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2020

Data linkage in pharmacoepidemiology: A call for rigorous evaluation and reporting

Pratt, N. L., Mack, C. D., Meyer, A. M., Davis, K. J., Hammill, B. G., Hampp, C., Setoguchi, S., Raman, S. R., Chun, D. S., Stürmer, T. & Lund, J. L., Jan 1 2020, In : Pharmacoepidemiology and drug safety. 29, 1, p. 9-17 9 p.

Research output: Contribution to journalArticle

1 Scopus citations

Dose-Dependent Association of Gabapentinoids with Pulmonary Complications After Total Hip and Knee Arthroplasties

Ohnuma, T., Raghunathan, K., Moore, S., Setoguchi, S., Ellis, A. R., Fuller, M., Whittle, J., Pyati, S., Bryan, W. E., Pepin, M. J., Bartz, R. R., Haines, K. L. & Krishnamoorthy, V., Feb 5 2020, In : The Journal of bone and joint surgery. American volume. 102, 3, p. 221-229 9 p.

Research output: Contribution to journalArticle

2 Scopus citations

Increased hospitalization rates following heart failure diagnosis in rheumatoid arthritis as compared to the general population

Myasoedova, E., Davis, J. M., Matteson, E. L., Achenbach, S. J., Setoguchi, S., Dunlay, S. M., Roger, V. L., Gabriel, S. E. & Crowson, C. S., Feb 2020, In : Seminars in Arthritis and Rheumatism. 50, 1, p. 25-29 5 p.

Research output: Contribution to journalArticle

Lifestyle Changes in Relation to Initiation of Antihypertensive and Lipid-Lowering Medication: A Cohort Study

Korhonen, M. J., Pentti, J., Hartikainen, J., Ilomäki, J., Setoguchi, S., Liew, D., Kivimäki, M. & Vahtera, J., Feb 18 2020, In : Journal of the American Heart Association. 9, 4, e014168.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations
2019

Comparing record linkage software programs and algorithms using real-world data

Karr, A. F., Taylor, M. T., West, S. L., Setoguchi, S., Kou, T. D., Gerhard, T. & Horton, D. B., 2019, In : PloS one. 14, 9, e0221459.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Heart failure in chronic kidney disease: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) Controversies Conference

House, A. A., Wanner, C., Sarnak, M. J., Piña, I. L., McIntyre, C. W., Komenda, P., Kasiske, B. L., Deswal, A., deFilippi, C. R., Cleland, J. G. F., Anker, S. D., Herzog, C. A., Cheung, M., Wheeler, D. C., Winkelmayer, W. C., McCullough, P. A., Abu-Alfa, A. K., Amann, K., Aonuma, K., Appel, L. J. & 39 others, Baigent, C., Bakris, G. L., Banerjee, D., Boletis, J. N., Bozkurt, B., Butler, J., Chan, C. T., Costanzo, M. R., Dubin, R. F., Filippatos, G., Gikonyo, B. M., Gikonyo, D. K., Hajjar, R. J., Iseki, K., Ishii, H., Knoll, G. A., Lenihan, C. R., Lentine, K. L., Lerma, E. V., Macedo, E., Mark, P. B., Noiri, E., Palazzuoli, A., Pecoits-Filho, R., Pitt, B., Rigatto, C., Rossignol, P., Setoguchi, S., Sood, M. M., Störk, S., Suri, R. S., Szummer, K., Tang, S. C. W., Tangri, N., Thompson, A., Vijayaraghavan, K., Walsh, M., Wang, A. Y. M. & Weir, M. R., Jun 2019, In : Kidney International. 95, 6, p. 1304-1317 14 p.

Research output: Contribution to journalArticle

Open Access
16 Scopus citations

Impacts of the North Atlantic subtropical high on interannual variation of summertime heat stress over the conterminous United States

Li, W., Zou, T., Li, L., Deng, Y., Sun, V. T., Zhang, Q., Layton, J. B. & Setoguchi, S., Sep 13 2019, In : Climate Dynamics. 53, 5-6, p. 3345-3359 15 p.

