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Development of Statistical Methods to Estimate Usual Intake Distribution of Nutrients

Research Project

Project/Area Number 24790614
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Public health/Health science
Research InstitutionUniversity of Yamanashi

Principal Investigator

YOKOMICHI Hiroshi  山梨大学, 総合研究部, 助教 (20596879)

Research Collaborator YAMAGATA Zentaro  
TANGO Toshiro  
YOKOYAMA Tetsuji  
FUJII Masako  
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2014: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords栄養疫学 / 栄養調査 / 食事摂取基準 / 習慣的摂取量 / 医療データ / 統計モデル / 一般線形モデル / 一般化推定方程式 / 食事評価 / 栄養素 / 食塩
Outline of Final Research Achievements

To prevent metabolic syndrome, cardiac diseases, stroke and cancer, it is important to know the true usual amounts of certain nutrients in each individual’s diet; however, the true values are never available. Similarly, administrators and researchers never know the true proportion of the people who are at high risk for nutritional excesses in any given region. The aim of this project was to develop a statistical method to identify the individuals and proportion of individuals at high risk of nutritional excesses.
A statistical methodology for determining the individuals and proportion at a high risk of nutritional excesses has comprised mathematical models. My computer program that uses this methodology has been applied to nationwide Japanese nutritional data. The results of this project have been published in an overseas journal and will be utilised by domestic and foreign authorities.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (51 results)

All 2015 2014 2013 2012 Other

All Journal Article (16 results) (of which Peer Reviewed: 16 results,  Open Access: 2 results) Presentation (21 results) Remarks (14 results)

  • [Journal Article] Childhood growth trajectories according to combinations of pregestational weight status and maternal smoking during pregnancy: a multilevel analysis2015

    • Author(s)
      Suzuki K, Sato M, Zheng W, Shinohara R, Yokomichi H, Yamagata Z
    • Journal Title

      PLoS One

      Volume: 10(2) Issue: 2 Pages: e0118538-e0118538

    • DOI

      10.1371/journal.pone.0118538

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Maternal Smoking During Pregnancy and Growth in Infancy: a Covariance Structure Analysis2015

    • Author(s)
      Zheng W, Suzuki K, Shinohara R, Sato M, Yokomichi H, Yamagata Z
    • Journal Title

      Journal of Epidemiology

      Volume: 25 Issue: 1 Pages: 44-49

    • DOI

      10.2188/jea.JE20140040

    • NAID

      130004699234

    • ISSN
      0917-5040, 1349-9092
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Per-Oral Endoscopic Myotomy: A Series of 500 Patients2015

    • Author(s)
      Inoue H, Sato H, Ikeda H, Onimaru M, Sato C, Minami H, Yokomichi H, Kobayashi Y, Grimes KL, Kudo S
    • Journal Title

      Journal of the American College of Surgeons

      Volume: 未定

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Pandemic Influenza A (H1N1) 2009 Vaccine does not Increase the Mortality Rate of Idiopathic Interstitial Pneumonia: A Matched Case-Control Study2014

    • Author(s)
      Hiroshi Yokomichi, Shintaro Kurihara, Tetsuji Yokoyama, Eisuke Inoue, Keiko Tanaka-Taya, Shigeru Kono, and Zentaro Yamagata
    • Journal Title

      PLOS ONE

      Volume: 9(2) Issue: 2 Pages: e88927-e88927

    • DOI

      10.1371/journal.pone.0088927

    • NAID

      120006986622

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Neutrophil gelatinase-associated lipocalin levels associated with cardiovascular disease in chronic kidney disease patients.2014

    • Author(s)
      Furuya F, Shimura H, Yokoichi H, Takahashi K, Akiyama D, Asakawa C, Okamura A, Motosugi A, Haraguchi K, Yamagata Z, Kobayashi T.
    • Journal Title

      Clin Exp Nephrol.

