| Literature DB >> 32105351 |
Cristian Bortes1, Mattias Strandh2, Karina Nilsson3.
Abstract
BACKGROUND: The presence of health problems in a child is known to be negatively associated with later academic achievement, but less is known about the educational outcomes for siblings of children in poor health. The study investigated how having a sibling with health problems affects a healthy sibling's academic achievement.Entities:
Keywords: academic achievement; child and adolescent health; education; register data; siblings
Mesh:
Year: 2020 PMID: 32105351 PMCID: PMC7187141 DOI: 10.1111/josh.12887
Source DB: PubMed Journal: J Sch Health ISSN: 0022-4391 Impact factor: 2.118
List of National Registers and Variables Used in the Study
| National Register | Variables | Categories |
|---|---|---|
| Multi‐Generational Register | Parental and sibling PIN | |
| Total Population Register | Parental country of birth | Nordic, non‐Nordic |
| Family structure, married/cohabiting with both biological parents at age 16 | Yes/no | |
| Longitudinal Integration Database for Health Insurance and Labor Market Studies (LISA) | Parent's level of education | Compulsory, 2‐year secondary, 3‐year secondary, post‐secondary |
| The Medical Birth Register | Sex | Male/female |
| Small for gestational age | No/yes | |
| Large for gestational age | No/yes | |
| Malformed child | No/yes | |
| Apgar‐score at 5 minutes | Normal/low | |
| National Patient Register | Sibling hospitalized during index‐person's age 0‐6 and 7‐12 and 13‐16 | No/yes |
| Index‐person hospitalization, age 13‐16 | No/yes | |
| Prescribed Drug Register | Index‐person received drug prescription for psycholeptics or psychoanaleptics school year 9 | No/yes |
| Swedish National Agency of Education's Pupil Register | Overall grade points | Continuous 0‐320 points |
| Eligibility upper secondary education | Yes/no |
Educational Outcomes Related to Study Variables
| Overall Grade Points, M (SD) | Ineligible for Upper Secondary Education, N (%) | |
|---|---|---|
| All individuals | 205.5 (64.7) | 12,284 (10.8) |
| Boys | 194.6 (62.2) | 6971 (6.1) |
| Girls | 216.9 (65.3) | 5313 (4.6) |
| Mother's country of birth | ||
| Nordic | 206.1 (64.2) | 9549 (8.3) |
| Non‐Nordic | 201.2 (69.4) | 2735 (1.4) |
| Father's country of birth | ||
| Nordic | 197.0 (70.3) | 7455 (6.5) |
| Non‐Nordic | 180.2 (73.4) | 2832 (2.5) |
| Parent's level of education | ||
| Compulsory | 164.1 (69.6) | 2390 (2.1) |
| 2‐year secondary | 186.6 (61.7) | 6377 (5.5) |
| 3‐year secondary | 209.1 (58.5) | 1279 (1.2) |
| Post‐secondary | 230.6 (58.8) | 2104 (1.8) |
| Family structure | ||
| Married/cohabiting | 213.1 (60.6) | 6960 (6.0) |
| Not married/cohabiting | 187.3 (70.2) | 5322 (4.6) |
| Individual birth health | ||
| Small for gestational age | 194.2 (67.7) | 421 (0.4) |
| Large for gestational age | 203.4 (66.2) | 393 (0.3) |
| Malformed child | 202.2 (65.5) | 422 (0.4) |
| Low Apgar 5‐score | 200.6 (65.2) | 103 (0.1) |
| Individual later life health | ||
| Hospitalized age 13‐16 | 193.8 (70.6) | 718 (0.6) |
| Psychotropic drug pres. | 148.4 (83.2) | 813 (0.7) |
| Sibling hospitalized | 189.2 (69.8) | 1099 (1.0) |
| No sibling hospitalized | 206.5 (64.2) | 11,185 (9.7) |
Linear Regression Models Showing the Relationship between Sibling Ill Health, Sociodemographic Variables and Overall Grade Points (Unstandardized Beta Coefficients, Standard Error in Parentheses)
| Model 1 | Model 2 | Model 3 | Model 4 | |
|---|---|---|---|---|
| No sibling hospitalized | Ref. | Ref. | Ref. | Ref. |
