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Population Health and Human Development, 1987-2007 Clyde Hertzman Director, Human Early Learning Partnership
Determinants of Health
Life expectancy and income per capita for selected countries and periods 0 5,000 10,000   15,000 Life Expectancy (years) Income per capita (1991 international dollars) Source: World Development Report, 1993 1990 1960 About 1930 About 1900 . . . .  . . . . . . . . . . . . . . . . . . . . . . .  . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
Gradients in Health
Index of Inequality Hertzman, American Scientist, 2001, p 543
U.K. Civil Service  Mortality - All Causes
CHD Mortality - UK Whitehall Study
A Developmental Perspective
Infant Mortality per 1,000 Mortality by Neighbourhood Income in Urban Canada, Wilkins R, Berthelot JM, Ng E, March 2001
Report: Raising Young Children, p 18, HRDC, 2003
Quantitative Literacy Scores for Youth Aged 16-25.  International Adult Literacy Study, 1994 Parents’ Level of Education Effect Size Level 1  Level 2  Level 3  Level 4 Sweden Switzerland Netherlands Germany Belgium Canada USA Poland Ireland N Ireland G Britain New Zealand Organisation for Economic Co-operation and Development and Statistics Canada.  (1995) Literacy, economy,  and society: results of the first international adult literacy survey.  OECD/Ministry of Industry Canada, p 151.
The Challenge of the Gradient • ubiquitous in wealthy and majority world countries • cuts across a wide range of disease processes • not explained by traditional risk factors • replicates itself on new conditions as they emerge • occurs among males and females • begins life as gradient in ‘developmental health’ • gradients appear to ‘flatten up’
Contributions to Self-rated Health at Age 33,  1958 Birth Cohort Birth Death Socio-Economic Environment OR=1.87 Civil Society OR=2.05 Social Network OR=n.s. “ pathway/cumulative”  factors: OR=6.15 “ latent” factors:  OR=5.03 “ Intersecting” factors:  OR=3.83
Health Problems Related   to Early Life Coronary Heart Disease Non-insulin Dependent Diabetes Obesity Blood Pressure Aging and Memory Loss Mental Health (depression)
‘ Sensitive periods’ in early  brain development Binocular vision 0 1 2 3 7 6 5 4 High Low Years Habitual ways of responding Language Emotional control Symbol Peer social skills Relative quantity Central auditory system Sensitivity
Effects of Mothers’ Speech on Infant Vocabulary Source: Huttenlocher et al., 1991
0 600 1200 12 16 20 24 28 32 36 High SES Middle SES Low SES Age - Months Literacy – Early Vocabulary Growth B. Hart & T. Risley,  Meaningful Differences in Everyday  Experiences of Young American Children , 1995 Cumulative Vocabulary
03-089 Serotonin Gene and Depression Age 26 None Moderate Severe .30 .50 .70 A. Caspi, Science, 18 July 2003, Vol 301. Depression Risk LL SS SL S = Short Allele L = Long Allele Early Childhood Abuse
SES Differences in Prefrontal Cortex Activity
The Dynamic Epigenome and Modulation of Gene Expression
The ‘Meaney-Szyf Paradigm’ •  critical periods of brain development •  differential qualities of nurturance •  epigenetic modification through methylation •  lifelong change in HPA axis function •  inter-generational transmission of nurturance
Kindergarten:  Early Development Instrument (EDI) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],“ Developmental Readiness”
Percentage of Students Vulnerable on One or More scales of the EDI  Based on Provincial cutoffs,  Wave  1
Percentage of Students Vulnerable on One or More Scales of the EDI  Based on Provincial cutoffs,  Wave 2
Ever at risk  Vulnerable
Average Score  Emotional Maturity scale of the EDI,  Cycle 1
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Map 4.7.2: Vulnerability on Any EDI Scale and Socioeconomic Status in BC
