4.4 Article

The Association of Hospital Volume With Mortality and Costs of Care for Stroke in Japan

Journal

MEDICAL CARE
Volume 51, Issue 9, Pages 782-788

Publisher

LIPPINCOTT WILLIAMS & WILKINS
DOI: 10.1097/MLR.0b013e31829c8b70

Keywords

hospital volume; costs; utilization; mortality; stroke; health economics; health policy; Japan

Funding

  1. Ministry of Health, Labour and Welfare, Japan [H22-Policy-031, H22-Policy-033]
  2. Ministry of Education, Culture, Sports, Science and Technology, Japan [22390131]
  3. Council for Science and Technology Policy, Japan [0301002001001]
  4. Joint Japan/World Bank Graduate Scholarship Program

Ask authors/readers for more resources

Background: The association between hospital volume and patient outcomes remains unclear for stroke. Little is known about whether these relationships differ by stroke subtypes.Objectives: To examine the association of hospital volume with in-hospital mortality and costs of care for stroke.Research Design: Secondary data analysis of national hospital database.Subjects: A total of 66,406 patients admitted between July 1 and December 31, 2010 with primary diagnosis of stroke at 796 acute care hospitals in Japan were included.Measures: We used a locally weighted scatter-plot smoothing method to test the relationship between hospital volume and outcomes. On the basis of these results, we categorized patient volume into 3 groups (10-50, 51-100, and >100 discharges/6 mo). We tested the volume-outcome relationship using multivariable regression models adjusting for patient and hospital characteristics. Subgroup analysis was conducted by stratifying on stroke subtype.Results: Compared with those treated at high-volume hospitals (>100 discharges), patients admitted to low-volume hospitals (10-50 discharges) had higher in-hospital mortality (adjusted odds ratio, 1.45; 95% CI, 1.23-1.71, P<0.0001). In the lowest volume hospitals, adjusted costs of care per discharge were 8.0% lower (95% CI, -14.1% to -1.8%, P=0.01) compared with the highest volume hospitals. The volume-mortality association was significant across all stroke subtypes. Highest volume hospitals had higher costs than lowest volume hospitals for subarachnoid hemorrhage, but this association was nonsignificant for ischemic and hemorrhagic stroke.Conclusions: Highest volume hospitals had lower mortality than the lowest volume hospitals for stroke in Japan. Highest volume hospitals had higher costs for subarachnoid hemorrhage, but not for ischemic and hemorrhagic stroke.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.4
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Health Care Sciences & Services

Associations Between Industry Payments to Physicians for Antiplatelet Drugs and Utilization of Cardiac Procedures and Stents

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

Summary: This study found that industry payments to cardiologists for antiplatelet drugs were associated with higher healthcare spending on cardiac procedures, diagnostic cardiac catheterization volumes, and rates of coronary stenting. Further research is needed to determine if these associations are causal.

JOURNAL OF GENERAL INTERNAL MEDICINE (2022)

Editorial Material Health Care Sciences & Services

Why do homeless women in New York state experience fewer hospital revisits after childbirth than housed women?

Atsushi Miyawaki, Yusuke Tsugawa

BMJ QUALITY & SAFETY (2022)

Review Cardiac & Cardiovascular Systems

Comparison of Unguided De-Escalation Versus Guided Selection of Dual Antiplatelet Therapy After Acute Coronary Syndrome: A Systematic Review and Network Meta-Analysis

Toshiki Kuno, Tomohiro Fujisaki, Satoshi Shoji, Yuki Sahashi, Yusuke Tsugawa, Masao Iwagami, Hisato Takagi, Alexandros Briasoulis, Pierre Deharo, Thomas Cuisset, Azeem Latib, Shun Kohsaka, Deepak L. Bhatt

Summary: Compared with guided selection of DAPT, unguided de-escalation of DAPT decreases bleeding risk in patients after acute coronary syndrome.

