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"Income"

Original Articles
Changes in the prevalence of metabolic syndrome before and after the COVID-19 pandemic according to household income levels
Hyunjung Kang, Dagyeong Lee, Junhee Park, Su-Min Jung
Korean J Fam Med 2025;46(1):27-34.   Published online April 25, 2024
DOI: https://doi.org/10.4082/kjfm.23.0171
Background
Since the World Health Organization’s pandemic declaration in March 2020, Korea has witnessed shifts in lifestyle behaviors, impacting habits tied to socioeconomic status and contributing to metabolic syndrome (MetS). To investigate this issue, the current study aimed to investigate changes in MetS prevalence, particularly based on income levels before and after the coronavirus disease 2019 (COVID-19) pandemic.
Methods
This study used data from the 8th Korea National Health and Nutrition Examination Survey (2019–2020). A total of 6,840 individuals aged 30–65 years were included in this study. Household income was divided into high (≥75th percentile), middle (25–75th percentile), and low (≤25th percentile). A multivariable logistic regression analysis was performed to explore the interaction between this association before and after the COVID-19 pandemic.
Results
A statistically significant difference was found in the prevalence of MetS before and after the COVID-19 pandemic (26.7% to 30.2%, P=0.001). These changes differed based on income levels. The increase in the prevalence of MetS was statistically significant in the low- and high-income groups but not in the middle-income group (low: 8.0%p increase [P=0.039], middle: 1.0%p increase [P=0.522], high: 6.4%p increase [P<0.001]). The interaction between household income and the COVID-19 pandemic on MetS was statistically significant (P for interaction=0.032).
Conclusion
This study revealed that P for interaction between household income, MetS, and the period before and after the COVID-19 pandemic was significant. Changes in physical activity and eating habits during the COVID-19 pandemic may have contributed to these differences.
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Background

We investigated the association between socioeconomic status and adherence to health check-ups in a Korean population aged 40 years or older.

Methods

This cross-sectional study included 12,311 participants who participated in the 2010–2012 Korean National Health and Nutrition Examination Survey. Self-reported questionnaires were used to assess each participant's socioeconomic status (household income, occupation, and education) and adherence to health check-ups.

Results

Men with a higher income (highest vs. lowest: odds ratio [OR], 1.799; 95% confidence interval [CI], 1.296–2.497) and men with a higher education level (≥12 vs. <6 years: OR, 1.488; 95% CI, 1.078–2.054) and office workers compared with manual workers (men: OR, 1.431; 95% CI, 1.077–1.902; women: OR, 1.783; 95% CI, 1.256–2.532) appeared to undergo more health check-ups. In particular, men and women with a higher income and education appeared more likely to undergo opportunistic health check-ups (men: highest vs. lowest income: OR, 2.380; 95% CI, 1.218–4.653; ≥12 vs. <6 years education: OR, 2.121; 95% CI, 1.142–3.936; women: highest vs. lowest income: OR, 4.042; 95% CI, 2.239–7.297; ≥12 vs. <6 years education: OR, 2.475; 95% CI, 1.283–4.775).

Conclusion

A higher socioeconomic status was associated with a higher rate of participation in health check-ups. More efforts are needed to identify the factors associated with disparity in adherence to health check-ups.

