2025/05/21 更新

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写真a

カトウ ヒロタカ
加藤 弘陸
Hirotaka Kato
所属
国際マネジメント研究科 国際マネジメント専攻 准教授
国際商学部 国際商学科
職名
准教授
プロフィール

主に日米の大規模医療データ(レセプトデータ等)を活用し、医療供給者や患者の行動を検証したり、医療政策の評価を行ったりしています。

外部リンク

学位

  • 博士(経済学) ( 京都大学 )

研究キーワード

  • 政策評価

  • 医療経済学

研究分野

  • 人文・社会 / 経済政策  / 医療経済学

学歴

  • 京都大学   大学院経済学研究科   博士課程

    2015年4月 - 2018年3月

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  • 京都大学   大学院経済学研究科   修士課程

    2013年4月 - 2015年3月

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  • 京都大学   経済学部

    2009年4月 - 2013年3月

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経歴

  • 横浜市立大学   国際商学部   准教授

    2024年4月 - 現在

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  • 横浜市立大学   国際商学部   講師

    2023年4月 - 2024年3月

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  • 慶應義塾大学   健康マネジメント研究科   特任助教

    2020年10月 - 2023年3月

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  • カリフォルニア大学ロサンゼルス校   David Geffen School of Medicine   訪問研究員

    2019年3月 - 2020年10月

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  • 日本学術振興会特別研究員(PD)

    2018年4月 - 2020年9月

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  • 慶應義塾大学   経営管理研究科   訪問研究員

    2018年4月 - 2020年9月

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  • 日本学術振興会特別研究員(DC1)

    2015年4月 - 2018年3月

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▼全件表示

論文

  • Utilisation of outpatient care immediately before emergency admission for ambulatory care-sensitive conditions in Japan: a retrospective observational study 査読

    Ryotaro Nagashima, Hirotaka Kato, Tatsuya Matsuzaki, Takayoshi Nagahama, Rei Goto

    BMJ Open   15 ( 1 )   e086714 - e086714   2025年1月

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    担当区分:責任著者   掲載種別:研究論文(学術雑誌)   出版者・発行元:BMJ  

    Objective

    This study assessed whether patients with potentially preventable emergency admissions had limited access to outpatient care immediately before admission and whether they received appropriate outpatient care during their outpatient visits.

    Design

    Retrospective observational study.

    Setting

    Linked outpatient and inpatient care records obtained from a nationwide claims database in Japan.

    Participants

    Patients who experienced emergency admissions for ambulatory care-sensitive conditions between April 2005 and March 2020. Patient and regional characteristics were examined to assess the types of patients who faced difficulties with outpatient visits and receiving outpatient care related to the disease that resulted in admissions (hereafter referred to as admission-related outpatient care).

    Main outcome measures

    (1) Whether patients had an outpatient visit during the 2 weeks preceding admission and (2) whether patients received admission-related outpatient care during the 2 weeks before admission.

    Results

    This study included 18 449 emergency admissions for ambulatory care-sensitive conditions, representing 16.3% (18 449/113 669) of all emergency admissions in our data. Among patients with emergency admissions for ambulatory care-sensitive conditions, 37.4% did not have an outpatient visit within the 2 weeks preceding admission and 29.9% did not receive admission-related outpatient care despite having an outpatient visit. In total, 67.4% did not receive admission-related outpatient care during the 2 weeks preceding admission. Patients in their 40s and 50s were less likely to have outpatient visits and receive admission-related outpatient care before admission. No evidence associates regional characteristics with outpatient visits and receiving admission-related outpatient care before admission.

    Conclusion

    Most patients who underwent emergency admissions for ambulatory care-sensitive conditions did not have an outpatient visit or receive admission-related outpatient care, despite having an outpatient visit immediately before admission. Our findings suggest that emergency admissions may be prevented by improving access to timely and effective outpatient care.