Research output: Contribution to journalArticle

1 Scopus citations

Patient perspectives on the linkage of health data for research: Insights from an online patient community questionnaire

O'Brien, E. C., Rodriguez, A. M., Kum, H. C., Schanberg, L. E., Fitz-Randolph, M., O'Brien, S. M. & Setoguchi, S., Jul 2019, In : International Journal of Medical Informatics. 127, p. 9-17 9 p.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Validation of mother-infant linkage using Medicaid Case ID variable within the Medicaid Analytic eXtract (MAX) database

Knox, C. A., Hampp, C., Palmsten, K., Zhu, Y., Setoguchi Iwata, S., Brumback, B., Segal, R. & Winterstein, A. G., Sep 1 2019, In : Pharmacoepidemiology and drug safety. 28, 9, p. 1222-1230 9 p.

Research output: Contribution to journalArticle

Validation studies of claims data in the Asia-Pacific region: A comprehensive review

Koram, N., Delgado, M., Stark, J. H., Setoguchi, S. & de Luise, C., Feb 1 2019, In : Pharmacoepidemiology and drug safety. 28, 2, p. 156-170 15 p.

Research output: Contribution to journalArticle

4 Scopus citations
2018

Advanced imaging and hospice use in end-of-life cancer care

Dinan, M. A., Curtis, L. H., Setoguchi, S. & Cheung, W. Y., Oct 1 2018, In : Supportive Care in Cancer. 26, 10, p. 3619-3625 7 p.

Research output: Contribution to journalArticle

3 Scopus citations

Applying a common data model to asian databases for multinational pharmacoepidemiologic studies: Opportunities and challenges

Lai, E. C. C., Ryan, P., Zhang, Y., Schuemie, M., Hardy, N. C., Kamijima, Y., Kimura, S., Kubota, K., Man, K. K. C., Cho, S. Y., Park, R. W., Stang, P., Su, C. C., Wong, I. C. K., Kao, Y. H. Y. & Setoguchi, S., 2018, In : Clinical Epidemiology. 10, p. 875-885 11 p.

Research output: Contribution to journalArticle

6 Scopus citations

Comparative safety of NSAIDs for gastrointestinal events in Asia-Pacific populations: A multi-database, international cohort study

Lai, E. C. C., Shin, J. Y., Kubota, K., Man, K. K. C., Park, B. J., Pratt, N., Roughead, E. E., Wong, I. C. K., Kao Yang, Y. H. & Setoguchi, S., Nov 2018, In : Pharmacoepidemiology and drug safety. 27, 11, p. 1223-1230 8 p.

Research output: Contribution to journalArticle

Penetration of new antidiabetic medications in East Asian countries and the United States: A cross-national comparative study

Kubota, K., Kamijima, Y., Yang, Y. H. K., Kimura, S., Lai, E. C. C., Man, K. K. C., Ryan, P., Schuemie, M., Stang, P., Su, C. C., Wong, I. C. K., Zhang, Y. & Setoguchi, S., Dec 2018, In : PloS one. 13, 12, e0208796.

Research output: Contribution to journalArticle

2 Scopus citations

Positive predictive value of ICD-10 codes for acute myocardial infarction in Japan: A validation study at a single center

Ando, T., Ooba, N., Mochizuki, M., Koide, D., Kimura, K., Lee, S. L., Setoguchi, S. & Kubota, K., Nov 26 2018, In : BMC health services research. 18, 1, 895.

Research output: Contribution to journalArticle

3 Scopus citations
2017

Lipid-lowering drugs and risk of new-onset diabetes: a cohort study using Japanese healthcare data linked to clinical data for health screening

Ooba, N., Setoguchi, S., Sato, T. & Kubota, K., Jun 30 2017, In : BMJ open. 7, 6, p. e015935

Research output: Contribution to journalArticle

8 Scopus citations

Potential contribution of lifestyle and socioeconomic factors to healthy user bias in antihypertensives and lipidlowering drugs

Kinjo, M., Lai, E. C. C., Korhonen, M. J., McGill, R. L. & Setoguchi, S., Mar 1 2017, In : Open Heart. 4, 1, e000417.

Research output: Contribution to journalArticle

2 Scopus citations
2016

Comparative effectiveness of carotid artery stenting versus carotid endarterectomy among medicare beneficiaries

Jalbert, J. J., Nguyen, L. L., Gerhard-Herman, M. D., Kumamaru, H., Chen, C. Y., Williams, L. A., Liu, J., Rothman, A. T., Jaff, M. R., Seeger, J. D., Benenati, J. F., Schneider, P. A., Aronow, H. D., Johnston, J. A., Brott, T. G., Tsai, T. T., White, C. J. & Setoguchi, S., May 1 2016, In : Circulation: Cardiovascular Quality and Outcomes. 9, 3, p. 275-285 11 p.

