Mothers’ Parenting Stress and Neighborhood Characteristics in Early Childhood (Ages 0–4)
Abstract
:1. Introduction
2. Data and Methods
2.1. Data
2.2. Analytical Sample
2.3. Measures
2.3.1. Outcome Variables
2.3.2. Predictor Variables
2.3.3. Control Variables
2.4. Analyses
3. Results
3.1. Descriptive Results
3.2. Bivariate Results
3.3. Multivariate Results
4. Discussion
4.1. Limitations
4.2. Implications
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Childcare Facilities | Public Recreational Spaces or Facilities | Cultural Facilities | Good Place to Raise Child in General | |
---|---|---|---|---|
Coefficient (Standard Error) | Coefficient (Standard Error) | Coefficient (Standard Error) | Coefficient (Standard Error) | |
Fixed effects | ||||
Neighborhood Characteristics (ref: Insufficient/Inconvenient/Bad) | ||||
Neutral | 0.03 (0.04) | −0.05 (0.04) | −0.07 (0.04) | −0.04 (0.04) |
Sufficient/Convenient/Good | −0.01 (0.04) | −0.08 (0.03) * | −0.08 (0.03) * | −0.04 (0.04) |
Child’s age (ref: age 0) | ||||
Age 1 | 0.05 (0.03) | 0.01 (0.03) | 0.01 (0.03) | 0.02 (0.04) |
Age 2 | 0.14 (0.04) ** | 0.11 (0.04) ** | 0.10 (0.04) * | 0.12 (0.05) * |
Age 3 | 0.14 (0.05) ** | 0.14 (0.06) * | 0.14 (0.07) * | 0.20 (0.08) * |
Age 4 | 0.07 (0.04) | 0.03 (0.03) | 0.04 (0.04) | 0.04 (0.05) |
Neighborhood * Child’s Age | ||||
Neutral × Age 1 | −0.02 (0.05) | 0.02 (0.05) | 0.03 (0.05) | 0.04 (0.05) |
Sufficient/Convenient/Good × Age 1 | −0.09 (0.04) * | −0.01 (0.04) | 1.43 × 10−3 (0.04) | −0.05 (0.05) |
Neutral × Age 2 | −0.06 (0.05) | −0.03 (0.04) | −0.01 (0.06) | 0.04 (0.06) |
Sufficient/Convenient/Good × Age 2 | −0.03 (0.07) | −2.48 × 10−3 (0.05) | 0.01 (0.05) | −0.08 (0.06) |
Neutral × Age 3 | −0.04 (0.08) | −0.02 (0.08) | 0.03 (0.09) | −0.06 (0.09) |
Sufficient/Convenient/Good × Age 3 | −2.18 × 10−4 (0.09) | −0.02 (0.07) | −0.01 (0.08) | −0.10 (0.09) |
Neutral × Age 4 | −0.08 (0.05) | −0.03 (0.05) | −0.02 (0.05) | 0.03 (0.05) |
Sufficient/Convenient/Good × Age 4 | −0.03 (0.05) | 0.04 (0.04) | −0.04 (0.05) | −0.07 (0.05) |
Female Child | −0.03 (0.02) | −0.03 (0.03) | −0.04 (0.02) | −0.03 (0.02) |
Mother’s age | −0.01 (3.44 × 10−3) * | −0.01 (3.45 × 10−3) * | −0.01 (3.49 × 10−3) * | −0.01 (3.44 × 10−3) |
Child’s birth order (ref: first) | ||||
Second | 0.13 (0.03) *** | 0.12 (0.03) *** | 0.12 (0.03) *** | 0.13 (0.03) *** |
Third or subsequent | 3.58 × 10−3 (0.04) | −2.01 × 10−3 (0.04) | 4.42 × 10−3 (0.04) | −0.02 (0.05) |
Mother’s Education (ref: high school degree or lower) | ||||