Citations

Citations to this article as recorded by  
  • Long-term impact of socioeconomic status after acute myocardial infarction in Korea
    Hoyoun Won, Yong-Hoon Kim, Jeongsook Kim, Yonghwan Kim, Hee-Taik Kang
    Nutrition, Metabolism and Cardiovascular Diseases.2025; 35(3): 103729.     CrossRef
  • Exploring pharmacy students’ comfort levels with peer-conducted blood pressure examinations
    Fahamina Ahmed, Meva Beganovic, Fatima Zeini, Candice Smith, Amne Borghol
    Discover Education.2025;[Epub]     CrossRef
  • Predictors of vision screening among Saudis at primary healthcare settings in Riyadh, Saudi Arabia: findings from a cross-sectional survey
    Ashraf Elmetwally, Mamdouh Shubair, Ibtehaj Alshdoukhi, Rasha Alhazzaa, Faris Fatani, Aljohrah Aldubikhi, Dr Badr Alkhateeb, Naif Alhawiti, Raed Aldahash, Jumanaa Masoudi, Hanan Al Kadri
    PeerJ.2025; 13: e20239.     CrossRef
  • Association between the utilization of senior centers and participation in health check-ups
    Ah Jung Ko, Jinhyun Kim, Eun-Cheol Park, Min Jin Ha
    Scientific Reports.2024;[Epub]     CrossRef
  • Body mass index is associated with clinical outcomes in idiopathic pulmonary fibrosis
    Hee-Young Yoon, Hoseob Kim, Yoonjong Bae, Jin Woo Song
    Scientific Reports.2024;[Epub]     CrossRef
  • Association between life satisfaction, self-esteem, and health checkup participation: A population-based longitudinal study in South Korea
    Seong-Uk Baek, Jin-Ha Yoon
    Preventive Medicine.2024; 189: 108127.     CrossRef
  • Risk Factors Associated With a Large Vertical Cup-to-Disc Ratio: Korean National Health and Nutritional Examination Survey
    Moon Hyung Lee, Hong Kyu Kim, Sung Soo Kim
    Journal of Glaucoma.2023; 32(3): 221.     CrossRef
  • Impact of health disparities on national breast cancer screening participation rates in South Korea
    Fatima Nari, Juwon Park, Nayeon Kim, Dong Jin Kim, Jae Kwan Jun, Kui Son Choi, Mina Suh
    Scientific Reports.2023;[Epub]     CrossRef
  • Socioeconomic Disparities in the Association Between All-Cause Mortality and Health Check-Up Participation Among Healthy Middle-Aged Workers: A Nationwide Study
    Byungyoon Yun, Juyeon Oh, Jaesung Choi, Laura S. Rozek, Heejoo Park, Juho Sim, Yangwook Kim, Jongmin Lee, Jin-Ha Yoon
    Journal of Korean Medical Science.2023;[Epub]     CrossRef
  • Factors associated with awareness and passage of medical screening in hypertensive persons: data from the Know Your Heart study
    M. I. Kashutina, A. V. Kontsevaya, A. V. Kudryavtsev, S. K. Malyutina, P. V. Ipatov, O. M. Drapkina
    Cardiovascular Therapy and Prevention.2022; 21(3): 3156.     CrossRef
  • Letter: cervicocerebral atherosclerosis and its hepatic and coronary risk factors in patients with liver cirrhosis
    Yi-Chun Huang, Chih-Wei Chen, James Chun-Chung Wei
    Clinical and Molecular Hepatology.2022; 28(2): 265.     CrossRef
  • Current Status of the National Health Screening Programs in South Korea
    Hee-Taik Kang
    Korean Journal of Family Medicine.2022; 43(3): 168.     CrossRef
  • The Effect of Health Check-Ups on Health Among the Elderly in China: Evidence From 2011–2018 Longitudinal Data
    Dantong Zhao, Zhongliang Zhou, Chi Shen, Xiaohui Zhai, Yaxin Zhao, Dan Cao, Qiwei Deng, Guanping Liu, Jeremy Fung Yen Lim
    International Journal of Public Health.2022;[Epub]     CrossRef
  • Effect of income level on stroke incidence and the mediated effect of simultaneous diagnosis of metabolic syndrome diseases; a nationwide cohort study in South Korea
    Seungmin Jeong, Sung-il Cho, So Yeon Kong
    Diabetology & Metabolic Syndrome.2022;[Epub]     CrossRef
  • The Association between New-Onset Depressive Symptoms and Participating in Medical Check-Ups among Elderly Individuals
    Heejoo Park, Juho Sim, Juyeon Oh, Jongmin Lee, Chorom Lee, Yangwook Kim, Byungyoon Yun, Jin-ha Yoon
    International Journal of Environmental Research and Public Health.2022; 19(18): 11509.     CrossRef
  • Effect of Income Level on Stroke Incidence and Mediated Effects of Medication Adherence in Newly Diagnosed Hypertensive Patients: A Causal Mediation Analysis Using a Nationwide Cohort Study in South Korea
    Seungmin Jeong, So Yeon Kong, Seung-sik Hwang, Sung-il Cho
    Journal of Health Informatics and Statistics.2022; 47(4): 268.     CrossRef
  • Factors related to mammography adherence among women in Brazil: A scoping review
    Camila Brasil Moreira, V. Susan Dahinten, A. Fuchsia Howard, Ana Fátima Carvalho Fernandes, Janine Schirmer
    Nursing Open.2021; 8(5): 2035.     CrossRef
  • Adherence Improvement in Glaucoma Patients: Effects of Educational Intervention Using an Eye Drop Chart
    Woo Seok Choi, Jong Heon Kim, Chang Hoon Lee, Chong Eun Lee, Sam Seo
    Journal of the Korean Ophthalmological Society.2021; 62(12): 1617.     CrossRef
  • Association between nutrients and metabolic syndrome in middle-aged Korean women
    Sul Lee, Hyun Joo Lee, Seung Chul Kim, Jong Kil Joo
    Archives of Endocrinology and Metabolism.2020; 64(3): 298.     CrossRef
  • Pure Tone Audiometry Threshold Changes for 10 Years in the Same Individuals of General Population: A Retrospective Cohort Study
    Hantai Kim, Jungho Ha, Hun Yi Park
    Annals of Otology, Rhinology & Laryngology.2019; 128(5): 433.     CrossRef
  • Eye Drop Chart for Improvement of Topical Eye Drops Administration and Adherence
    Kyu Young Shim, Sam Seo, Soo Jin Lee, Chong Eun Lee
    Journal of the Korean Ophthalmological Society.2019; 60(2): 160.     CrossRef
  • Importance of Opportunistic Health-Checks among Lower Socioeconomic Groups
    Hyun S. Lee
    Korean Journal of Family Medicine.2019; 40(3): 199.     CrossRef
  • Associations of occupation, employment type and company size with actions related to health examinations among Japanese employees
    Rumi SEKO, Miyuki KAWADO, Sayana SAITO, Takuma SHIBUYA, Miho MIYAMOTO, Hiroya YAMADA, Hiroshige TANIWAKI, Shuji HASHIMOTO
    Industrial Health.2019; 57(4): 537.     CrossRef
  • Health Inequality in Health Checkups
    Jungun Lee
    Korean Journal of Family Medicine.2018; 39(2): 65.     CrossRef
  • Impact of Socioeconomic Status on 30-Day and 1-Year Mortalities after Intensive Care Unit Admission in South Korea: A Retrospective Cohort Study
    Tak Kyu Oh, Jihoon Jo, Young-Tae Jeon, In-Ae Song
    Acute and Critical Care.2018; 33(4): 230.     CrossRef
  • 11,392 View
  • 83 Download
  • 25 Web of Science
  • 25 Crossref
Background