Research output: Contribution to journalArticle

15 Scopus citations

Comparative persistence of antiepileptic drugs in patients with epilepsy: A STROBE-compliant retrospective cohort study

Lai, E. C. C., Hsieh, C. Y., Su, C. C., Yang, Y. H. K., Huang, C. W., Lin, S. J. & Setoguchi, S., Jan 1 2016, In : Medicine (United States). 95, 35, e4481.

Research output: Contribution to journalArticle

4 Scopus citations

Comparative risk of oral ulcerations among antipsychotics users - population-based retrospective cohort study

Lai, E. C. C., Hsieh, C. Y., Wong, M. B., Lin, S. J., Yang, Y. K., Kao Yang, Y. H. & Setoguchi, S., Feb 1 2016, In : Pharmacoepidemiology and drug safety. 25, 2, p. 123-132 10 p.

Research output: Contribution to journalArticle

4 Scopus citations

Comparative validity of methods to select appropriate cutoff weight for probabilistic linkage without unique personal identifiers

Zhu, Y., Chen, C. Y., Matsuyama, Y., Ohashi, Y., Franklin, J. M. & Setoguchi, S., Apr 1 2016, In : Pharmacoepidemiology and drug safety. 25, 4, p. 444-452 9 p.

Research output: Contribution to journalArticle

3 Scopus citations

Comparison of high-dimensional confounder summary scores in comparative studies of newly marketed medications

Kumamaru, H., Gagne, J. J., Glynn, R. J., Setoguchi, S. & Schneeweiss, S., Aug 1 2016, In : Journal of clinical epidemiology. 76, p. 200-208 9 p.

Research output: Contribution to journalArticle

12 Scopus citations

Dimension reduction and shrinkage methods for high dimensional disease risk scores in historical data

Kumamaru, H., Schneeweiss, S., Glynn, R. J., Setoguchi, S. & Gagne, J. J., Apr 5 2016, In : Emerging Themes in Epidemiology. 13, 1, 5.

Research output: Contribution to journalArticle

11 Scopus citations

The systemic juvenile idiopathic arthritis cohort of the childhood arthritis and rheumatology research alliance registry: 2010-2013

CARRA Legacy Registry Investigators, Sep 2016, In : Journal of Rheumatology. 43, 9, p. 1755-1762 8 p.

Research output: Contribution to journalArticle

20 Scopus citations

Use of the landmark method to address immortal person-time bias in comparative effectiveness research: a simulation study

Mi, X., Hammill, B. G., Curtis, L. H., Lai, E. C. C. & Setoguchi, S., Nov 20 2016, In : Statistics in Medicine. 35, 26, p. 4824-4836 13 p.

Research output: Contribution to journalArticle

22 Scopus citations
2015

Comparative adherence to oral hormonal agents in older women with breast cancer

Cheung, W. Y., Lai, E. C. C., Ruan, J. Y., Chang, J. T. & Setoguchi, S., Jun 13 2015, In : Breast Cancer Research and Treatment. 152, 2, p. 419-427 9 p.

Research output: Contribution to journalArticle

8 Scopus citations

Databases in the Asia-pacific region: The potential for a distributed network approach

Lai, E. C. C., Man, K. K. C., Chaiyakunapruk, N., Cheng, C. L., Chien, H. C., Chui, C. S. L., Dilokthornsakul, P., Hardy, N. C., Hsieh, C. Y., Hsu, C. Y., Kubota, K., Lin, T. C., Liu, Y., Park, B. J., Pratt, N., Roughead, E. E., Shin, J. Y., Watcharathanakij, S., Wen, J., Wong, I. C. K. & 3 others, Yang, Y. H. K., Zhang, Y. & Setoguchi, S., Oct 1 2015, In : Epidemiology. 26, 6, p. 815-820 6 p.

Research output: Contribution to journalArticle

25 Scopus citations

Outcomes after carotid artery stenting in Medicare beneficiaries, 2005 to 2009

Jalbert, J. J., Nguyen, L. L., Gerhard-Herman, M. D., Jaff, M. R., White, C. J., Rothman, A. T., Seeger, J. D., Kumamaru, H., Williams, L. A., Chen, C. Y., Liu, J., Tsai, T. T., Aronow, H. D., Johnston, J. A., Brott, T. G. & Setoguchi, S., Mar 1 2015, In : JAMA Neurology. 72, 3, p. 276-286 11 p.

