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Development and application of statistical methods to correct for nonresponse bias in the Japan National Health and Nutrition Survey

Research Project

Project/Area Number 15K08762
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Epidemiology and preventive medicine
Research InstitutionNational Institutes of Biomedical Innovation, Health and Nutrition

Principal Investigator

Ikeda Nayu  国立研究開発法人医薬基盤・健康・栄養研究所, 国立健康・栄養研究所 国際栄養情報センター, 研究員 (20573603)

Co-Investigator(Kenkyū-buntansha) 西 信雄  国立研究開発法人医薬基盤・健康・栄養研究所, 国立健康・栄養研究所 国際栄養情報センター, センター長 (80243228)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2017: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords国民健康・栄養調査 / 国民生活基礎調査 / 非協力者バイアス / 統計手法 / 保健統計 / 非感染性疾患 / レコードリンケージ / シミュレーション / 国民栄養調査 / 調査手法
Outline of Final Research Achievements

The response rate of the Japan National Health and Nutrition Survey (NHNS) is 60-70%. We examined statistical methods to correct for nonresponse bias in health data obtained from the NHNS. Our results suggest that household participation status be associated with household characteristics and that individual participation rates continue to decrease until 2045. Moreover, nonresponse bias in smoking prevalence estimated from NHNS participants was limited across age groups and sexes. Multiple imputation for survey nonresponse obtained more stable trends in upper-body obesity prevalence by smoking status compared with estimates from original data, and differences in upper-body obesity prevalence attenuated through corrected waist circumference and body mass index in smokers. In conclusion, the current response rates should be at least maintained, and multiple imputation may be useful to correct for nonresponse bias in anthropometric estimates in the NHNS.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (18 results)

All 2018 2017 2016 Other

All Int'l Joint Research (4 results) Journal Article (8 results) (of which Int'l Joint Research: 8 results,  Peer Reviewed: 8 results,  Open Access: 8 results) Presentation (6 results) (of which Int'l Joint Research: 2 results)

  • [Int'l Joint Research] Imperial College London(英国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University of Washington/Tufts University(米国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Imperial College London(英国)

    • Related Report
      2016 Research-status Report
  • [Int'l Joint Research] University of Washington/Harvard University(米国)

    • Related Report
      2016 Research-status Report
  • [Journal Article] Contributions of mean and shape of blood pressure distribution to worldwide trends and variations in raised blood pressure: A pooled analysis of 1018 population-based measurement studies with 88.6 million participants2018

    • Author(s)
      NCD Risk Factor Collaboration (NCD-RisC)
    • Journal Title

      International Journal of Epidemiology

      Volume: 47 Issue: 3 Pages: 872

    • DOI

      10.1093/ije/dyy016

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Worldwide trends in body-mass index, underweight, overweight, and obesity from 1975 to 2016: class FormattedString { value: a pooled analysis of 2416 population-based measurement studies in 128·9 million children, adolescents, and adults }2017

    • Author(s)
      NCD Risk Factor Collaboration (NCD-RisC) (Takuro Furusawa)
    • Journal Title

      Lancet

      Volume: 390 Issue: 10113 Pages: 2627

    • DOI

      10.1016/s0140-6736(17)32129-3

    • URL

      https://localhost/en/publications/3803c485-d26e-48cc-b4be-6a4c9718d6dd

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990?2016: a systematic analysis for the Global Burden of Disease Study 20162017

    • Author(s)
      GBD 2016 Risk Factors Collaborators
    • Journal Title

      The Lancet

      Volume: 390 Issue: 10100 Pages: 1345-1422

    • DOI

      10.1016/s0140-6736(17)32366-8

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Worldwide trends in blood pressure from 1975 to 2015: a pooled analysis of 1479 population-based measurement studies with 19.1 million participants2017

    • Author(s)
      NCD Risk Factor Collaboration (NCD-RisC)
    • Journal Title

      Lancet

      Volume: 389 Issue: 10064 Pages: 37-55

    • DOI

      10.1016/s0140-6736(16)31919-5

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Laboratory-based and office-based risk scores and charts to predict 10-year risk of cardiovascular disease in 182 countries: a pooled analysis of prospective cohorts and health surveys2017

    • Author(s)
      Ueda P, Woodward M, Lu Y, Hajifathalian K, Al-Wotayan R, Aguilar-Salinas CA, Ahmadvand A, Azizi F, Bentham J, Cifkova R, Di Cesare M, Eriksen L, Farzadfar F, Ferguson TS, Ikeda N, … Shaw JE, Stevens GA, Tolstrup JS, Zhou B, Salomon JA, Ezzati M, Danaei G
    • Journal Title

      Lancet Diabetes & Endocrinology

      Volume: 5 Issue: 3 Pages: 196-213

    • DOI

      10.1016/s2213-8587(17)30015-3

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Trends in adult body-mass index in 200 countries from 1975 to 2014: a pooled analysis of 1698 population-based measurement studies with 19.2 million participants2016

    • Author(s)
      NCD Risk Factor Collaboration (NCD-RisC)
    • Journal Title

      Lancet

      Volume: 387 Issue: 10026 Pages: 1377-1396

    • DOI

      10.1016/s0140-6736(16)30054-x

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Worldwide trends in diabetes since 1980: a pooled analysis of 751 population-based studies with 4.4 million participants2016

    • Author(s)
      NCD Risk Factor Collaboration (NCD-RisC)
    • Journal Title

      Lancet

      Volume: 387 Issue: 10027 Pages: 1513-1530

    • DOI

      10.1016/s0140-6736(16)00618-8

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A century of trends in adult human height2016

    • Author(s)
      NCD Risk Factor Collaboration (NCD-RisC)
    • Journal Title

      Elife

      Volume: 5

    • DOI

      10.7554/elife.13410

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Multiple imputation approach for nonresponse in the National Health and Nutrition Survey2018

    • Author(s)
      Ikeda N, Nishi N
    • Organizer
      第28回日本疫学会学術総会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Trends in energy imbalance gap and obesity in Japanese adult population: A system dynamics approach2018

    • Author(s)
      Fallah-Fini S, Ikeda N, Nishi N
    • Organizer
      第28回日本疫学会学術総会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 国民生活基礎調査を用いた国民健康・栄養調査における非協力世帯の特徴に関する検討2017

    • Author(s)
      池田奈由、西 信雄
    • Organizer
      第27回日本疫学会学術総会(優秀演題賞)
    • Place of Presentation
      ベルクラシック甲府(甲府市)
    • Year and Date
      2017-01-26
    • Related Report
      2016 Research-status Report
  • [Presentation] システム・ダイナミックスによる国民健康・栄養調査協力率のシミュレーション2017

    • Author(s)
      西 信雄,池田奈由
    • Organizer
      第76回日本公衆衛生学会総会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Assessment of nonresponse bias in smoking prevalence by sex and age in the 2013 Japan National Health and Nutrition Survey2017

    • Author(s)
      Ikeda N, Nishi N
    • Organizer
      The 21st International Epidemiological Association World Congress of Epidemiology
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Projection of the number of participants in the National Health and Nutrition Survey of Japan using a system dynamics model2017

    • Author(s)
      Nishi N, Ikeda N
    • Organizer
      The 21st International Epidemiological Association World Congress of Epidemiology
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2022-06-16  

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