| Sibling hospitalized | −17.29 (.82) | −11.10 (.75) | −10.73 (.36) | −14.57 (2.30) |
| Parent's level of education | ||||
| Compulsory | Ref. | Ref. | ||
| 2‐year secondary | 17.31 (.72) | 17.76 (.73) | ||
| 3‐year secondary | 39.10 (.81) | 39.18 (.82) | ||
| Post‐secondary | 59.40 (.72) | 59.63 (.73) | ||
| Family structure | ||||
| Married/cohabiting | Ref. | Ref. | ||
| Not married/cohabiting | −21.20 (.39) | −20.42 (.40) | ||
| Mother born in a Scandinavian country | Ref. | Ref. | ||
| Non‐Scandinavian country | 2.56 (.74) | 1.90 (.86) | ||
| Father born in a Scandinavian country | Ref. | Ref. | ||
| Non‐Scandinavian country | −4.47 (.75) | −4.15 (.80) | ||
| Index person's birth health status | ||||
| Small for gestational age (ref: no) | −6.88 (1.16) | |||
| Large for gestational age (ref: no) | −1.58 (.01) | |||
| Malformed child (ref: no) | −3.06 (1.02) | |||
| Apgar 5 minutes (ref: normal) | 3.86 (2.12) | |||
| Index person's later health | ||||
| Psychotropic drug pres. (ref: no) | −54.58 (1.15) | |||
| Hospitalization age 13‐16 (ref: no) | −10.33 (.83) | |||
| Sibling ill health × parent's education | ||||
| 2‐year secondary | 4.00 (2.56) | |||
| 3‐year secondary | 3.65 (3.13) | |||
| Post‐secondary | 5.01 (2.67) | |||
| Constant | 206.48 (.20) | 166.00 (.71) | 167.30 (.75) | 167.65 (.75) |
| N | 112,133 | 111,725 | 106,778 | 106,778 |
| r2 | 0.004 | 0.174 | 0.194 | 0.194 |
p < .05.
p < .01.
p < .001.
r2 = Adjusted R Square. Models 2 and 3 are adjusted for the index person's sex. Model 4 is adjusted for all the covariates. Dependent variable: overall grade points (range: 0‐320, M = 205.5, SD = 64.7).
Odds Ratios (ORs) of Ineligibility for Upper Secondary Education (Confidence Intervals in Parentheses)
| Model 1 | Model 2 | Model 3 | Model 4 | |
|---|---|---|---|---|
| No sibling hospitalized | 1.00 (ref.) | 1.00 (ref.) | 1.00 (ref.) | 1.00 (ref.) |
| Sibling hospitalized | 1.68 (1.57‐1.80) | 1.42 (1.32‐1.53) | 1.42 (1.31‐1.52) | 1.40 (1.18‐1.67) |
| Parent's level of education | ||||
| Compulsory | 1.00 (ref.) | 1.00 (ref.) | ||
| 2‐year secondary | 0.55 (0.52‐0.59) | 0.55 (0.52‐0.59) | ||
| 3‐year secondary | 0.27 (0.25‐0.30) | 0.28 (0.25‐0.30) | ||
| Post‐secondary | 0.16 (0.16‐0.18) | 0.16 (0.15‐0.18) | ||
| Family structure | ||||
| Married/cohabiting | 1.00 (ref.) | 1.00 (ref.) | ||
| Not married/cohabiting | 1.75 (1.69‐1.83) | 1.73 (1.61‐1.80) | ||
| Mother born in a Scandinavian country | 1.00 (ref.) | 1.00 (ref.) | ||
| Non‐Scandinavian country | 1.82 (1.70‐1.95) | 2.14 (1.98‐2.31) | ||
| Father born in a Scandinavian country | 1.00 (ref.) | 1.00 (ref.) | ||
| Non‐Scandinavian country | 2.27 (2.13‐2.43) | 2.08 (1.93‐2.24) | ||
| Index person's birth health | ||||
| Small for gestational age (ref: no) | 1.38 (1.23‐1.55) | |||
| Large for gestational age (ref: no) | 1.09 (0.97‐1.22) | |||
| Malformed child (ref: no) | 1.20 (1.08‐1.34) | |||
| Apgar 5 minutes (ref: normal) | 1.20 (0.96‐1.51) | |||
| Index person's later health | ||||
| Psychotropic drug pres. (ref: no) | 3.73 (3.40‐4.08) | |||
| Hospitalization age 13‐16 (ref: no) | 1.27 (1.16‐1.38) | |||
| Sibling ill health × parent's education | ||||
| 2‐year secondary | 0.98 (0.80‐1.20) | |||
| 3‐year secondary | 1.06 (0.80‐1.41) | |||
| Post‐secondary | 1.08 (0.84‐1.38) | |||
| Constant | 0.12 | 0.21 | 0.19 | 0.19 |
| N | 112,133 | 111,725 | 106,778 | 106,778 |
| Pseudo R2 | 0.002 | 0.101 | 0.112 | 0.112 |
p < .01.
p < .001.
Models 2 and 3 are adjusted for the index person's sex. Model 4 is adjusted for all the covariates.