2-year technical college degree | −0.07 (0.03) * | −0.07 (0.03) * | −0.07 (0.03) ** | −0.06 (0.03) ** |
4-year university degree or higher | −0.10 (0.03) *** | −0.09 (0.03) ** | −0.08 (0.03) ** | −0.08(0.03) ** |
Marital satisfaction | −0.16 (0.01) *** | −0.16 (0.01) *** | −0.17 (0.01) *** | −0.16 (0.01) *** |
Spouse participation in childcare satisfaction | −0.07 (0.01) *** | −0.08 (0.01) *** | −0.07 (0.01) *** | −0.07 (0.01) *** |
Unpaid substitute caretaker | 3.92 × 10−3(0.03) | 4.71 × 10−3(0.03) | 0.01 (0.03) | 3.86 × 10−3 (0.03) |
Logged monthly household income | −0.04 (0.01) * | −0.04 (0.01) * | −0.04 (0.02) * | −0.04 (0.01) * |
Constant | 4.16 (0.15) *** | 4.16 (0.14) *** | 4.19 (0.15) *** | 4.15 (0.15) *** |
Random effects | ||||
Standard deviation (age) | 0.09 (0.01) | 0.09 (0.01) | 0.09 (0.01) | 0.09 (0.01) |
Standard deviation (constant) | 0.51 (0.02) | 0.51 (0.02) | 0.50 (0.02) | 0.51 (0.02) |
Correlation (age, constant) | −0.45 (0.05) | −0.45 (0.05) | −0.42 (0.05) | −0.44 (0.05) |
Standard deviation (residual) | 0.35 (0.01) | 0.36 (0.01) | 0.36 (0.01) | 0.35 (0.01) |
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Variables | Age 0 | Age 1 | Age 2 | Age 3 | Age 4 |
---|---|---|---|---|---|
n (%) | |||||
Child’s Characteristics | |||||
Child’s gender 1 | |||||
Male | 784 (51.5%) | 784 (51.5%) | 784 (51.5%) | 784 (51.5%) | 784 (51.5%) |
Female | 752 (48.5%) | 752 (48.5%) | 752 (48.5%) | 752 (48.5%) | 752 (48.5%) |
Child’s birth order | |||||
First | 707 (46.0%) | 703 (45.8%) | 703 (45.8%) | 703 (45.8%) | 703 (45.8%) |
Second | 649 (42.3%) | 653 (42.5%) | 653 (42.5%) | 652 (42.4%) | 652 (42.4%) |
Third or subsequent | 180 (11.7%) | 180 (11.5%) | 180 (11.5%) | 181 (11.7%) | 181 (11.7%) |
Mother’s and Household Characteristics | |||||
Mother’s educational attainment | |||||
High school degree or lower | 468 (30.5%) | 458 (29.8%) | 444 (28.9%) | 444 (28.9%) | 444 (28.9%) |
2-year technical college degree | 458 (29.8%) | 403 (26.3%) | 401 (26.1%) | 401 (26.1%) | 401 (26.1%) |
4-year university degree or higher | 609 (39.7%) | 674 (43.9%) | 691 (45.0%) | 691 (45.0%) | 691 (45.0%) |
Mother’s employment status | |||||
Employed 2 or studying | 445 (29.0%) | 481 (31.3%) | 508 (33.1%) | 614 (40.0%) | 650 (42.3%) |
Unemployed or economically inactive | 1091 (71.0%) | 1055 (68.7%) | 1028 (66.9%) | 921 (60.0%) | 886 (57.7%) |
Unpaid substitute caretaker 3 | |||||
Access to | 104 (6.8%) | 104 (6.8%) | 101 (6.6%) | 101 (6.6%) | 211 (13.8%) |
No access to | 1432 (93.2%) | 1432 (93.2%) | 1434 (93.4%) | 1434 (93.4%) | 1324 (86.2%) |
