Updated on 2025/05/21

写真a

 
Hirotaka Kato
 
Organization
Graduate School of International Management Department of International Management Associate Professor
School of Economics and Business Administration Department of Economics and Business Administration
Title
Associate Professor
Profile

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。

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Degree

  • Ph.D. (Economics) ( Kyoto University )

Research Interests

  • 政策評価

  • 医療経済学

Research Areas

  • Humanities & Social Sciences / Economic policy  / Health Economics

Education

  • Kyoto University   Graduate School of Economics

    2015.4 - 2018.3

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  • Kyoto University   Graduate School of Economics

    2013.4 - 2015.3

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  • Kyoto University   Faculty of Economics

    2009.4 - 2013.3

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Research History

  • Yokohama City University   School of Economics and Business Administration   Associate Professor

    2024.4

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  • Yokohama City University   School of Economics and Business Administration   Lecturer

    2023.4 - 2024.3

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  • Keio University   Graduate School of Health Management

    2020.10 - 2023.3

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  • University of California, Los Angeles   David Geffen School of Medicine   Visiting Researcher

    2019.3 - 2020.10

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  • Research Fellow of Japan Society for the Promotion of Science (PD)

    2018.4 - 2020.9

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  • Keio University   Graduate School of Business Administration   Visiting Researcher

    2018.4 - 2020.9

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  • Research Fellow of Japan Society for the Promotion of Science (DC1)

    2015.4 - 2018.3

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Papers

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

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

    BMJ Open   15 ( 1 )   e086714 - e086714   2025.1

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    Authorship:Corresponding author   Publishing type:Research paper (scientific journal)   Publisher: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 Reviewed

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

    BMC Health Services Research   2024.8

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

    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   2024.5

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    Publishing type:Research paper (scientific journal)   Publisher: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 Reviewed

    Shingo Fukuma, Hirotaka Kato, Reo Takaku, Yusuke Tsugawa

    BMJ Open   13 ( 8 )   e071976 - e071976   2023.8

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    Publishing type:Research paper (scientific journal)   Publisher: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 Reviewed

    Hirotaka Kato, Rei Goto, Taishi Tsuji, Katsunori Kondo

    The European Journal of Health Economics   23 ( 5 )   847 - 861   2021.11

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    Authorship:Lead author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher: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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    Other Link: https://link.springer.com/article/10.1007/s10198-021-01399-6/fulltext.html

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

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

    JAMA Internal Medicine   2021.9

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    Authorship:Lead author, Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher: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 Reviewed International journal

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

    Journal of General Internal Medicine   2021.8

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher: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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    Other Link: https://link.springer.com/article/10.1007/s11606-021-06980-6/fulltext.html

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

    Hirotaka Kato, Anupam B Jena, Yusuke Tsugawa

    BMJ   m4381   2020.12

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    Authorship:Lead author   Publishing type:Research paper (scientific journal)   Publisher: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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    Other Link: https://syndication.highwire.org/content/doi/10.1136/bmj.m4381

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

    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   2020.11

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher: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

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    Other Link: 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. Reviewed

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

    JAMA Network Open   3 ( 1 )   e1918681 - e1918681   2020.1

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:American Medical Association (AMA)  

    DOI: 10.1001/jamanetworkopen.2019.18681

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

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

    Journal of General Internal Medicine   2019

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    DOI: 10.1007/s11606-019-05368-x

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

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

    BMJ Open   9 ( 3 )   2019

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:BMJ PUBLISHING GROUP  

    Objectives Reducing costs related to functional disabilities and long-term care (LTC) is necessary in ageing societies. We evaluated the differences in the cumulative cost of public LTC insurance (LTCI) services by social participation.Design Prospective observational study.Setting Our baseline survey was conducted in March 2006 among people aged 65 or older who were not eligible for public LTCI benefits and were selected using a complete enumeration in Tokoname City, Japan. We followed up with their LTC services costs over a period of 11 years. Social participation was assessed by the frequency of participation in clubs for hobbies, sports or volunteering. We adopted a classical linear regression analysis and an inverse probability weighting (IPW), with multiple imputation of missing values.Participants Functionally independent 5377 older adults.Primary outcome measures The cumulative cost of public LTCI services for 11 years.Results Even when adjusting for the confounding variables, social participation at the baseline was negatively associated with the cumulative cost of LTCI services. The IPW model showed that in respondents who participated in hobby activities once a week or more, the cumulative cost of LTCI services for 11 years was lower, approximately US$3500 per person, in comparison to non-participants. Similarly, that in respondents who participated in sports group or clubs was lower, approximately US$6000 than non-participants.Conclusions Older adults' participation in community organisations may help reduce future LTC costs. Promoting participation opportunities in the community could ensure the financial stability of LTCI services.

    DOI: 10.1136/bmjopen-2018-024439

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

    Hirotaka Kato, Rei Goto

    International Gambling Studies   18 ( 1 )   111 - 123   2018

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

    Hirotaka Kato, Rei Goto

    Health Economics Review   7 ( 1 )   28   2017

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Presentations

  • 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  2018.9 

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

    Hirotaka Kato

    ISPOR Asia-Pacific Conference  2016.9 

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    Language:English   Presentation type:Poster presentation  

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

    Hirotaka Kato

    International Health Economics Association  2017.7 

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    Language:English   Presentation type:Oral presentation (general)  

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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  2015.9 

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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  2016.6 

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  • The impact of hospital competition on the diffusion of imaging technology in Japan International conference

    Hirotaka Kato

    World Health Summit Regional Meeting Asia  2015.4 

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

    加藤 弘陸

    医療経済学会  2017.9 

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Awards

  • 理事長・学長表彰(教員部門・優秀賞)

    2025.5   横浜市立大学  

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  • UJA特別賞

    2021.3  

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  • Best Young Presenter Award

    2015.9   Japan Health Economics Association  

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Research Projects

  • 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

    Grant number:20K13515  2020.4 - 2023.3

    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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    Grant amount:\4030000 ( Direct Cost: \3100000 、 Indirect Cost:\930000 )

    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―

    2018.4 - 2021.3

    日本学術振興会  特別研究員奨励費 

    加藤 弘陸

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    Authorship:Principal investigator  Grant type:Competitive

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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

    2015.4 - 2018.3

    日本学術振興会  特別研究員奨励費 

    加藤 弘陸

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    Authorship:Principal investigator  Grant type:Competitive

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