    DOI: 10.1136/bmjopen-2024-086714

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  • Trends in the integration of medical corporation hospitals in Japan: a national wide longitudinal study between 2017 and 2021 査読

    Satoshi Funada, Yan Luo, Hirotaka Kato, Takashi Yoshioka, Shunsuke Uno, Kimiko Honda, Yoko Akune, Rei Goto

    BMC Health Services Research   2024年8月

  • Comparison of Postoperative outcomes Among Patients Treated by Male Versus Female Surgeons 査読

    Natsumi Saka, Norio Yamamoto, Jun Watanabe, Christopher Wallis, Angela Jerath, Hidehiro Someko, Minoru Hayashi, Kyosuke Kamijo, Takashi Ariie, Toshiki Kuno, Hirotaka Kato, Hodan Mohamud, Ashton Chang, Raj Satkunasivam, Yusuke Tsugawa

    Annals of Surgery   2024年5月

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    掲載種別:研究論文(学術雑誌)   出版者・発行元:Ovid Technologies (Wolters Kluwer Health)  

    Objective:

    To compare clinical outcomes of patients treated by female surgeons versus those treated by male surgeons.

    Summary Background Data:

    It remains unclear as to whether surgical performance and outcomes differ between female and male surgeons.

    Methods:

    We conducted a meta-analysis to compare patients’ clinical outcomes—including patients’ postoperative mortality, readmission, and complication rates—between female versus male surgeons. MEDLINE, Embase, CENTRAL, ICTRP, and ClinicalTrials.gov were searched from inception to September 8, 2022. The update search was conducted on July 19, 2023. We used random-effects models to synthesize data and GRADE to evaluate the certainty.

    Results:

    A total of 15 retrospective cohort studies provided data on 5,448,121 participants. We found that patients treated by female surgeons experienced a lower post-operative mortality compared with patients treated by male surgeons (8 studies; adjusted odds ratio [aOR], 0.93; 95%CI, 0.88 – 0.97; I<sup>2</sup>=27%; moderate certainty of the evidence). We found a similar pattern for both elective and non-elective (emergent or urgent) surgeries, although the difference was larger for elective surgeries (test for subgroup difference P=0.003). We found no evidence that female and male surgeons differed for patient readmission (3 studies; aOR, 1.20; 95%CI, 0.83 - 1.74; I<sup>2</sup>=92%; very low certainty of the evidence) or complication rates (8 studies; aOR, 0.94; 95%CI, 0.88 - 1.01: I<sup>2</sup>=38%; very low certainty of the evidence).

    Conclusions:

    This systematic review and meta-analysis suggests that patients treated by female surgeons have a lower mortality compared with those treated by male surgeons.

    DOI: 10.1097/sla.0000000000006339

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  • Effect of no cost sharing for paediatric care on healthcare usage by household income levels: regression discontinuity design 査読

    Shingo Fukuma, Hirotaka Kato, Reo Takaku, Yusuke Tsugawa

    BMJ Open   13 ( 8 )   e071976 - e071976   2023年8月

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    掲載種別:研究論文(学術雑誌)   出版者・発行元:BMJ  

    Objectives

    To investigate the impact of no cost sharing on paediatric care on usage and health outcomes, and whether the effect varies by household income levels.

    Design

    Regression discontinuity design.

    Setting

    Nationwide medical claims database in Japan.

    Participants

    Children aged younger than 20 years from April 2018 to March 2022.

    Exposure

    Co-insurance rate that increases sharply from 0% to 30% at a certain age threshold (the threshold age varies between 6 and 20 years depending on region).

    Primary outcome measures

    The outpatient care usage (outpatient visit days and healthcare spending for outpatient care) and inpatient care (experience of any hospitalisation and healthcare spending for inpatient care).

    Results

    Of 244 549 children, 49 556 participants were in the bandwidth and thus included in our analyses. Results from the regression discontinuity analysis indicate that no cost sharing was associated with a significant increase in the number of outpatient visit days (+5.26 days; 95% CI, +4.89 to +5.82; p&lt;0.01; estimated arc price elasticity, −0.45) and in outpatient healthcare spending (+US$369; 95% CI, +US$344 to +US$406; p&lt;0.01; arc price elasticity, −0.55). We found no evidence that no cost sharing was associated with changes in inpatient care usage. Notably, the effect of no cost-sharing policy on outpatient healthcare usage was larger among children from high-income households (visit days +5.96 days; 95% CI, +4.88 to +7.64, spending +US$511; 95% CI, +US$440 to +US$627) compared with children from low-income households (visit days +2.64 days; 95% CI, +1.54 to +4.23, spending +US$154; 95% CI, +US$80 to +US$249).