We investigated the association between socioeconomic status (SES) and cancer screening in a Korean population aged 40 years or older.

Methods

This cross-sectional study included 12,303 participants (5,284 men and 7,019 women) who participated in the 2010–2012 Korean National Health and Nutrition Examination Survey. Self-reported questionnaires were used to assess participant's SES (household income, occupational, and educational status) and cancer screening behavior.

Results

Compared to the lowest household income group, the odds ratios (ORs) (95% confidence intervals [CIs]) for overall cancer screening of the highest income group were 2.113 (1.606–2.781) in men and 1.476 (1.157–1.883) in women; those for private cancer screening of the highest income group were 2.446 (1.800–3.324) in men and 2.630 (2.050–3.373) in women, while those for National Cancer Screening Programs (NCSP) in the highest income group were 1.076 (0.805–1.439) in men and 0.492 (0.388–0.623) in women. Compared to manual workers, ORs (95% CIs) for private cancer screening of office workers were 1.300 (1.018–1.660) in men and 0.822 (0.616–1.098) in women. In comparison to the least educated men, OR (95% CI) for private cancer screening of the most educated men was statistically significant (1.530 [1.117–2.095]).

Conclusion

Higher economic status was associated with higher rates of overall and private cancer screening in both sexes and a lower rate of NCSP in women. Male office workers and more educated individuals underwent private cancer screening at a higher rate than manual workers and less educated individuals, respectively.

