The height premium: a literature review and meta-analysis

Chloe Puett, Jere Behrman, Clint Pecenka, Christopher Sudfeld
{"title":"The height premium: a literature review and meta-analysis","authors":"Chloe Puett, Jere Behrman, Clint Pecenka, Christopher Sudfeld","doi":"10.12688/gatesopenres.14806.1","DOIUrl":null,"url":null,"abstract":"<ns4:p>The association between adult height and labor-market wages, or the “height premium” (HP), is an important input for quantifying potential economic benefits of nutritional interventions promoting growth. A large economics literature has evaluated this association; however, HP estimates differ greatly depending on the study populations and statistical methodologies used. We conducted a meta-analysis of HP estimates to describe the differences in estimates with different statistical methodologies and to examine potential effect modification of the HP by sex and country income category. We performed meta-analyses for studies using instrumental variables (IV) and ordinary least squares (OLS) methods, separately. OLS estimates were separated into those that were “low-adjusted” for confounding variables and “high-adjusted” for at least one common mediator variable, specifically cognition or schooling. Overall, in a total of 12 studies, the pooled estimates for IV studies indicated that each centimeter increase in height was associated with 3.58% greater wages (95% CI: 1.62-5.54%; I<ns4:sup>2</ns4:sup>=97.5%, p<0.001)). In the 24 total OLS studies, low-adjusted estimates indicated an HP of 1.06% (95% CI: 0.85-1.28%, I<ns4:sup>2</ns4:sup>=95.5%, p<0.001), while for high-adjusted estimates the HP was only 0.57% (95% CI: 0.41-0.73%, I<ns4:sup>2</ns4:sup>=95.8%, p<0.001). Further, the meta-analysis found evidence of effect modification by sex in OLS estimates but not IV, and for both IV and OLS for country income category. Overall, the literature suggests a robust association between adult height and wages; however, the magnitude of the estimate appears to be dependent on statistical methods and covariates selected for multivariable models. Our findings also suggest there may be differences by sex and country income category. Additional analyses are needed taking into account a causal inference framework and, if adult height is being used to capture the cumulative effect on wages of nutritional exposures from conception through adulthood, studies should not adjust for potential mediators including cognition and schooling.</ns4:p>","PeriodicalId":12593,"journal":{"name":"Gates Open Research","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Gates Open Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.12688/gatesopenres.14806.1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The association between adult height and labor-market wages, or the “height premium” (HP), is an important input for quantifying potential economic benefits of nutritional interventions promoting growth. A large economics literature has evaluated this association; however, HP estimates differ greatly depending on the study populations and statistical methodologies used. We conducted a meta-analysis of HP estimates to describe the differences in estimates with different statistical methodologies and to examine potential effect modification of the HP by sex and country income category. We performed meta-analyses for studies using instrumental variables (IV) and ordinary least squares (OLS) methods, separately. OLS estimates were separated into those that were “low-adjusted” for confounding variables and “high-adjusted” for at least one common mediator variable, specifically cognition or schooling. Overall, in a total of 12 studies, the pooled estimates for IV studies indicated that each centimeter increase in height was associated with 3.58% greater wages (95% CI: 1.62-5.54%; I2=97.5%, p<0.001)). In the 24 total OLS studies, low-adjusted estimates indicated an HP of 1.06% (95% CI: 0.85-1.28%, I2=95.5%, p<0.001), while for high-adjusted estimates the HP was only 0.57% (95% CI: 0.41-0.73%, I2=95.8%, p<0.001). Further, the meta-analysis found evidence of effect modification by sex in OLS estimates but not IV, and for both IV and OLS for country income category. Overall, the literature suggests a robust association between adult height and wages; however, the magnitude of the estimate appears to be dependent on statistical methods and covariates selected for multivariable models. Our findings also suggest there may be differences by sex and country income category. Additional analyses are needed taking into account a causal inference framework and, if adult height is being used to capture the cumulative effect on wages of nutritional exposures from conception through adulthood, studies should not adjust for potential mediators including cognition and schooling.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
身高溢价:文献回顾和荟萃分析
成人身高与劳动力市场工资之间的关系,或“身高溢价”(HP),是量化营养干预促进生长的潜在经济效益的重要输入。大量经济学文献对这种关联进行了评估;然而,根据研究人群和所使用的统计方法的不同,HP估计值差异很大。我们对HP估计值进行了荟萃分析,以描述不同统计方法估计值之间的差异,并检查按性别和国家收入类别调整HP的潜在影响。我们分别使用工具变量(IV)和普通最小二乘(OLS)方法对研究进行了meta分析。OLS估计被分为混合变量的“低调整”和至少一个常见中介变量的“高调整”,特别是认知或学校教育。总的来说,在总共12项研究中,IV研究的汇总估计表明,身高每增加一厘米,工资就会增加3.58% (95% CI: 1.62-5.54%;I2 = 97.5%,术中;0.001))。在总共24项OLS研究中,低校正估计值显示HP为1.06% (95% CI: 0.85-1.28%, I2=95.5%, p<0.001),而高校正估计值显示HP仅为0.57% (95% CI: 0.41-0.73%, I2=95.8%, p<0.001)。此外,荟萃分析发现,在OLS估计中存在按性别改变效果的证据,但在IV中没有,在IV和OLS中都存在国家收入类别的证据。总的来说,文献表明成年人的身高和工资之间有很强的联系;然而,估计的幅度似乎取决于多变量模型中选择的统计方法和协变量。我们的研究结果还表明,性别和国家收入类别可能存在差异。考虑到因果推理框架,需要进行额外的分析,如果使用成人身高来捕捉从怀孕到成年的营养暴露对工资的累积影响,研究不应调整包括认知和学校教育在内的潜在中介因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Gates Open Research
Gates Open Research Immunology and Microbiology-Immunology and Microbiology (miscellaneous)
CiteScore
3.60
自引率
0.00%
发文量
90
期刊最新文献
Knowledge and uptake of contraceptive and other sexual reproductive health services among in-school adolescents in three South African townships: Baseline findings from the Girls Achieve Power (GAP Year) Trial. Vaccine decision-making among pregnant women: a protocol for a cross-sectional mixed-method study in Brazil, Ghana, Kenya and Pakistan. Simulated data for census-scale entity resolution research without privacy restrictions: a large-scale dataset generated by individual-based modeling. Stories of women's marriage and fertility experiences: Qualitative research on urban and rural cases in Bali, Indonesia. Health care-seeking behavior for childhood illnesses in western Kenya: Qualitative findings from the Child Health and Mortality Prevention Surveillance (CHAMPS) Study.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1