      Volume: 18 Issue: 5 Pages: 778-83

    • DOI

      10.1007/s10157-013-0923-4

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effect of Maternal Smoking Cessation Before and During Early Pregnancy on Fetal and Childhood Growth2014

    • Author(s)
      Kohta Suzuki, Miri Sato, Wei Zheng, Ryoji Shinohara, Hiroshi Yokomichi, and Zentaro Yamagata
    • Journal Title

      Journal of Epidemiology

      Volume: 24 Issue: 1 Pages: 60-66

    • DOI

      10.2188/jea.JE20130083

    • NAID

      130003383380

    • ISSN
      0917-5040, 1349-9092
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 妊娠前後の喫煙状況の変化と、母親の再喫煙にパートナーの禁煙が与える影響の検討2014

    • Author(s)
      鈴木孝太,佐藤美理,篠原亮次,溝呂木園子,横道洋司,山縣然太朗
    • Journal Title

      日本小児禁煙研究会雑誌

      Volume: in press

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Multilevel Longitudinal Analysis of Sex Differences in Height Gain and Growth Rate Changes in Japanese School-Aged Children2013

    • Author(s)
      Wei Zheng, Kohta Suzuki, Miri Sato, Hiroshi Yokomichi, Ryoji Shinohara, and Zentaro Yamagata
    • Journal Title

      Journal of Epidemiology

      Volume: 23 Issue: 4 Pages: 275-279

    • DOI

      10.2188/jea.JE20120164

    • NAID

      10031183193

    • ISSN
      0917-5040, 1349-9092
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] An improved statistical method to estimate usual intake distribution of nutrients by age group2013

    • Author(s)
      Hiroshi Yokomichi
    • Journal Title

      Journal of National Institute of Public Health

      Volume: 62 Pages: 541-542

    • NAID

      110009808339

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] An Improved Statistical Method to Estimate Usual Intake Distribution of Nutrients by Age Group2013

    • Author(s)
      Hiroshi Yokomichi
    • Journal Title

      Journal of Nutrition & Food Sciences

      Volume: 3 Issue: 02 Pages: 196-196

    • DOI

      10.4172/2155-9600.1000196

    • NAID

      110009808339

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Safety of the Influenza A (H1N1)2009 Vaccine in Chronic Obstructive Pulmonary Disease: A Matched Case-Control Study2012

    • Author(s)
      Hiroshi Yokomichi
    • Journal Title

      Journal of Vaccines & Vaccination

      Volume: 3(5) Issue: 05 Pages: 148-148

    • DOI

      10.4172/2157-7560.1000148

    • NAID

      120006986199

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Changes in Intraocular Pressure and Associated Systemic Factors Over 10 Years in Subjects Without Ocular Disease at Baseline2012

    • Author(s)
      Kazuyoshi Kitamura
    • Journal Title

      Journal of Glaucoma

      Volume: 19 Issue: 3 Pages: 185-189

    • DOI

      10.1097/ijg.0b013e3182741c51

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Developmental trajectories of body mass index among Japanese children and impact of maternal factors during pregnancy2012

    • Author(s)
      Chiyori Haga
    • Journal Title

      PLoS One

      Volume: 7(12) Issue: 12 Pages: 1-10

    • DOI

      10.1371/journal.pone.0051896

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Prevalence of birth defects and risk-factor analysis from a population-based survey in inner Mongolia, China2012

    • Author(s)
      Xingguang Zhang
    • Journal Title

      BMC Pediatrics

      Volume: 12 Issue: 1 Pages: 125-125

    • DOI

      10.1186/1471-2431-12-125

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 高齢者における所得の相対的剥奪と死亡リスク-AGES追跡研究-2012

    • Author(s)
      近藤尚己
    • Journal Title

      医療と社会

      Volume: 22(1) Pages: 91-101

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 5歳時の食習慣が小学校4年生の肥満に及ぼす要因-甲州市母子保健長期縦断研究より-2012

    • Author(s)
      古閑美奈子
    • Journal Title

      臨床栄養

      Volume: 120(1) Pages: 105-110

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 可溶型 CLEC-2 は血小板活性化に伴って生成される:可溶性 GPVI との比較検討2015