Citations

Citations to this article as recorded by  
  • Regularity of cervical cancer screening in Korea: analysis using national public data for 12 years
    Jong-Yeup Kim, Jeeyoung Hong, Juhee Yoon, Jinsol Park, Tae-Hyun Kim
    Journal of Gynecologic Oncology.2024;[Epub]     CrossRef
  • Association between Socioecological Status, Nutrient Intake, and Cancer Screening Behaviors in Adults Aged 40 and Over: Insights from the Eighth Korea National Health and Nutrition Examination Survey (KNHANES, 2019)
    Seungpil Jeong, Yean-Jung Choi
    Nutrients.2024; 16(7): 1048.     CrossRef
  • Insurance Types and All-Cause Mortality in Korean Cancer Patients: A Nationwide Population-Based Cohort Study
    Jinyoung Shin, Yoon-Jong Bae, Hee-Taik Kang
    Journal of Personalized Medicine.2024; 14(8): 861.     CrossRef
  • Role of breast cancer screening in the overdiagnosis of thyroid cancer: results from a cross-sectional nationwide survey
    Eunhye Lee, Sung Hoon Jeong, Chung Mo Nam, Jae Kwan Jun, Eun-Cheol Park
    BMC Women's Health.2023;[Epub]     CrossRef
  • Occupational disparities in survival from common cancers in Japan: Analysis of Kanagawa cancer registry
    Masayoshi Zaitsu, Yasuki Kobayashi, Enkhtuguldur Myagmar-Ochir, Takumi Takeuchi, Gen Kobashi, Ichiro Kawachi
    Cancer Epidemiology.2022; 77: 102115.     CrossRef
  • Financial Literacy, Financial Education, and Cancer Screening Behavior: Evidence from Japan
    Trinh Xuan Thi Nguyen, Sumeet Lal, Sulemana Abdul-Salam, Mostafa Saidur Rahim Khan, Yoshihiko Kadoya
    International Journal of Environmental Research and Public Health.2022; 19(8): 4457.     CrossRef
  • Current Status of the National Health Screening Programs in South Korea
    Hee-Taik Kang
    Korean Journal of Family Medicine.2022; 43(3): 168.     CrossRef
  • Cancer Incidence by Occupation in Korea: Longitudinal Analysis of a Nationwide Cohort
    Hye-Eun Lee, Masayoshi Zaitsu, Eun-A Kim, Ichiro Kawachi
    Safety and Health at Work.2020; 11(1): 41.     CrossRef
  • Inverse Association between Statin Use and Stomach Cancer Incidence in Individuals with Hypercholesterolemia, from the 2002–2015 NHIS-HEALS Data
    Hyo-Sun You, Nayoung You, Jae-Woo Lee, Hyoung-Ji Lim, Joungyoun Kim, Hee-Taik Kang
    International Journal of Environmental Research and Public Health.2020; 17(3): 1054.     CrossRef
  • Occupational Class and Cancer Survival in Korean Men: Follow-Up Study of Nation-Wide Working Population
    Hye-Eun Lee, Masayoshi Zaitsu, Eun-A Kim, Ichiro Kawachi
    International Journal of Environmental Research and Public Health.2020; 17(1): 303.     CrossRef
  • Occupational disparities in survival in Korean women with cancer: a nationwide registry linkage study
    Hye-Eun Lee, Eun-A KIM, Masayoshi Zaitsu, Ichiro Kawachi
    BMJ Open.2020; 10(9): e039259.     CrossRef
  • Эпидемиологические особенности рака шейки матки в Приморском крае
    Варвара Николаевна Журман , Татьяна Юрьевна Масленникова , Людмила Семеновна Матюшкина , Екатерина Валерьевна Елисеева
    Естественные и Технические Науки.2020; (№11): 148.     CrossRef
  • Socioeconomic Disparities in Cancer Screening: Organized versus Opportunistic
    Young Gyu Cho
    Korean Journal of Family Medicine.2016; 37(5): 261.     CrossRef
  • 6,103 View
  • 30 Download
  • 13 Web of Science
  • 13 Crossref
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