| Literature DB >> 32935054 |
D N McRae1, N Muhajarine1, M Janus2, E Duku2, M Brownell3, B Forer4, M Guhn4.
Abstract
INTRODUCTION: Studies have consistently demonstrated a gradient between median neighbourhood income and child developmental outcomes. By investigating statistical outliers-neighbourhoods with children exhibiting less or more developmental vulnerability than that predicted by median neighbourhood income-there is an opportunity to identify other neighbourhood characteristics that may be enhancing or impeding early childhood development.Entities:
Year: 2020 PMID: 32935054 PMCID: PMC7473291 DOI: 10.23889/ijpds.v5i1.1147
Source DB: PubMed Journal: Int J Popul Data Sci ISSN: 2399-4908
Figure 1: Flow chart illustrating the number of neighbourhoods included in each domain-specific analysisDifference of means tested with independent t-tests; *p ≤ 0.05, ** p ≤ 0.01
Definitions: social assistance: percent of neighbourhood residents with low income receiving public financial aid; dwelling major repair: percent of neighbourhood residents living in a home requiring major repair; high school education: percent of neighbourhood residents 25 to 64 years old with high school completion or the equivalent as their highest credential; lone parents: percent of neighbourhood residents living in lone parent families; moved in the last year: percent of neighbourhood residents having moved in the last year; immigrant index: is derived from the standardized mean of two equally weighted variables, “percent of neighbourhood residents with a non-official language as a mother tongue” and “percent that immigrated within the past 5 years”. Values reported for immigrant index in this table are unstandardized for ease of interpretation.
| Neighbourhood Characteristics | ||||||||
|---|---|---|---|---|---|---|---|---|
| EDI domain | Neighbourhood vulnerability | Social assistance mean% (SD) | Dwelling major repair mean% (SD) | High school education mean% (SD) | Lone parents mean% (SD) | Moved in the last year mean% (SD) | Immigrant index mean% (SD) | Ethnic diversity index mean% (SD) |
| Physical health and well-being | Discordant-low | **7.15 | 2.86 | **23.08 | *14.56 | **12.18 | 16.72 | **0.29 |
| (n=404) | (4.38) | (1.60) | (4.50) | (4.74) | (5.43) | (13.18) | (0.25) | |
| Concordant | 7.95 | 2.79 | 25.20 | 15.12 | 13.29 | 16.92 | 0.36 | |
| (n=1,214) | (4.97) | (1.60) | (4.80) | (5.15) | (5.26) | (11.50) | (0.21) | |
| Discordant-high | **11.69 | **3.81 | **26.73 | **17.71 | **15.47 | 17.24 | *0.33 | |
| (n=404) | (6.87) | (1.97) | (4.07) | (6.33) | (5.54) | (11.36) | (0.18) | |
| Social Competence | Discordant-low | **7.38 | **3.11 | **24.04 | **14.46 | **12.45 | **14.92 | **0.27 |
| (n=404) | (4.77) | (1.77) | (4.73) | (4.84) | (5.13) | (11.81) | (0.22) | |
| Concordant | 8.21 | 2.84 | 25.04 | 15.34 | 13.40 | 17.27 | 0.36 | |
| (n=1,214) | (5.19) | (1.64) | (4.80) | (5.27) | (5.46) | (11.49) | (0.22) | |
| Discordant-high | **10.67 | **3.39 | **26.23 | **17.16 | **14.86 | 17.99 | 0.35 | |
| (n=404) | (6.59) | (1.88) | (4.33) | (6.14) | (5.49) | (12.60) | (0.21) | |
| Emotional Maturity | Discordant-low | 7.71 | 2.92 | 25.31 | *14.59 | 13.31 | 17.84 | 0.34 |
| (n=404) | (5.13) | (1.80) | (4.80) | (5.42) | (5.73) | (12.93) | (0.23) | |
| Concordant | 8.16 | 2.84 | 24.86 | 15.33 | 13.30 | 17.14 | 0.35 | |
| (n=1,214) | (5.22) | (1.64) | (4.84) | (5.20) | (5.39) | (11.60) | (0.22) | |
| Discordant-high | **10.50 | **3.58 | *25.52 | **17.06 | **14.29 | 15.45 | **0.29 | |