    Conclusions

    No cost sharing for paediatric care was associated with a greater usage of outpatient care services, but did not affect inpatient care usage. The study found that this effect was more pronounced among children from high-income households, indicating that the no cost sharing disproportionately benefits high-income households and may contribute to larger disparities.

    DOI: 10.1136/bmjopen-2023-071976

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  • The effects of patient cost-sharing on health expenditure and health among older people: Heterogeneity across income groups 査読

    Hirotaka Kato, Rei Goto, Taishi Tsuji, Katsunori Kondo

    The European Journal of Health Economics   23 ( 5 )   847 - 861   2021年11月

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    担当区分:筆頭著者, 責任著者   記述言語:英語   掲載種別:研究論文(学術雑誌)   出版者・発行元:Springer Science and Business Media LLC  

    <title>Abstract</title>Despite rapidly rising health expenditure associated with population aging, empirical evidence on the effects of cost-sharing on older people is still limited. This study estimated the effects of cost-sharing on the utilization of healthcare and health among older people, the most intensive users of healthcare. We employed a regression discontinuity design by exploiting a drastic reduction in the coinsurance rate from 30 to 10% at age 70 in Japan. We used large administrative claims data as well as income information at the individual level provided by a municipality. Using the claims data with 1,420,252 person-month observations for health expenditure, we found that reduced cost-sharing modestly increased outpatient expenditure, with an implied price elasticity of  – 0.07. When examining the effects of reduced cost-sharing by income, we found that the price elasticities for outpatient expenditure were almost zero,  – 0.08, and  – 0.11 for lower-, middle-, and higher-income individuals, respectively, suggesting that lower-income individuals do not have more elastic demand for outpatient care compared with other income groups. Using large-scale mail survey data with 3404 observations for self-reported health, we found that the cost-sharing reduction significantly improved self-reported health only among lower-income individuals, but drawing clear conclusions about health outcomes is difficult because of a lack of strong graphical evidence to support health improvement. Our results suggest that varying cost-sharing by income for older people (i.e., smaller cost-sharing for lower-income individuals and larger cost-sharing for higher-income individuals) may reduce health expenditure without compromising health.

    DOI: 10.1007/s10198-021-01399-6

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    その他リンク: https://link.springer.com/article/10.1007/s10198-021-01399-6/fulltext.html

  • Association Between Physician Part-time Clinical Work and Patient Outcomes 査読

    Hirotaka Kato, Anupam B. Jena, Jose F. Figueroa, Yusuke Tsugawa

    JAMA Internal Medicine   2021年9月

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    担当区分:筆頭著者, 責任著者   記述言語:英語   掲載種別:研究論文(学術雑誌)   出版者・発行元:American Medical Association (AMA)  

    DOI: 10.1001/jamainternmed.2021.5247

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  • Associations Between Industry Payments to Physicians for Antiplatelet Drugs and Utilization of Cardiac Procedures and Stents 査読 国際誌

    Mao Yanagisawa, Daniel M. Blumenthal, Hirotaka Kato, Kosuke Inoue, Yusuke Tsugawa

    Journal of General Internal Medicine   2021年8月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)   出版者・発行元:Springer Science and Business Media LLC  

    <title>Abstract</title><sec>
    <title>Background</title>
    A study has shown that industry payments to physicians for drugs are associated not only with higher drug prescriptions but also with higher non-drug costs due to additional utilization of healthcare services. However, the association between industry payments to cardiologists for antiplatelet drugs and the costs and number of percutaneous coronary interventions they perform has not been investigated.


    </sec><sec>
    <title>Objective</title>
    To examine the association between industry payments to cardiologists for antiplatelet drugs and the costs and number of percutaneous coronary interventions they perform.