    • Author(s)
      井上修 ,長田誠,中村純也,風間文智,横道洋司,土肥智貴,金子誠,蔵野信,大澤満,田村彰吾,佐藤金夫,高野勝弘,宮内克己,代田浩之,矢冨裕, 井上克枝,尾崎由基男
    • Organizer
      第37回 日本血栓止血学会学術集会
    • Place of Presentation
      甲府市総合市民会館, 山梨県
    • Year and Date
      2015-05-21 – 2015-05-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] MacrosomicNeonates Carry Increased Risk of Dental Caries in Early Childhood : Findings from a Cohort Study, the Okinawa Child Health Study, Japan2015

    • Author(s)
      Yokomichi H, Tanaka T, Suzuki K, Akiyama T, Yamagata Z
    • Organizer
      Evidence Live
    • Place of Presentation
      Examination Schools Conference Centre, University of Oxford, Oxford, United Kingdom
    • Year and Date
      2015-04-13 – 2015-04-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] Epidual Administration of Droperidol with Patient-controlled Epidual Analgesia Reduces Postoperative Nausea and Vomiting without Prolongation of QT Interval for Patients Undergo Gynecology Surgery2015

    • Author(s)
      Nakajima E, Iijima T, Yokomichi H, Hanawa T, Hanawa K, Matsukawa T
    • Organizer
      International Anesthesia Research Society 2015 Annual Meeting and International Science Symposium
    • Place of Presentation
      Hilton Hawaiian Village, Honolulu, USA
    • Year and Date
      2015-03-21 – 2015-03-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Disaster experience and disease presence among Japanese children2015

    • Author(s)
      Mami Ishikuro, Hiroko Matsubara, Masahiro Kikuya, Taku Obara, Yuki Sato, Hirohito Metoki, Tsuyoshi Isojima, Susumu Yokoya, Noriko Kato, Toshiaki Tanaka, Shoichi Chida, Atsushi Ono, Mitsuaki Hosoya, Hiroshi Yokomichi, Zentaro Yamagata, Soichiro Tanaka, Shigeo Kure, Shinichi Kuriyama
    • Organizer
      The 25th Annual Scientific Meeting of the Japan Epidemiological Association
    • Place of Presentation
      ウインクあいち, 愛知県
    • Year and Date
      2015-01-21 – 2015-01-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Macrosomia is one of risk factors for dental caries in 3-year-old infants in Japan2014

    • Author(s)
      Yamagata Z, Yokomichi H, Suzuki K, Tanaka T
    • Organizer
      20th IEA World Congress of Epidemiology (International Epidemiological Association)
    • Place of Presentation
      Anchorage, Alaska, USA
    • Year and Date
      2014-11-05 – 2014-11-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] BMIの推移が糖尿病の発症リスクに及ぼす影響の検討2014

    • Author(s)
      真野芳彦, 横道洋司, 鈴木孝太, 篠原亮次, 佐藤美理, 山縣然太朗
    • Organizer
      第73回日本公衆衛生学会総会
    • Place of Presentation
      栃木県総合文化センター, 宇都宮東武ホテルグランデ他, 栃木県
    • Year and Date
      2014-11-05 – 2014-11-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] "アジア人型"の肥満を経ない2型糖尿病発症の検出-山梨県大規模人間ドックデータから-2014

    • Author(s)
      高橋敦宣, 横道洋司, 山縣然太朗
    • Organizer
      第73回日本公衆衛生学会総会
    • Place of Presentation
      栃木県総合文化センター, 宇都宮東武ホテルグランデ他, 栃木県
    • Year and Date
      2014-11-05 – 2014-11-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] 重心動揺計を用いて測定した統合失調症患者の重心動揺とその関連要因の検討2014

    • Author(s)
      古賀誠, 近藤尚己, 横道洋司, 丹羽正利, 山縣然太朗
    • Organizer
      第24回日本保健科学学会学術集会
    • Place of Presentation
      首都大学東京, 東京都
    • Year and Date
      2014-07-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] The influence of infancy weight gain on patterns of adolescent growth in Japanese children2014