| (n=404) | (6.34) | (1.78) | (4.36) | (5.85) | (5.32) | (11.20) | (0.20) | |
| Language & cognitive development | Discordant-low | **7.26 | 2.99 | **24.15 | 14.85 | 13.38 | 16.59 | 0.32 |
| (n=404) | (4.65) | (1.75) | (5.02) | (4.72) | (5.72) | (12.66) | (0.23) | |
| Concordant | 8.18 | 2.84 | 25.06 | 15.16 | 13.11 | 16.39 | 0.34 | |
| (n=1,214) | (5.20) | (1.58) | (4.65) | (5.22) | (5.26) | (11.28) | (0.22) | |
| Discordant-high | **10.87 | **3.51 | **26.06 | **17.31 | **14.80 | **19.00 | 0.35 | |
| (n=404) | (6.57) | (2.01) | (4.56) | (6.35) | (5.56) | (12.35) | (0.21) | |
| Communication & general knowledge | Discordant-low | *7.40 | 3.04 | **23.62 | **14.46 | **11.72 | *11.53 | **0.20 |
| (n=404) | (4.33) | (1.54) | (4.43) | (4.22) | (4.74) | (9.46) | (0.19) | |
| Concordant | 8.06 | 2.91 | 25.28 | 15.21 | 13.31 | 16.34 | 0.35 | |
| (n=1,214) | (5.15) | (1.67) | (4.81) | (5.30) | (5.42) | (10.86) | (0.21) | |
| Discordant-high | **11.12 | **3.27 | *25.92 | **17.55 | **15.88 | **24.18 | **0.44 | |
| (n=404) | (6.80) | (2.03) | (4.55) | (6.38) | (5.41) | (13.18) | (0.20) | |
Abbreviations: aOR adjusted odds ratio, CI confidence interval
aDiscordant-lower vulnerability neighbourhoods had lower rates of child developmental vulnerability than predicted by neighbourhood median income, compared to concordant neighbourhoods.
bDiscordant-higher vulnerability neighbourhoods had higher rates of child developmental vulnerability than predicted by neighbourhood median income, compared to concordant neighbourhoods.
These analyses included 1,619 neighbourhoods; 404 discordant-lower vulnerability neighbourhoods versus 1,215 concordant vulnerability neighbourhoods, and 404 discordant-higher vulnerability neighbourhoods versus 1,215 concordant vulnerability neighbourhoods.
| Neighbourhood-level predictors | Discordant-Lower Vulnerability Neighbourhoodsa | Discordant-Higher Vulnerability Neighbourhoodsb |
|---|---|---|
| aOR (95% CI) | aOR (95% CI) | |
|
| ||
| Social assistance | 0.73 (0.62, 0.85) | 1.41 (1.23, 1.62) |
| Dwellings in need of major repair | ----- | 1.47 (1.27, 1.70) |
| High school education as highest credential | 0.70 (0.62, 0.80) | 1.44 (1.25, 1.65) |
| Lone parent families | ----- | ----- |
| Moved in the last year | ----- | 1.44 (1.26, 1.65) |
| Immigrant concentration | 1.72 (1.38, 2.14) | 1.14 (0.91, 1.42) |
| Ethnic diversity | 0.46 (0.38, 0.54) | 0.88 (0.72, 1.08) |
| Immigrant concentration X Ethnic diversity | 1.66 (1.43, 1.94) | 0.82 (0.68, 0.98) |
| Hosmer-Lemeshow | 0.24 | 0.47 |
| Nagelkerke R2 | 0.15 | 0.19 |
Figure 2a: Interaction between immigrant concentration and ethnic diversity for neighbourhoods with discordant-lower vulnerability in physical health and well-being versus concordant neighbourhoods (n=1,619)1 Figure legend for this and all proceeding figures: High/low ethnic diversity and high/low immigrant concentration are equal to one standard deviation above/below the mean for the respective variables
Figure 2b: Interaction between immigrant concentration and ethnic diversity for neighbourhoods with discordant-higher vulnerability in physical health and well-being versus concordant neighbourhoods (n=1,619)
Abbreviations: aOR adjusted odds ratio, CI confidence interval
aDiscordant-lower vulnerability neighbourhoods had lower rates of child developmental vulnerability than predicted by neighbourhood median income, compared to concordant neighbourhoods.