    </sec><sec>
    <title>Design</title>
    Using the 2016 Open Payments Database linked to the 2017 Medicare Provider Utilization and Payment Data, we examined the association between the value of industry payments related to the antiplatelet drugs prasugrel and ticagrelor and healthcare spending and volume for cardiovascular procedures, adjusted for potential cofounders.


    </sec><sec>
    <title>Subjects</title>
    A total of 7456 cardiologists who performed diagnostic cardiac catheterizations on Medicare beneficiaries in 2017.


    </sec><sec>
    <title>Main Measures</title>
    Primary outcomes included (1) healthcare spending on cardiac procedures, (2) diagnostic cardiac catheterization volumes, and (3) rates of coronary stenting. Secondary outcomes were total expenditures for all drugs and for antiplatelet drugs.


    </sec><sec>
    <title>Key Results</title>
    Industry payments for antiplatelet drugs were associated with higher healthcare spending on cardiac procedures (adjusted difference, +$50.9 for additional $100 industry payments; 95% CI, +$25.5 to +$76.2; P &lt; 0.001), diagnostic cardiac catheterizations (+0.1 procedures per cardiologist; 95% CI, +0.03 to +0.1; P=0.001), and stent use (+0.5 per 1000 diagnostic cardiac catheterizations per cardiologist; 95% CI, +0.2 to +0.9; P=0.002). Industry payments for antiplatelet drugs were associated with higher total costs for all drugs and antiplatelet drugs.


    </sec><sec>
    <title>Conclusions</title>
    Industry payments to cardiologists for antiplatelet drugs were associated with both prescribing of antiplatelet drugs and the use of cardiac procedures and stents. Further research is warranted to understand whether the observed associations are causal or reflect a greater propensity for higher volume proceduralists to have relationships with industry.


    </sec>

    DOI: 10.1007/s11606-021-06980-6

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    その他リンク: https://link.springer.com/article/10.1007/s11606-021-06980-6/fulltext.html

  • Patient mortality after surgery on the surgeon’s birthday: observational study 査読

    Hirotaka Kato, Anupam B Jena, Yusuke Tsugawa

    BMJ   m4381   2020年12月

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    担当区分:筆頭著者   掲載種別:研究論文(学術雑誌)   出版者・発行元:BMJ  

    <title>Abstract</title>
    <sec>
    <title>Objective</title>
    To determine whether patient mortality after surgery differs between surgeries performed on surgeons’ birthdays compared with other days of the year.


    </sec>
    <sec>
    <title>Design</title>
    Retrospective observational study.


    </sec>
    <sec>
    <title>Setting</title>
    US acute care and critical access hospitals.


    </sec>
    <sec>
    <title>Participants</title>
    100% fee-for-service Medicare beneficiaries aged 65 to 99 years who underwent one of 17 common emergency surgical procedures in 2011-14.


    </sec>
    <sec>
    <title>Main outcome measures</title>
    Patient postoperative 30 day mortality, defined as death within 30 days after surgery, with adjustment for patient characteristics and surgeon fixed effects.


    </sec>
    <sec>
    <title>Results</title>

    980 876 procedures performed by 47 489 surgeons were analyzed. 2064 (0.2%) of the procedures were performed on surgeons’ birthdays. Patient characteristics, including severity of illness, were similar between patients who underwent surgery on a surgeon’s birthday and those who underwent surgery on other days. The overall unadjusted 30 day mortality on the operating surgeon’s birthday was 7.0% (145/2064) and that on other days was 5.6% (54 824/978 812). After adjusting for patient characteristics and surgeon fixed effects (effectively comparing outcomes of patients treated by the same surgeon on different days), patients who underwent surgery on a surgeon’s birthday exhibited higher mortality compared with patients who underwent surgery on other days (adjusted mortality rate, 6.9%
    <italic>v</italic>
    5.6%; adjusted difference 1.3%, 95% confidence interval 0.1% to 2.5%; P=0.03). Event study analysis of patient mortality by day of surgery relative to a surgeon’s birthday found similar results.



    </sec>
    <sec>
    <title>Conclusions</title>
    Among Medicare beneficiaries who underwent common emergency surgeries, those who received surgery on the surgeon’s birthday experienced higher mortality compared with patients who underwent surgery on other days. These findings suggest that surgeons might be distracted by life events that are not directly related to work.