Research output: Contribution to journalArticle

50 Scopus citations

Real world effectiveness of primary implantable cardioverter defibrillators implanted during hospital admissions for exacerbation of heart failure or other acute co-morbidities: Cohort study of older patients with heart failure

Chen, C. Y., Stevenson, L. W., Stewart, G. C., Bhatt, D. L., Desai, M., Seeger, J. D., Williams, L., Jalbert, J. J. & Setoguchi, S., Jul 14 2015, In : BMJ (Online). 351, h3529.

Research output: Contribution to journalArticle

18 Scopus citations

Relationship between physician and hospital procedure volume and mortality after carotid artery stenting among medicare beneficiaries

Jalbert, J. J., Gerhard-Herman, M. D., Nguyen, L. L., Jaff, M. R., Kumamaru, H., Williams, L. A., Chen, C. Y., Liu, J., Seeger, J. D., Rothman, A. T., Schneider, P., Brott, T. G., Tsai, T. T., Aronow, H. D., Johnston, J. A. & Setoguchi, S., Oct 1 2015, In : Circulation: Cardiovascular Quality and Outcomes. 8, 6_suppl_3, p. S81-S89

Research output: Contribution to journalArticle

9 Scopus citations

Risk of pneumonia in new users of cholinesterase inhibitors for dementia

Lai, E. C. C., Wong, M. B., Iwata, I., Zhang, Y., Hsieh, C. Y., Kao Yang, Y. H. & Setoguchi, S., May 1 2015, In : Journal of the American Geriatrics Society. 63, 5, p. 869-876 8 p.

Research output: Contribution to journalArticle

7 Scopus citations

Surgeon Case Volume and 30-Day Mortality after Carotid Endarterectomy among Contemporary Medicare Beneficiaries

Kumamaru, H., Jalbert, J. J., Nguyen, L. L., Gerhard-Herman, M. D., Williams, L. A., Chen, C. Y., Seeger, J. D., Liu, J., Franklin, J. M. & Setoguchi, S., May 20 2015, In : Stroke. 46, 5, p. 1288-1294 7 p.

Research output: Contribution to journalArticle

26 Scopus citations

When to conduct probabilistic linkage vs. deterministic linkage? A simulation study

Zhu, Y., Matsuyama, Y., Ohashi, Y. & Setoguchi, S., Aug 1 2015, In : Journal of Biomedical Informatics. 56, p. 80-86 7 p.

Research output: Contribution to journalArticle

24 Scopus citations
2014

Antidepressant use in pregnancy and the risk of cardiac defects

Huybrechts, K. F., Palmsten, K., Avorn, J., Cohen, L. S., Holmes, L. B., Franklin, J. M., Mogun, H., Levin, R., Kowal, M., Setoguchi, S. & Hernández-Díaz, S., Jan 1 2014, In : New England Journal of Medicine. 370, 25, p. 2397-2407 11 p.

Research output: Contribution to journalArticle

165 Scopus citations

Association between the choice of IV crystalloid and in-hospital mortality among critically Ill adults with sepsis

Raghunathan, K., Shaw, A., Nathanson, B., Stürmer, T., Brookhart, A., Stefan, M. S., Setoguchi, S., Beadles, C. & Lindenauer, P. K., Jul 2014, In : Critical care medicine. 42, 7, p. 1585-1591 7 p.

Research output: Contribution to journalArticle

230 Scopus citations

Influence of healthy candidate bias in assessing clinical effectiveness for implantable cardioverter-defibrillators: Cohort study of older patients with heart failure open access

Setoguchi, S., Stevenson, L. W., Stewart, G. C., Bhatt, D. L., Epstein, A. E., Desai, M., Williams, L. A. & Chen, C. Y., May 8 2014, In : BMJ (Online). 348, g2866.

Research output: Contribution to journalArticle

19 Scopus citations

Lifestyle factors as predictors of nonadherence to statin therapy among patients with and without cardiovascular comorbidities

Halava, H., Korhonen, M. J., Huupponen, R., Setoguchi, S., Pentti, J., Kivimäki, M. & Vahtera, J., Sep 2 2014, In : CMAJ. 186, 12, p. E449-E456

Research output: Contribution to journalArticle

21 Scopus citations

Linkage of a de-identified united states rheumatoid arthritis registry with administrative data to facilitate comparative effectiveness research

Curtis, J. R., Chen, L., Bharat, A., Delzell, E., Greenberg, J. D., Harrold, L., Kremer, J., Setoguchi, S., Solomon, D. H., Xie, F. & Yun, H., Dec 1 2014, In : Arthritis Care and Research. 66, 12, p. 1790-1798 9 p.