bDiscordant-higher vulnerability neighbourhoods had higher rates of child developmental vulnerability than predicted by neighbourhood median income, compared to concordant neighbourhoods.
These analyses included 1,619 neighbourhoods; 404 discordant-lower vulnerability neighbourhoods versus 1,215 concordant vulnerability neighbourhoods, and 404 discordant-higher vulnerability neighbourhoods versus 1,215 concordant vulnerability neighbourhoods.
| Neighbourhood-level predictors | Discordant-Lower Vulnerability Neighbourhoodsa | Discordant-Higher Vulnerability Neighbourhoodsb |
|---|---|---|
| aOR (95% CI) | aOR (95% CI) | |
| Social assistance | 0.70 (0.60, 0.83) | 1.27 (1.12, 1.45) |
| Dwellings in need of major repair | 1.19 (1.04, 1.37) | 1.21 (1.06, 1.39) |
| High school education as highest credential | ----- | 1.28 (1.13, 1.44) |
| Lone parent families | ----- | ----- |
| Moved in the last year | ----- | 1.22 (1.09, 1.37) |
| Immigrant concentration | 1.41 (1.15, 1.73) | ----- |
| Ethnic diversity | 0.54 (0.46, 0.65) | ----- |
| Immigrant concentration X Ethnic diversity | 1.30 (1.11, 1.51) | ----- |
| Hosmer-Lemeshow | 0.70 | 0.54 |
| Nagelkerke R2 | 0.08 | 0.08 |
Figure 3: Interaction between immigrant concentration and ethnic diversity for neighbourhoods with discordant-lower vulnerability in social competence versus concordant neighbourhoods (n=1,619)Abbreviations: aOR adjusted odds ratio, CI confidence interval
aDiscordant-lower vulnerability neighbourhoods had lower rates of child developmental vulnerability than predicted by neighbourhood median income, compared to concordant neighbourhoods.
bDiscordant-higher vulnerability neighbourhoods had higher rates of child developmental vulnerability than predicted by neighbourhood median income, compared to concordant neighbourhoods.
These analyses included 1,619 neighbourhoods; 404 discordant-lower vulnerability neighbourhoods versus 1,215 concordant vulnerability neighbourhoods, and 404 discordant-higher vulnerability neighbourhoods versus 1,215 concordant vulnerability neighbourhoods.
| Neighbourhood-level predictors | Discordant-Lower Vulnerability Neighbourhoodsa | Discordant-Higher Vulnerability Neighbourhoodsb |
|---|---|---|
| aOR (95% CI) | aOR (95% CI) | |
| Social assistance | ----- | 1.33 (1.17, 1.53) |
| Dwellings in need of major repair | ----- | 1.19 (1.03, 1.37) |
| High school education as highest credential | 1.17 (1.04, 1.31) | ----- |
| Lone parent families | 0.81 (0.71, 0.93) | ----- |
| Moved in the last year | ----- | 1.27 (1.12, 1.45) |
| Immigrant concentration | 1.31 (1.06, 1.62) | ----- |
| Ethnic diversity | 0.83 (0.70, 0.98) | 0.68 (0.59, 0.79) |
| Immigrant concentration X Ethnic diversity | 1.19 (1.02, 1.38) | ----- |
| Hosmer-Lemeshow | 0.78 | 0.63 |
| Nagelkerke R2 | 0.02 | 0.09 |
Figure 4: Interaction between immigrant concentration and ethnic diversity for neighbourhoods with discordant-lower vulnerability in emotional maturity versus concordant neighbourhoods (n=1,619) Abbreviations: aOR adjusted odds ratio, CI confidence interval
aDiscordant-lower vulnerability neighbourhoods had lower rates of child developmental vulnerability than predicted by neighbourhood median income, compared to concordant neighbourhoods.
bDiscordant-higher vulnerability neighbourhoods had higher rates of child developmental vulnerability than predicted by neighbourhood median income, compared to concordant neighbourhoods.