    </sec>

    DOI: 10.1136/bmj.m4381

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    その他リンク: https://syndication.highwire.org/content/doi/10.1136/bmj.m4381

  • Effect of Copayment on Dental Visits: A Regression Discontinuity Analysis 査読

    U. Cooray, J. Aida, R.G. Watt, G. Tsakos, A. Heilmann, H. Kato, S. Kiuchi, K. Kondo, K. Osaka

    Journal of Dental Research   99 ( 12 )   1356 - 1362   2020年11月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)   出版者・発行元:SAGE Publications  

    Despite their prevalence and burdens, oral diseases are neglected in universal health coverage. In Japan, a 30% copayment (out of pocket) by the user and a 70% contribution by Japan’s universal health insurance (JUHI) are required for dental and medical services. From the age of 70 y, an additional 10% is offered by JUHI (copayment, 20%; JUHI, 80%). This study aimed to investigate the effect of cost on dental service use among older adults under the current JUHI system. A regression discontinuity quasi-experimental method was used to investigate the causal effect of the JUHI discount policy on dental visits based on cross-sectional data. Data were derived from the 2016 Japan Gerontological Evaluation Study. This analysis contained 7,161 participants who used JUHI, were aged 68 to 73 y, and responded to questions regarding past dental visits. Analyses were controlled for age, sex, number of teeth, and equalized household income. Mean ± SD age was 72.1 ± 0.79 y for the discount-eligible group and 68.9 ± 0.78 y for the noneligible group. During the past 12 mo, significantly more discount-eligible participants had visited dental services than noneligible participants (66.0% vs. 62.1% for treatment visits, 57.7% vs. 53.1% for checkups). After controlling for covariates, the effect of discount eligibility was significant on dental treatment visits (odds ratio [OR], 1.36; 95% CI, 1.32 to 1.40) and dental checkups (OR, 1.49; 95% CI, 1.44 to 1.54) in the regression discontinuity analysis. Similar findings were observed in triangular kernel-weighted models (OR, 1.38 [95% CI, 1.34 to 1.44]; OR, 1.52 [95% CI, 1.47 to 1.56], respectively). JUHI copayment discount policy increases oral health service utilization among older Japanese. The price elasticity for dental checkup visits appears to be higher than for dental treatment visits. Hence, reforming the universal health coverage system to improve the affordability of relatively inexpensive preventive care could increase dental service utilization in Japan.

    DOI: 10.1177/0022034520946022

    Scopus

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    その他リンク: http://journals.sagepub.com/doi/full-xml/10.1177/0022034520946022

  • Assessment of additional medical costs among older adults in Japan with a history of childhood maltreatment. 査読

    Aya Isumi, Takeo Fujiwara, Hirotaka Kato, Taishi Tsuji, Daisuke Takagi, Naoki Kond, Katsunori Kondo

    JAMA Network Open   3 ( 1 )   e1918681 - e1918681   2020年1月

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    DOI: 10.1001/jamanetworkopen.2019.18681

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  • Reduced long-term care cost by social participation among older Japanese adults: a prospective follow-up study in JAGES 査読

    Masashige Saito, Jun Aida, Naoki Kondo, Junko Saito, Hirotaka Kato, Yasuhiro Ota, Airi Amemiya, Katsunori Kondo

    BMJ Open   9 ( 3 )   2019年

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    DOI: 10.1136/bmjopen-2018-024439

    Web of Science

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  • Characteristics of Physicians Who Adopted Medicare’s New Advance Care Planning Codes in the First Year 査読

    Yusuke Tsugawa, Hirotaka Kato, Ashish K. Jha, Neil S. Wenger, David S. Zingmond, Nate Gross, Anupam B. Jena

    Journal of General Internal Medicine   2019年

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

    DOI: 10.1007/s11606-019-05368-x

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  • Geographical accessibility to gambling venues and pathological gambling: an econometric analysis of pachinko parlours in Japan 査読

    Hirotaka Kato, Rei Goto

    International Gambling Studies   18 ( 1 )   111 - 123   2018年

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

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  • The effect of reducing cost-sharing for children on utilization of inpatient services: Evidence from Japan 査読

