Sociodemographic Factors, Healthy Habits, and Quality of Life in Relation to Insulin Resistance Risk in a Large Cohort of Spanish Workers.

IF 4.4 Q1 Medicine
María Dolores Marzoa Jansana, Pedro Juan Tárraga López, Juan José Guarro Miquel, Ángel Arturo López-González, Pere Riutord Sbert, Carla Busquets-Cortés, José Ignacio Ramírez-Manent
{"title":"Sociodemographic Factors, Healthy Habits, and Quality of Life in Relation to Insulin Resistance Risk in a Large Cohort of Spanish Workers.","authors":"María Dolores Marzoa Jansana, Pedro Juan Tárraga López, Juan José Guarro Miquel, Ángel Arturo López-González, Pere Riutord Sbert, Carla Busquets-Cortés, José Ignacio Ramírez-Manent","doi":"10.3390/medsci13030122","DOIUrl":null,"url":null,"abstract":"<p><p><b>Background:</b> Insulin resistance (IR) is a key pathogenic mechanism underlying numerous cardiometabolic disorders. While sociodemographic and lifestyle determinants of IR are well-established, their association with health-related quality of life (HRQoL) remains understudied. This study explores the relationship between IR risk, as measured by TyG, METS-IR, and SPISE-IR indices, and HRQoL in a large cohort of Spanish workers. <b>Methods:</b> This cross-sectional study included 100,014 Spanish workers aged 18-69 years evaluated between January 2021 and December 2023. Exclusion criteria included incomplete clinical, laboratory, or questionnaire data. IR was assessed using TyG, METS-IR, and SPISE-IR indices. HRQoL was measured using the SF-12 questionnaire. Sociodemographic factors, physical activity (IPAQ), dietary habits (MEDAS-14), and social class (based on CNAE-11 and Spanish Society of Epidemiology criteria) were also evaluated. Statistical analysis was conducted using SPSS v29.0. <b>Results:</b> Higher IR risk was consistently associated with older age, male sex, lower social class, current smoking, low adherence to the Mediterranean diet, and physical inactivity. Lower HRQoL scores (both physical and mental components) were significantly associated with higher IR indices, particularly with METS-IR and SPISE-IR. These associations persisted after adjusting for sociodemographic and behavioral covariates. <b>Conclusions:</b> This study demonstrates a robust association between insulin resistance risk and diminished health-related quality of life. The integration of validated IR indices and subjective health perception tools such as the SF-12 may enhance early identification of at-risk individuals in occupational health settings.</p>","PeriodicalId":74152,"journal":{"name":"Medical sciences (Basel, Switzerland)","volume":"13 3","pages":""},"PeriodicalIF":4.4000,"publicationDate":"2025-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12371977/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Medical sciences (Basel, Switzerland)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/medsci13030122","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Insulin resistance (IR) is a key pathogenic mechanism underlying numerous cardiometabolic disorders. While sociodemographic and lifestyle determinants of IR are well-established, their association with health-related quality of life (HRQoL) remains understudied. This study explores the relationship between IR risk, as measured by TyG, METS-IR, and SPISE-IR indices, and HRQoL in a large cohort of Spanish workers. Methods: This cross-sectional study included 100,014 Spanish workers aged 18-69 years evaluated between January 2021 and December 2023. Exclusion criteria included incomplete clinical, laboratory, or questionnaire data. IR was assessed using TyG, METS-IR, and SPISE-IR indices. HRQoL was measured using the SF-12 questionnaire. Sociodemographic factors, physical activity (IPAQ), dietary habits (MEDAS-14), and social class (based on CNAE-11 and Spanish Society of Epidemiology criteria) were also evaluated. Statistical analysis was conducted using SPSS v29.0. Results: Higher IR risk was consistently associated with older age, male sex, lower social class, current smoking, low adherence to the Mediterranean diet, and physical inactivity. Lower HRQoL scores (both physical and mental components) were significantly associated with higher IR indices, particularly with METS-IR and SPISE-IR. These associations persisted after adjusting for sociodemographic and behavioral covariates. Conclusions: This study demonstrates a robust association between insulin resistance risk and diminished health-related quality of life. The integration of validated IR indices and subjective health perception tools such as the SF-12 may enhance early identification of at-risk individuals in occupational health settings.

Abstract Image

Abstract Image

社会人口因素、健康习惯和生活质量与一大群西班牙工人胰岛素抵抗风险相关
背景:胰岛素抵抗(IR)是许多心脏代谢疾病的关键致病机制。虽然IR的社会人口学和生活方式决定因素已经确立,但它们与健康相关生活质量(HRQoL)的关系仍未得到充分研究。本研究通过TyG、METS-IR和spse -IR指数来探讨IR风险与西班牙工人HRQoL之间的关系。方法:这项横断面研究包括了100,014名年龄在18-69岁之间的西班牙工人,于2021年1月至2023年12月进行了评估。排除标准包括不完整的临床、实验室或问卷调查数据。使用TyG、METS-IR和SPISE-IR指数评估IR。HRQoL采用SF-12问卷测量。社会人口因素、体育活动(IPAQ)、饮食习惯(MEDAS-14)和社会阶层(基于CNAE-11和西班牙流行病学协会标准)也进行了评估。采用SPSS v29.0进行统计分析。结果:较高的IR风险始终与年龄较大、男性、社会地位较低、当前吸烟、不坚持地中海饮食和缺乏体育锻炼有关。较低的HRQoL评分(包括身体和精神成分)与较高的IR指数显著相关,特别是METS-IR和SPISE-IR。在调整了社会人口统计学和行为协变量后,这些关联仍然存在。结论:本研究表明胰岛素抵抗风险与健康相关生活质量下降之间存在密切关联。整合有效的IR指数和主观健康感知工具,如SF-12,可以提高职业卫生机构中高危个体的早期识别。
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 求助全文
来源期刊
CiteScore
9.00
自引率
0.00%
发文量
0
审稿时长
6 weeks
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信