CIRCULATION-CARDIOVASCULAR INTERVENTIONS (2022)

Article Medicine, General & Internal

Impact of the national health guidance intervention for obesity and cardiovascular risks on healthcare utilisation and healthcare spending in working-age Japanese cohort: regression discontinuity design

Shingo Fukuma, Mitsuru Mukaigawara, Toshiaki Iizuka, Yusuke Tsugawa

Summary: This study investigated the effect of a population-level health guidance intervention on healthcare utilisation and spending in Japan. The study found that the intervention was associated with a decrease in outpatient visits, but had no effect on medication use, hospitalisation use, or healthcare spending.

BMJ OPEN (2022)

Article Medicine, General & Internal

Prevalence and changes of low-value care at acute care hospitals: a multicentre observational study in Japan

Atsushi Miyawaki, Ryo Ikesu, Yasuharu Tokuda, Rei Goto, Yasuki Kobayashi, Kazuaki Sano, Yusuke Tsugawa

Summary: This study aimed to investigate the use and factors associated with low-value care in Japan. The study utilized a multicentre observational design and claims data from 242 large acute care hospitals in Japan. The findings revealed that approximately 7.5% of patients received low-value care services based on the broader definition, while about 4.9% received such services based on the narrower definition. There was no significant change in the prevalence of low-value services between 2015 and 2019. Factors such as hospital size, age, sex, and comorbidities were associated with the likelihood of receiving low-value care.

BMJ OPEN (2022)

Article Health Care Sciences & Services

Examining the Use of an Artificial Intelligence Model to Diagnose Influenza: Development and Validation Study

Sho Okiyama, Memori Fukuda, Masashi Sode, Wataru Takahashi, Masahiro Ikeda, Hiroaki Kato, Yusuke Tsugawa, Masao Iwagami

Summary: In this study, a deep learning model was developed to diagnose influenza infection using pharyngeal images and clinical information. The model showed high accuracy and specificity, outperforming three physicians. It has the potential to assist physicians in timely diagnosis of influenza.

JOURNAL OF MEDICAL INTERNET RESEARCH (2022)

Article Geriatrics & Gerontology

Life satisfaction among persons living with dementia and those without dementia

Hiroshi Gotanda, Yusuke Tsugawa, Haiyong Xu, David B. B. Reuben

Summary: Background: Despite potential negative consequences, little is known about how individuals with dementia perceive life satisfaction. This study found that, after adjusting for individual characteristics, there was no difference in life satisfaction between individuals with probable dementia and those without. However, dementia status was associated with lower life satisfaction through the mediation of limitations in daily living activities.

JOURNAL OF THE AMERICAN GERIATRICS SOCIETY (2023)

Article Medicine, General & Internal

Machine-learning approaches to identify determining factors of happiness during the COVID-19 pandemic: retrospective cohort study

Itsuki Osawa, Tadahiro Goto, Takahiro Tabuchi, Hayami K. Koga, Yusuke Tsugawa

Summary: The study found that during the COVID-19 pandemic, factors such as meaning in life, having a spouse, trust in neighbors, and female gender were positively associated with happiness, while self-reported poor health, anxiety about future household income, psychiatric diseases except depression, and feeling isolated were negatively associated with happiness. Interventions that improve social capital, pandemic control, and economic stimuli may effectively enhance psychological well-being during the COVID-19 pandemic.

BMJ OPEN (2022)

Article Emergency Medicine

Association Between Emergency Physician's Age and Mortality of Medicare Patients Aged 65 to 89 Years After Emergency Department Visit

Atsushi Miyawaki, Anupam B. Jena, Laura G. Burke, Jose F. Figueroa, Yusuke Tsugawa

Summary: The study aimed to determine the association between emergency physicians' ages and patient mortality after emergency department visits. An observational study was conducted on a 20% random sample of Medicare fee-for-service beneficiaries aged 65 to 89 years. The findings showed that patients treated by younger emergency physicians had lower mortality rates compared with those treated by older physicians.