    Hirotaka Kato, Rei Goto

    Health Economics Review   7 ( 1 )   28   2017年

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    記述言語:英語   掲載種別:研究論文(学術雑誌)  

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講演・口頭発表等

  • 医師と患者の情報の非対称性と医療費・医療の質

    加藤 弘陸

    医療経済学会  2018年9月 

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  • The effect of reducing cost-sharing for children on utilization of inpatient services: Evidence from Japan 国際会議

    Hirotaka Kato

    ISPOR Asia-Pacific Conference  2016年9月 

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    記述言語:英語   会議種別:ポスター発表  

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  • Substitution between medical and long-term care: Evidence from Japan 国際会議

    Hirotaka Kato

    International Health Economics Association  2017年7月 

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    記述言語:英語   会議種別:口頭発表(一般)  

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  • 画像診断技術普及に及ぼす病院間競争の影響

    加藤 弘陸

    医療経済学会  2015年9月 

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  • The effect of reducing cost-sharing for children on utilization of inpatient services: Evidence from Japan

    加藤 弘陸

    日本経済学会  2016年6月 

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  • The impact of hospital competition on the diffusion of imaging technology in Japan 国際会議

    Hirotaka Kato

    World Health Summit Regional Meeting Asia  2015年4月 

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    記述言語:英語   会議種別:ポスター発表  

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  • Substitution between medical and long-term care: Evidence from Japan

    加藤 弘陸

    医療経済学会  2017年9月 

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受賞

  • 理事長・学長表彰(教員部門・優秀賞)

    2025年5月   横浜市立大学  

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  • UJA特別賞

    2021年3月  

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  • 若手最優秀発表賞

    2015年9月   医療経済学会  

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共同研究・競争的資金等の研究課題

  • 医療供給者の診療パターンのばらつきと政策介入可能性の検証

    研究課題/領域番号:20K13515  2020年4月 - 2023年3月

    日本学術振興会  科学研究費助成事業 若手研究  若手研究

    加藤 弘陸

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    配分額:4030000円 ( 直接経費:3100000円 、 間接経費:930000円 )

    本研究では、医療の効率化に資するため、診療パターンのばらつきに着目し、なぜ診療パターンがばらつくのかという理由の検証、また政策的介入によって診療パターンのばらつきがどのように変化するのかの検証を、大規模医療データを用いて行っている。今年度は、前年度に引き続き、入院中に提供される医療サービスが患者の職業といった社会的な属性に影響されるのかを主に検証した。新型コロナウイルス流行の影響から、事前にデータの利用許可を得ていた他大学の研究室で分析を行う機会を減らさざるを得ない状況となってしまったものの、データ分析を遂行し、成果を得ることができた。急性期入院に関する大規模な医療データを用い、患者の重症度、年齢、性別といった様々な要素を調整した上で、入院中に提供される医療サービスには患者の社会的な属性によって違いがあり、また患者の健康アウトカムにも患者の社会的な属性による違いがあるという結果を得た。頑健性の確認のため、様々な分析を行ったが、主分析の結果とほとんど同じ結果を得た。本研究結果は診療パターンのばらつきは医療サービス提供の効率性だけでなく、患者の健康アウトカムにも影響している可能性を示唆している。本研究では、提供される医療サービスや健康アウトカムに違いをもたらすメカニズムを特定する分析も行っており、その結果は診療パターンのばらつきを抑えるうえで重要な政策的示唆を与えるものであると考えられる。この研究成果を学術誌で報告するべく、論文執筆を進めている。

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  • 医療介護連携によるケアの効率性―ビッグデータに基づく検証―

    2018年4月 - 2021年3月

    日本学術振興会  特別研究員奨励費 

    加藤 弘陸

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    担当区分:研究代表者  資金種別:競争的資金

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  • 医療技術の内生的進歩に対する価格政策・需要政策の効果分析

    2015年4月 - 2018年3月

    日本学術振興会  特別研究員奨励費 

    加藤 弘陸

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    担当区分:研究代表者  資金種別:競争的資金

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