    • Author(s)
      Zheng W, Suzuki K, Sato M, Yokomichi H, Shinohara R, Yamagata Z
    • Organizer
      47th Annual SER Meeting (Society for Epidemiologic Research)
    • Place of Presentation
      Seattle, Washington, USA
    • Year and Date
      2014-06-24 – 2014-06-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] 乳幼児健診特別研究委員会:巨大児で生まれることは3歳児むし歯の危険因子となる-沖縄県小児全数調査のPoisson縦断解析より-(口演)2014

    • Author(s)
      横道洋司, 秋山智樹, 田中太一郎, 山縣然太朗
    • Organizer
      第24回日本疫学会学術総会
    • Place of Presentation
      艮陵会館/日立システムズホール仙台(仙台市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 1歳6ヵ月から3歳の乳歯のむし歯発生のリスク・予防因子に関する検討-甲州市母子長期縦断研究から-2014

    • Author(s)
      秋山智樹,横道洋司,佐藤美理,篠原亮次,溝呂木園子,鈴木孝太,山縣然太朗
    • Organizer
      第24回日本疫学会学術総会
    • Place of Presentation
      艮陵会館/日立システムズホール仙台(仙台市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 20年間の母子保健縦断研究における個人データを用いた、出生体重に関する Age-Period-Cohort Analysis2014

    • Author(s)
      鈴木孝太,佐藤美理,篠原亮次,横道洋司,Zheng Wei,山縣然太朗
    • Organizer
      第24回日本疫学会学術総会
    • Place of Presentation
      艮陵会館/日立システムズホール仙台(仙台市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 思春期におけるボディイメージが抑うつスコアに及ぼす影響の経年的検討2014

    • Author(s)
      佐藤美理,鈴木孝太,横道洋司,篠原亮次,溝呂木園子,山縣然太朗
    • Organizer
      第24回日本疫学会学術総会
    • Place of Presentation
      艮陵会館/日立システムズホール仙台(仙台市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 子どもにおける幼児期のむし歯の有無による永久歯のむし歯経年変化2014

    • Author(s)
      陳揚佳,鈴木孝太,横道洋司,秋山智樹,篠原亮次,佐藤美理,溝呂木園子,山縣然太朗
    • Organizer
      第24回日本疫学会学術総会
    • Place of Presentation
      艮陵会館/日立システムズホール仙台(仙台市)
    • Related Report
      2013 Research-status Report
  • [Presentation] Maternal smoking during pregnancy and infancy growth: a covariance structure analysis2014

    • Author(s)
      Zheng Wei,鈴木孝太,篠原亮次,佐藤美理,横道洋司,山縣然太朗
    • Organizer
      第24回日本疫学会学術総会
    • Place of Presentation
      艮陵会館/日立システムズホール仙台(仙台市)
    • Related Report
      2013 Research-status Report
  • [Presentation] An Improved Statistical Method to Estimate Usual Intake Distribution of Nutrients by Age Group2013

    • Author(s)
      Hiroshi Yokomichi, Tetsuji Yokoyama, Kunihiko Takahashi, Nobuo Yoshiike, Zentaro Yamagata, and Toshiro Tango
    • Organizer
      46th Annual Society for Epidemiologic Research Meeting
    • Place of Presentation
      ボストンパークプラザ(ボストン、米国)
    • Related Report
      2013 Research-status Report 2012 Research-status Report
  • [Presentation] 欠測データの一般線形モデルによる回帰と多重代入法にもとづく回帰の比較(口演)2013

    • Author(s)
      横道洋司, 佐藤美理, 鈴木孝太, 篠原亮次, 山縣然太朗
    • Organizer
      第72回日本公衆衛生学会総会
    • Place of Presentation
      三重県総合文化センター(津市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 患者は正しく点眼を行なっているかー緑内障点眼薬処方歴による記述疫学ー2013