Mean (Standard Error) | |||||
Mother’s age | 31.3 (0.1) | 32.1 (0.1) | 32.8 (0.1) | 33.8 (0.1) | 34.8 (0.1) |
Household monthly income (KRW 10,000) 4 | 369.1 (4.5) | 471.7 (18.1) | 417.9 (11.2) | 556.6 (23.8) | 498.1 (12.7) |
Marital satisfaction (1: not satisfied–5: very satisfied) | 3.8 (2.0 × 10−2) | 3.9 (2.0 × 10−2) | 3.8 (2.0 × 10−2) | 3.7 (2.0 × 10−2) | 3.7 (2.0 × 10−2) |
Husband’s childcare satisfaction (1: not satisfied–5: very satisfied) | 3.6 (2.0 × 10−2) | 3.6 (2.0 × 10−2) | 3.7 (2.0 × 10−2) | 3.6 (2.0 × 10−2) | 3.6 (2.0 × 10−2) |
Mother’s parenting stress level (1: never–5: always) | 2.75 (1.7 × 10−2) | 2.74 (1.6 × 10−2) | 2.82 (1.7 × 10−2) | 2.84 (1.7 × 10−2) | 2.77 (1.7 × 10−2) |
Neighborhood Characteristics | |||||
Sufficient childcare facilities (i.e., daycare centers, preschools) | |||||
Very insufficient | 65 (4.2%) | 75 (4.9%) | 58 (3.8%) | 108 (7.02%) | 92 (6.0%) |
Insufficient | 263 (17.1%) | 327 (21.3%) | 310 (20.2%) | 399 (26.0%) | 290 (18.9%) |
Neutral | 511 (33.3%) | 665 (43.3%) | 644 (41.9%) | 684 (44.5%) | 571 (37.2%) |
Sufficient | 579 (37.7%) | 390 (25.4%) | 422 (27.5%) | 301 (19.6%) | 479 (31.2%) |
Very sufficient | 118 (7.7%) | 78 (5.1%) | 101 (6.6%) | 92 (2.9%) | 103 (6.7%) |
Convenient to access public recreational spaces or facilities (i.e., playgrounds, parks, walkways) | |||||
Very inconvenient | 84 (5.5%) | 109 (7.1%) | 91 (5.9%) | 121 (7.9%) | 192 (12.5%) |
Inconvenient | 329 (21.4%) | 321 (20.9%) | 281 (18.3%) | 286 (18.6%) | 355 (23.1%) |
Neutral | 373 (24.3%) | 435 (28.3%) | 468 (30.5%) | 485 (31.6%) | 525 (34.2%) |
Convenient | 587 (78.2%) | 548 (35.7%) | 554 (36.1%) | 567 (36.9%) | 372 (24.2%) |
Very convenient | 164 (10.7%) | 123 91(8.0%) | 141 (9.2%) | 77 (5.0%) | 92 (6.0%) |
Convenient to access cultural facilities (i.e., museums, libraries, art galleries, theaters) | |||||
Very inconvenient | 154 (10.0%) | 209 (13.6%) | 161 (10.5%) | 169 (11.0%) | 292 (19.0%) |
Inconvenient | 218 (14.2%) | 183 (11.9%) | 177 (11.5%) | 194 (12.6%) | 229 (14.9%) |
Neutral | 373 (24.3%) | 432 (28.1%) | 464 (30.2%) | 487 (31.7%) | 536 (34.9%) |
Convenient | 717 (46.7%) | 677 (44.1%) | 688 (44.8%) | 664 (43.2%) | 473 (30.8%) |
Very convenient | 74 (4.8%) | 35 (2.3%) | 46 (3.0%) | 23 (1.5%) | 5 (0.3%) |
Good place to raise child in general | |||||
Very bad | 31 (2.0%) | 37 (2.4%) | 26 (1.7%) | 35 (2.3%) | 38 (2.5%) |
Bad | 247 (16.1%) | 207 (13.5%) | 22 (14.2%) | 178 (11.6%) | 198 (12.9%) |
Neutral | 632 (41.2%) | 737(48.0%) | 743 (48.4%) | 784 (51.1%) | 680 (44.3%) |