ANNALS OF EMERGENCY MEDICINE (2023)

Article Medicine, General & Internal

Comparison of Hospital Outcomes for Patients Treated by Allopathic Versus Osteopathic Hospitalists An Observational Study

Atsushi Miyawaki, Anupam B. Jena, Nate Gross, Yusuke Tsugawa

Summary: “There were no significant differences in the quality and costs of care between allopathic and osteopathic hospitalists when treating elderly Medicare patients.”

ANNALS OF INTERNAL MEDICINE (2023)

Article Medicine, General & Internal

Inequities in surgical outcomes by race and sex in the United States: retrospective cohort study

Dan P. Ly, Mariah B. Blegen, Melinda M. Gibbons, Keith C. Norris, Yusuke Tsugawa

Summary: In this retrospective cohort study, it was found that overall postoperative mortality was higher among Black men compared with White men, White women, and Black women.This suggests that there are disparities in healthcare outcomes based on race and gender in the United States.

BMJ-BRITISH MEDICAL JOURNAL (2023)

Article Public, Environmental & Occupational Health

Effect of age-based left-digit bias on stroke diagnosis: Regression discontinuity design

Shingo Fukuma, Ryo Ikesu, Toshiaki Iizuka, Yusuke Tsugawa

Summary: This study examined the impact of left-digit bias based on patients' age on the initial diagnosis of stroke. The results showed a discontinuous change in the ordering of imaging tests for stroke at the age threshold of 40 years old, which only affected male patients.

SOCIAL SCIENCE & MEDICINE (2023)

Article Medicine, General & Internal

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

Shingo Fukuma, Hirotaka Kato, Reo Takaku, Yusuke Tsugawa

Summary: Using a regression discontinuity design, this study investigated the impact of no cost sharing on paediatric care usage and health outcomes in Japan. The results showed that no cost sharing was associated with increased outpatient care usage and spending, but did not affect inpatient care usage. Notably, the effect of no cost-sharing policy was greater among children from high-income households, suggesting that it disproportionately benefits higher-income families and may contribute to larger disparities.

BMJ OPEN (2023)

Article Education, Scientific Disciplines

The Accuracy and Potential Racial and Ethnic Biases of GPT-4 in the Diagnosis and Triage of Health Conditions: Evaluation Study

Naoki Ito, Sakina Kadomatsu, Mineto Fujisawa, Kiyomitsu Fukaguchi, Ryo Ishizawa, Naoki Kanda, Daisuke Kasugai, Mikio Nakajima, Tadahiro Goto, Yusuke Tsugawa

Summary: This study assessed the accuracy of GPT-4 and physicians in diagnosing and triaging health conditions, and examined the performance differences based on patient race and ethnicity. The results showed that GPT-4 had comparable accuracy to physicians in diagnosis and triage, and its performance did not vary based on patient race and ethnicity.

JMIR MEDICAL EDUCATION (2023)

Article Medicine, General & Internal

Association between patient-surgeon gender concordance and mortality after surgery in the United States: retrospective observational study

Christopher J. D. Wallis, Angela Jerath, Ryo Ikesu, Raj Satkunasivam, Justin B. Dimick, John Orav, E. John Orav, Melinda Maggard-Gibbons, Ruixin Li, Arghavan Salles, Zachary Klaassen, Natalie Coburn, Barbara L. Bass, Allan S. Detsky, Yusuke Tsugawa

Summary: Patient-surgeon gender concordance does not appear to have a significant impact on post-operative mortality rates among patients in the United States. However, there may be a slight decrease in mortality for female patients when their surgeon is of the same gender, but a slight increase in mortality for male patients. Additionally, there is no evidence to suggest that patient-surgeon gender concordance affects operative mortality for non-elective procedures.

BMJ-BRITISH MEDICAL JOURNAL (2023)

No Data Available