Parents’ Education Is More Important Than Their Wealth in Shaping Their Children’s Intelligence: Results of 19 Samples in Seven Countries at Different Developmental Levels
Abstract
In 19 (sub)samples from seven countries (United States, Austria, Germany, Costa Rica, Ecuador, Vietnam, Brazil), we analyzed the impact of parental education compared with wealth on the cognitive ability of children (aged 4–22 years, total N = 15,297). The background of their families ranged from poor indigenous remote villagers to academic families in developed countries, including parents of the gifted. Children’s cognitive ability was measured with mental speed tests, Culture Fair Intelligence Test (CFT), the Raven’s, Wiener Entwicklungstest (WET), Cognitive Abilities Test (CogAT), Piagetian tasks, Armed Forces Qualification Test (AFQT), Progress in International Reading Literacy Study (PIRLS), Trends in International Mathematics and Science Study (TIMSS), and Programme for International Student Assessment (PISA). Parental wealth was estimated by asking for income, indirectly by self-assessment of relative wealth, and by evaluating assets. The mean direct effect of parental education was greater than wealth. In path analyses, parental education ( β Ed ) also showed a stronger impact on children’s intelligence than familial economic status ( β In , total effect averages: β Ed = .30–.45, β In = .09–.12; N = 15,125, k = 18). The effects on mental speed were smaller than for crystallized intelligence, but still larger for parental education than familial economic status ( β Ed→MS = .25, β In→MS = .00, β Ed→CI = .36, β In→CI = .09; N = 394, k = 3). Additional factors affecting children’s cognitive ability are number of books, marital status, educational behavior of parents, and behavior of children. If added, a general background (ethnicity, migration) factor shows strong effects ( β Bg = .30–.36). These findings are discussed in terms of environmental versus hidden genetic effects.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Parental education has been found to be more important than wealth in shaping children's intelligence.
“With this noted, parental education has been found to be more important than wealth in shaping children's intelligence [75].”
From Global Ancestry and Cognitive Ability (2019) · cites this paper as [75]
It might be that parents' education is the subcomponent that matters in shaping children's intelligence, so its impact could be diluted/contaminated when combining it with income and neighborhood quality.
“It might be that parents’ education is the subcomponent that matters in shaping children’s intelligence84,85, so its impact could be diluted/contaminated when combining it with income and neighborhood quality.”
From The impact of digital media on children’s intelligence while controlling for genetic differences in cognition and socioeconomic background (2022) · cites this paper as [85]
The citation lists haven’t been fetched yet
References 83 · Cited by 68
- Authors
- Rindermann, H., & Ceci, S. J.
- Affiliations
- Chemnitz University of Technology (DE)
- Cornell University (US)
- Corresponding author
- Rindermann, Heiner
- Venue
- Journal for the Education of the Gifted
- Publisher
- SAGE Publications
- Published
- 2018-09-26
- Volume
- 41
- Issue
- 4
- Pages
- 298-326
- ISSN
- 0162-3532 (ISSN-L)
- 2162-9501
- OpenAlex
- W2892932685
- Cited by
- 68
- References
- 83
- Citations by year
- 2026: 5 · 2025: 11 · 2024: 11 · 2023: 13 · 2022: 13 · 2021: 6 · 2020: 4 · 2019: 5
- FWCI
- 4.91
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- journal for the education of the gifted (publishedVersion)
- Funders
- Technische Universität Chemnitz
- Universidade Federal de Minas Gerais
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Sociology and Political Science › Intergenerational and Educational Inequality Studies
- Social Sciences › Education › Parental Involvement in Education
- Keywords
- parental education, parental wealth, child intelligence, cognitive ability, cognitive speed, crystallized intelligence, family background, cross-national comparison, gifted children
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review