Good | 552 (36.0%) | 493 (32.1%) | 494 (32.2%) | 507 (33.0%) | 522 (34.0%) |
Very good | 77 (5.0%) | 61 (4.0%) | 52 (3.4%) | 32 (2.1%) | 95 (6.2%) |
Neighborhood Characteristics | Childcare Facilities | Public Recreational Space or Facilities | Cultural Facilities | Good Place to Raise Child in General |
---|---|---|---|---|
Very Insufficient/Very Inconvenient/Very Bad 1 | 2.99 | 2.97 | 2.93 | 3.16 |
Insufficient/Inconvenient/Bad 1 | 2.88 | 2.86 | 2.86 | 2.93 |
Neutral | 2.79 | 2.78 | 2.79 | 2.82 |
Sufficient/Convenient/Good 1 | 2.73 | 2.75 | 2.74 | 2.71 |
Very Sufficient/Very Convenient/Very Good 1 | 2.75 | 2.69 | 2.58 | 2.68 |
ANOVA F(df) | 21.28 (4) *** | 21.84 (4) *** | 18.63 (4) *** | 35.90 (4) *** |
Category Difference | Childcare Facilities | Public Recreational Space or Facilities | Cultural Facilities | Good Place to Raise Child in General |
---|---|---|---|---|
A–B 1 | 0.11 ** | 0.11 | 0.07 | 0.23 *** |
A–C 1 | 0.20 *** | 0.19 *** | 0.14 *** | 0.34 *** |
A–D 1 | 0.26 *** | 0.22 *** | 0.19 *** | 0.45 *** |
A–E 1 | 0.24 *** | 0.26 *** | 0.25 *** | 0.48 *** |
B–C 1 | 0.09 * | 0.08 * | 0.07 | 0.11 * |
B–D 1 | 0.15 *** | 0.11 *** | 0.12 *** | 0.22 *** |
B–E 1 | 0.13 ** | 0.17 *** | 0.28 *** | 0.25 *** |
C–D 1 | 0.06 *** | 0.03 | 0.05 * | 0.11 *** |
C–E 1 | 0.04 | 0.09 *** | 0.21 * | 0.14 *** |
D–E 1 | –0.02 | 0.06 | 0.16 | 0.03 |
Childcare Facilities | Public Recreational Spaces or Facilities | Cultural Facilities | Good Place to Raise Child in General | |
---|---|---|---|---|
Coefficient (Standard Error) | Coefficient (Standard Error) | Coefficient (Standard Error) | Coefficient (Standard Error) | |
Fixed effects | ||||
Neighborhood Characteristics (ref: very insufficient/very inconvenient/very bad) 1 | ||||
Insufficient/inconvenient/bad | −0.06 (0.04) | −0.08 (0.03) * | −0.05 (0.03) | −0.11 (0.06) |
Neutral | −0.05 (0.04) | −0.12 (0.03) *** | −0.09 (0.02) ** | −0.10 (0.06) |
Sufficient/convenient/good | −0.09 (0.04) * | −0.14 (0.03) *** | −0.11 (0.03) *** | −0.18 (0.06) ** |
Very Sufficient/very convenient/very good | −0.09 (0.05) * | −0.16 (0.04) *** | −0.19 (0.06) ** | −0.20 (0.06) ** |
Child’s age (ref: age 0) | ||||
Age 1 | 0.01 (0.02) | 0.01 (0.02) | 0.02 (0.02) | 0.01 (0.02) |
Age 2 | 0.11 (0.02) *** | 0.12 (0.02) *** | 0.11 (0.02) *** | 0.11 (0.02) *** |
Age 3 | 0.13 (0.03) *** | 0.14 (0.03) *** | 0.15 (0.03) *** | 0.13 (0.03) *** |
Age 4 | 0.03 (0.02) | 0.01 (0.02) | 0.02 (0.02) | 0.03 (0.02) |
Female Child | −0.04 (0.03) | −0.04 (0.03) | −0.04 (0.03) | −0.03 (0.03) |