    • Author(s)
      横道洋司,柏木賢治,北村一義,山縣然太朗
    • Organizer
      第23回日本疫学会
    • Place of Presentation
      大阪大学銀杏会館(大阪府)
    • Related Report
      2012 Research-status Report
  • [Presentation] Safety of theiInfluenza A(H1N1) 2009 vaccine among patients with chronic obstructive pulmonary disease: A matched case-control study2012

    • Author(s)
      Hiroshi Yokomichi
    • Organizer
      2nd International Conference on Vaccines & Vaccination
    • Place of Presentation
      ヒルトンシカゴ(ノースブルック、米国)
    • Related Report
      2012 Research-status Report
  • [Presentation] Effects of aging and systemic parameters on change in intraocular pressure among Japanese subjects receiving health examination2012

    • Author(s)
      Kazuyoshi KITAMURA
    • Organizer
      The Association for Research in Vision and Ophthalmology 2012
    • Place of Presentation
      フォートローダーデールコンベンションセンター(フロリダ、米国)
    • Related Report
      2012 Research-status Report
  • [Presentation] 新型インフルエンザワクチンはCOPD患者の死亡を増加させるか?2012

    • Author(s)
      横道洋司,横山徹爾,山縣然太朗
    • Organizer
      第71回日本公衆衛生学会総会
    • Place of Presentation
      山口市民会館(山口県)
    • Related Report
      2012 Research-status Report
  • [Remarks] ORCiD "Hiroshi Yokomichi"

    • URL

      https://orcid.org/my-orcid

    • Related Report
      2014 Annual Research Report
  • [Remarks] ResearchGate"Hiroshi Yokomichi"

    • URL

      https://www.researchgate.net/profile/Hiroshi_Yokomichi

    • Related Report
      2014 Annual Research Report
  • [Remarks] researchmap"Hiroshi Yokomichi"

    • URL

      https://researchmap.jp/dedekind/

    • Related Report
      2014 Annual Research Report
  • [Remarks] 山梨大学大学院総合研究部 社会医学講座HP

    • URL

      http://www.med.yamanashi.ac.jp/social/heal0sci/syoukai/jisseki/yokomichi_jisseki.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] 山梨大学研究者総覧

    • URL

      http://erdb.yamanashi.ac.jp/rdb/A_DispInfo.Scholar/4_5_2/0A58EC4D9B448F01.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] researchmap "Hiroshi YOKOMICHI"

    • URL

      http://researchmap.jp/dedekind/

    • Related Report
      2013 Research-status Report
  • [Remarks] ORCiD "Hiroshi YOKOMICHI"

    • URL

      http://orcid.org/

    • Related Report
      2013 Research-status Report
  • [Remarks] 山梨大学研究者総覧ー横道洋司

    • URL

      http://erdb.yamanashi.ac.jp/rdb/A_DispInfo.Scholar/3_63/0A58EC4D9B448F01.html

    • Related Report
      2013 Research-status Report
  • [Remarks] 山梨大学大学院医学工学総合研究部社会医学講座ー横道洋司業績

    • URL

      http://www.med.yamanashi.ac.jp/social/heal0sci/syoukai/jisseki/yokomichi_jisseki.html

    • Related Report
      2013 Research-status Report
  • [Remarks] 山梨大学大学院医学工学総合研究部社会医学講座ー横道洋司

    • URL

      http://www.med.yamanashi.ac.jp/social/heal0sci/syoukai/yokomichi.html

    • Related Report
      2013 Research-status Report
  • [Remarks] ReaD & Researchmap

    • URL

      http://researchmap.jp/dedekind/

    • Related Report
      2012 Research-status Report
  • [Remarks] ORCiD

    • URL

      http://orcid.org/0000-0001-7369-155X

    • Related Report
      2012 Research-status Report
  • [Remarks] 山梨大学研究者総覧

    • URL

      http://erdb.yamanashi.ac.jp/rdb/A_DispInfo.Scholar/3_63/0A58EC4D9B448F01.html

    • Related Report
      2012 Research-status Report
  • [Remarks] 山梨大学大学院医学工学総合研究部社会医学講座

    • URL

      http://www.med.yamanashi.ac.jp/social/heal0sci/syoukai/yokomichi.html

    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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