Map 4.7.2-Highlight1: Vulnerability on Any EDI Scale and Socioeconomic Status in BC
Map 4.7.2-Highlight2: Vulnerability on Any EDI Scale and Socioeconomic Status in BC
Map 4.7.2-Highlight3: Vulnerability on Any EDI Scale and Socioeconomic Status in BC
Variation in SES-Vulnerability Linkage in British Columbia: SES-Typical and -Atypical Communities
Defining Off-/On-Diagonality ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Off-Diagonal: On-Diagonal: J
SES Data Sources ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Year EDI became a systemic program in BC B
Conceptual Diagram:  Off- and On-Diagonal Groupings   Group 2: Worse than expected (OFF) Group 1: Better than expected (OFF) Group 3: Left, regression line (ON) Group 4: Centre, regression line (ON) Group 5: Right, regression line (ON) Predicted vulnerability Actual vulnerability Let’s not forget Group 0: “other” n’hoods. J
Neighbourhoods  Identified as  Off- & On-Diagonal B
Cohorts of Interest      =  focus of our current work 2007/2008 2006/2007 2005/2006 2004/2005 2003/2004 Wave 2: FSA (Gr. 4) 2002/2003 2000/2001 2003/2004 2001/2002 1999/2000 Wave 1: EDI (K)
EDI-to-FSA Data Linkage Rates 95% 94% 85% 96% 96% Kindergarten Grade 4 89% 87% Data Unavailable Data Unavailable Data Unavailable 5076 26502 3416 3411 4044 PEN Found 3172 +/- 3783 +/- FSA Score Found 27506 2002/2003 3643 2000/2001 5374 2003/2004 4008 2001/2002 4267  1999/2000 EDI
The EDI has Predictive Validity (but there’s more to it than that!) # of Vulnerabilities  % Not ‘Successful’ = ‘Not Pass’ Numeracy 0 12.3 1 22.2 2-3 33.8 4-5 55.6 Reading 0 17.8 1 33.9 2-3 43.1 4-5 68.3 (EDI) (Grade 4)
Understanding C-to-B Ratios A D C B Let’s see how these deflections appear graphically… = “off diagonals” VULNERABLE NOT VULNERABLE EDI DID NOT PASSED FSA
A – Positive (Normal)
B – Negative Deflection
C – Positive Deflection
D- Negative (Normal)
Calculating C-to-B Ratios A B B C C D CBR= In essence, the CBR represents the ratio of positive to negative deflections D C VULNERABLE B A NOT VULNERABLE EDI NOT PASSED PASSED FSA Recall that… / (   +  ) / (   +  )
Vancouver Divergence:  The development of children from higher vulnerability neighbourhoods, over time, falls behind that of children from lower vulnerability neighbourhoods.
Howe Sound Convergence:  Children from higher vulnerability neighbourhoods tend to catch up, over time, with children from lower vulnerability neighbourhoods.

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Human Early Learning Partnership And Health Promotion

  • 1. Population Health and Human Development, 1987-2007 Clyde Hertzman Director, Human Early Learning Partnership
  • 3. Life expectancy and income per capita for selected countries and periods 0 5,000 10,000 15,000 Life Expectancy (years) Income per capita (1991 international dollars) Source: World Development Report, 1993 1990 1960 About 1930 About 1900 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
  • 5. Index of Inequality Hertzman, American Scientist, 2001, p 543
  • 6. U.K. Civil Service Mortality - All Causes
  • 7. CHD Mortality - UK Whitehall Study
  • 9. Infant Mortality per 1,000 Mortality by Neighbourhood Income in Urban Canada, Wilkins R, Berthelot JM, Ng E, March 2001
  • 10. Report: Raising Young Children, p 18, HRDC, 2003
  • 11. Quantitative Literacy Scores for Youth Aged 16-25. International Adult Literacy Study, 1994 Parents’ Level of Education Effect Size Level 1 Level 2 Level 3 Level 4 Sweden Switzerland Netherlands Germany Belgium Canada USA Poland Ireland N Ireland G Britain New Zealand Organisation for Economic Co-operation and Development and Statistics Canada. (1995) Literacy, economy, and society: results of the first international adult literacy survey. OECD/Ministry of Industry Canada, p 151.
