abuse in families affected by all types of illness
  • 22. Department of Social Policy & Intervention “Child Abuse in Families affected by AIDS” Please cite or re-use presentation only with permission of the authors. Thank you! 14/02/2013 Page 22 The Economic & Social Research Council The Nuffield Foundation The National Research Foundation The John Fell FundThe Claude Leon Foundation National Department of Social Development HEARD, University of Kwa-Zulu Natal Franziska.Meinck@spi.ox.ac.uk www.youngcarers.org.za Contact details:

Editor's Notes

  1. These are the prevalence rates for physical and emotional abuse at baseline in blue and follow-up in red
  2. I have given you the descriptive percentages in the bar chart and noted the odds ratio from multivariate logistic regression analysis where there was a significant relationship. So what we can see here is that in boys, other chronic illness and being healthy at baseline do not predict physical, emotional or sexual abuse at follow-up. However, household AIDS-illness at baseline predicts physical and emotional abuse at follow-up. AIDS-sickness does not predict sexual abuse.
  3. For girls, again, having a healthy household and other chronic illness baseline did not predict physical, emotional or sexual abuse at follow-up. Baseline AIDS-illness also did not predict emotional or sexual abuse in girls at follow-up. However, baseline AIDS-illness predicted physical abuse at follow-up in girls .
  4. When we carried out mediational analysis we found So for boys, we found that the relationship between AIDS-sickness and Frequent physical abuse was indeed partially mediated by poverty but not by disability
  5. When we carried out mediational analysis we found So for boys, we found that the relationship between AIDS-sickness and Frequent physical abuse was indeed partially mediated by poverty but not by disability
  6. When we carried out mediational analysis we found So for boys, we found that the relationship between AIDS-sickness and Frequent physical abuse was indeed partially mediated by poverty but not by disability
  7. We found that the relationship between AIDS-sickness and Frequent emotional abuse was also partially mediated by poverty for boys
  8. However, the relationship between AIDS-illness and Frequent emotional abuse in girls was fully mediated by poverty. So obviously, these mediational effects are small, but they are there and interventions to reduce poverty may well reduce the risk of child abuse victimization in South Africa.
  9. When we carried out mediational analysis we found So for boys, we found that the relationship between AIDS-sickness and Frequent physical abuse was indeed partially mediated by poverty but not by disability