*For this model, “dwellings in need of major repair” was statistically significant (Wald p < 0.05) but we chose to exclude it because model fit was inadequate (Hosmer-Lemeshow p=0.01) with its inclusion.
These analyses included 1,619 neighbourhoods; 404 discordant-lower vulnerability neighbourhoods versus 1,215 concordant vulnerability neighbourhoods, and 404 discordant-higher vulnerability neighbourhoods versus 1,215 concordant vulnerability neighbourhoods.
| Neighbourhood-level predictors | Discordant-Lower Vulnerability Neighbourhoodsa* | Discordant-Higher Vulnerability Neighbourhoodsb |
|---|---|---|
| aOR (95% CI) | aOR (95% CI) | |
| Social assistance | 0.75 (0.65, 0.86) | 1.20 (1.05, 1.37) |
| Dwellings in need of major repair | ----- | 1.37 (1.20, 1.57) |
| High school education as highest credential | ----- | 1.28 (1.12, 1.45) |
| Lone parent families | ----- | ----- |
| Moved in the last year | ----- | 1.19 (1.05,1.36) |
| Immigrant concentration | 1.25 (1.01, 1.53) | 1.30 (1.10, 1.53) |
| Ethnic diversity | 0.76 (0.64, 0.89) | ----- |
| Immigrant concentration X Ethnic diversity | 1.36 (1.17, 1.58) | ----- |
| Hosmer-Lemeshow | 0.15 | 0.98 |
| Nagelkerke R2 | 0.03 | 0.10 |
Figure 5: Interaction between immigrant concentration and ethnic diversity for neighbourhoods with discordant-lower vulnerability in language and cognitive development versus concordant neighbourhoods (n=1,619)Abbreviations: aOR adjusted odds ratio, CI confidence interval
aDiscordant-lower vulnerability neighbourhoods had lower rates of child developmental vulnerability than predicted by neighbourhood median income, compared to concordant neighbourhoods.
bDiscordant-higher vulnerability neighbourhoods had higher rates of child developmental vulnerability than predicted by neighbourhood median income, compared to concordant neighbourhoods.
These analyses included 1,619 neighbourhoods; 404 discordant-lower vulnerability neighbourhoods versus 1,215 concordant vulnerability neighbourhoods, and 404 discordant-higher vulnerability neighbourhoods versus 1,215 concordant vulnerability neighbourhoods.
| Neighbourhood-level predictors | Discordant-Lower Vulnerability Neighbourhoodsa | Discordant-Higher Vulnerability Neighbourhoodsb |
|---|---|---|
| aOR (95% CI) | aOR (95% CI) | |
| Social assistance | ----- | 1.39 (1.24, 1.55) |
| Dwellings in need of major repair | 0.82 (0.71, 0.95) | ----- |
| High school education as highest credential | 0.67 (0.59, 0.76) | 1.29 (1.13, 1.47) |
| Lone parent families | ----- | ----- |
| Moved in the last year | ----- | 1.27 (1.12,1.45) |
| Immigrant concentration | 1.09 (0.86, 1.38) | 2.01 (1.71, 2.37) |
| Ethnic diversity | 0.38 (0.32, 0.46) | ----- |
| Immigrant concentration X Ethnic diversity | 1.24 (1.03, 1.47) | ----- |
| Hosmer-Lemeshow | 0.01 | 0.62 |
| Nagelkerke R2 | 0.19 | 0.17 |
Figure 6: Interaction between immigrant concentration and ethnic diversity for neighbourhoods with discordant-lower vulnerability in communication skills and general knowledge versus concordant neighbourhoods (n=1,619)