  • 12. The Challenge of the Gradient • ubiquitous in wealthy and majority world countries • cuts across a wide range of disease processes • not explained by traditional risk factors • replicates itself on new conditions as they emerge • occurs among males and females • begins life as gradient in ‘developmental health’ • gradients appear to ‘flatten up’
  • 13. Contributions to Self-rated Health at Age 33, 1958 Birth Cohort Birth Death Socio-Economic Environment OR=1.87 Civil Society OR=2.05 Social Network OR=n.s. “ pathway/cumulative” factors: OR=6.15 “ latent” factors: OR=5.03 “ Intersecting” factors: OR=3.83
  • 14. Health Problems Related to Early Life Coronary Heart Disease Non-insulin Dependent Diabetes Obesity Blood Pressure Aging and Memory Loss Mental Health (depression)
  • 15. ‘ Sensitive periods’ in early brain development Binocular vision 0 1 2 3 7 6 5 4 High Low Years Habitual ways of responding Language Emotional control Symbol Peer social skills Relative quantity Central auditory system Sensitivity
  • 16. Effects of Mothers’ Speech on Infant Vocabulary Source: Huttenlocher et al., 1991
  • 17. 0 600 1200 12 16 20 24 28 32 36 High SES Middle SES Low SES Age - Months Literacy – Early Vocabulary Growth B. Hart & T. Risley, Meaningful Differences in Everyday Experiences of Young American Children , 1995 Cumulative Vocabulary
  • 18. 03-089 Serotonin Gene and Depression Age 26 None Moderate Severe .30 .50 .70 A. Caspi, Science, 18 July 2003, Vol 301. Depression Risk LL SS SL S = Short Allele L = Long Allele Early Childhood Abuse
  • 19. SES Differences in Prefrontal Cortex Activity
  • 20. The Dynamic Epigenome and Modulation of Gene Expression
  • 21. The ‘Meaney-Szyf Paradigm’ • critical periods of brain development • differential qualities of nurturance • epigenetic modification through methylation • lifelong change in HPA axis function • inter-generational transmission of nurturance
  • 22.
  • 23. Percentage of Students Vulnerable on One or More scales of the EDI Based on Provincial cutoffs, Wave 1
  • 24. Percentage of Students Vulnerable on One or More Scales of the EDI Based on Provincial cutoffs, Wave 2
  • 25. Ever at risk Vulnerable
  • 26. Average Score Emotional Maturity scale of the EDI, Cycle 1
  • 27.
  • 28. Map 4.7.2: Vulnerability on Any EDI Scale and Socioeconomic Status in BC
  • 29. Map 4.7.2-Highlight1: Vulnerability on Any EDI Scale and Socioeconomic Status in BC
  • 30. Map 4.7.2-Highlight2: Vulnerability on Any EDI Scale and Socioeconomic Status in BC
  • 31. Map 4.7.2-Highlight3: Vulnerability on Any EDI Scale and Socioeconomic Status in BC
  • 32. Variation in SES-Vulnerability Linkage in British Columbia: SES-Typical and -Atypical Communities
  • 33.
  • 34.
  • 35. Conceptual Diagram: Off- and On-Diagonal Groupings Group 2: Worse than expected (OFF) Group 1: Better than expected (OFF) Group 3: Left, regression line (ON) Group 4: Centre, regression line (ON) Group 5: Right, regression line (ON) Predicted vulnerability Actual vulnerability Let’s not forget Group 0: “other” n’hoods. J
  • 36. Neighbourhoods Identified as Off- & On-Diagonal B
  • 37. Cohorts of Interest    = focus of our current work 2007/2008 2006/2007 2005/2006 2004/2005 2003/2004 Wave 2: FSA (Gr. 4) 2002/2003 2000/2001 2003/2004 2001/2002 1999/2000 Wave 1: EDI (K)
  • 38. EDI-to-FSA Data Linkage Rates 95% 94% 85% 96% 96% Kindergarten Grade 4 89% 87% Data Unavailable Data Unavailable Data Unavailable 5076 26502 3416 3411 4044 PEN Found 3172 +/- 3783 +/- FSA Score Found 27506 2002/2003 3643 2000/2001 5374 2003/2004 4008 2001/2002 4267 1999/2000 EDI
  • 39. The EDI has Predictive Validity (but there’s more to it than that!) # of Vulnerabilities % Not ‘Successful’ = ‘Not Pass’ Numeracy 0 12.3 1 22.2 2-3 33.8 4-5 55.6 Reading 0 17.8 1 33.9 2-3 43.1 4-5 68.3 (EDI) (Grade 4)
  • 40. Understanding C-to-B Ratios A D C B Let’s see how these deflections appear graphically… = “off diagonals” VULNERABLE NOT VULNERABLE EDI DID NOT PASSED FSA
  • 41. A – Positive (Normal)
  • 42. B – Negative Deflection
  • 43. C – Positive Deflection
  • 45. Calculating C-to-B Ratios A B B C C D CBR= In essence, the CBR represents the ratio of positive to negative deflections D C VULNERABLE B A NOT VULNERABLE EDI NOT PASSED PASSED FSA Recall that… / ( + ) / ( + )
  • 46. Vancouver Divergence: The development of children from higher vulnerability neighbourhoods, over time, falls behind that of children from lower vulnerability neighbourhoods.
  • 47. Howe Sound Convergence: Children from higher vulnerability neighbourhoods tend to catch up, over time, with children from lower vulnerability neighbourhoods.