Mother’s age | −0.01 (3.93 × 10−2) | −0.01 (3.92 × 10−2) | −0.01 (3.95 × 10−2) | −0.01 (3.91 × 10−2) |
Child’s birth order (ref: first) | ||||
Second | 0.12 (0.03) *** | 0.12 (0.03) *** | 0.12 (0.03) *** | 0.12 (0.03) *** |
Third or subsequent | −0.02 (0.05) | −0.03 (0.05) | −0.03 (0.05) | −0.02 (0.05) |
Mother’s Education (ref: high school degree or lower) | ||||
2-year technical college degree | −0.09 (0.03) ** | −0.08 (0.03) ** | −0.08 (0.03) ** | −0.08 (0.03) ** |
4-year university degree or higher | −0.11(0.03) *** | −0.10(0.03) *** | −0.09 (0.03) ** | −0.10 (0.03) *** |
Marital satisfaction | −0.16 (0.01) *** | −0.16 (0.01) *** | −0.16 (0.01) *** | −0.16 (0.01) *** |
Spouse participation in childcare satisfaction | −0.08 (0.01) *** | −0.08 (0.01) *** | −0.08 (0.01) *** | −0.08 (0.01) *** |
Unpaid substitute caretaker | 7.87 × 10−4 (0.03) | −4.94 × 10−4 (0.03) | −3.93 × 10−4 (0.03) | 9.71 × 10−5 (0.03) |
Logged monthly household income | −0.03 (0.02) * | −0.03 (0.02) | −0.03 (0.02) | −0.03 (0.02) |
Constant | 4.21 (0.16) *** | 4.20 (0.16) *** | 4.20 (0.16) *** | 4.23 (0.16) *** |
Random effects | ||||
Standard deviation (age) | 0.09 (0.01) | 0.09 (0.01) | 0.09 (0.01) | 0.09 (0.01) |
Standard deviation (constant) | 0.52 (0.02) | 0.51 (0.02) | 0.51 (0.02) | 0.51 (0.02) |
Correlation (age, constant) | −0.44 (0.05) | −0.44 (0.05) | −0.42 (0.05) | −0.42 (0.05) |
Standard deviation (residual) | 0.36 (0.01) | 0.36 (0.01) | 0.36 (0.01) | 0.36 (0.01) |
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Kim, E.J.; Cho, M.J.; Kim, M.J. Mothers’ Parenting Stress and Neighborhood Characteristics in Early Childhood (Ages 0–4). Int. J. Environ. Res. Public Health 2021, 18, 2648. https://doi.org/10.3390/ijerph18052648
Kim EJ, Cho MJ, Kim MJ. Mothers’ Parenting Stress and Neighborhood Characteristics in Early Childhood (Ages 0–4). International Journal of Environmental Research and Public Health. 2021; 18(5):2648. https://doi.org/10.3390/ijerph18052648
Chicago/Turabian StyleKim, Eun Jung, Min Jung Cho, and Mi Jeong Kim. 2021. "Mothers’ Parenting Stress and Neighborhood Characteristics in Early Childhood (Ages 0–4)" International Journal of Environmental Research and Public Health 18, no. 5: 2648. https://doi.org/10.3390/ijerph18052648
APA StyleKim, E. J., Cho, M. J., & Kim, M. J. (2021). Mothers’ Parenting Stress and Neighborhood Characteristics in Early Childhood (Ages 0–4). International Journal of Environmental Research and Public Health, 18(5), 2648. https://doi.org/10.3390/ijerph18052648