Research output: Contribution to journalArticle

32 Scopus citations

Methodological considerations in observational comparative effectiveness research for implantable medical devices: An epidemiologic perspective

Jalbert, J. J., Ritchey, M. E., Mi, X., Chen, C. Y., Hammill, B. G., Curtis, L. H. & Setoguchi, S., Nov 1 2014, In : American journal of epidemiology. 180, 9, p. 949-958 10 p.

Research output: Contribution to journalArticle

3 Scopus citations

Predicting nursing home placement among home- and community-based services program participants

Greiner, M. A., Qualls, L. G., Iwata, I., White, H. K., Molony, S. L., Sullivan, M. T., Burke, B., Schulman, K. A. & Setoguchi Iwata, S., Jan 1 2014, In : The American journal of managed care. 20, 12, p. e535-e536

Research output: Contribution to journalArticle

12 Scopus citations

Use of combination antihypertensive therapy initiation in older americans without prevalent cardiovascular disease

Li, X., Camelo Castillo, W., Stürmer, T., Pate, V., Gray, C. L., Simpson, R. J., Setoguchi, S., Hanson, L. C. & Funk, M. J., Sep 1 2014, In : Journal of the American Geriatrics Society. 62, 9, p. 1729-1735 7 p.

Research output: Contribution to journalArticle

2 Scopus citations

Validity of claims-based stroke algorithms in contemporary medicare data: Reasons for geographic and racial differences in stroke (REGARDS) study linked with medicare claims

Kumamaru, H., Judd, S. E., Curtis, J. R., Ramachandran, R., Hardy, N. C., Rhodes, J. D., Safford, M. M., Kissela, B. M., Howard, G., Jalbert, J. J., Brott, T. G. & Setoguchi, S., Jul 1 2014, In : Circulation: Cardiovascular Quality and Outcomes. 7, 4, p. 611-619 9 p.

Research output: Contribution to journalArticle

69 Scopus citations

Validity of deterministic record linkage using multiple indirect personal identifiers linking a large registry to claims data

Setoguchi, S., Zhu, Y., Jalbert, J. J., Williams, L. A. & Chen, C. Y., May 2014, In : Circulation: Cardiovascular Quality and Outcomes. 7, 3, p. 475-480 6 p.

Research output: Contribution to journalArticle

28 Scopus citations

Validity of non-fatal idiopathic serious ventricular arrhythmia in UK-based Clinical Practice Research Datalink

Li, L., Setoguchi, S. & Jick, S., Sep 2014, In : Pharmacoepidemiology and drug safety. 23, 9, p. 999-1001 3 p.

Research output: Contribution to journalArticle

2013

Algorithms to estimate the beginning of pregnancy in administrative databases

Margulis, A. V., Setoguchi, S., Mittleman, M. A., Glynn, R. J., Dormuth, C. R. & Hernández-Díaz, S., Jan 2013, In : Pharmacoepidemiology and drug safety. 22, 1, p. 16-24 9 p.

Research output: Contribution to journalArticle

67 Scopus citations

Anticoagulation and clinical outcomes in heart failure patients with atrial fibrillation: Findings from the ADHERE registry

Eapen, Z. J., Mi, X., Fonarow, G. C., Setoguchi, S., Piccini, J. P., Mills, R. M., Klaskala, W., Curtis, L. H. & Hernandez, A. F., Dec 1 2013, In : Journal of Atrial Fibrillation. 6, 4, p. 10-16 7 p.

Research output: Contribution to journalArticle

Antidepressant use and risk for preeclampsia

Palmsten, K., Huybrechts, K. F., Michels, K. B., Williams, P. L., Mogun, H., Setoguchi, S. & Hernández-Díaz, S., Sep 1 2013, In : Epidemiology. 24, 5, p. 682-691 10 p.

Research output: Contribution to journalArticle

47 Scopus citations

Appropriateness of cardiovascular care in elderly adult cancer survivors

Cheung, W. Y., Levin, R. & Setoguchi, S., Jun 1 2013, In : Medical Oncology. 30, 2, 561.

Research output: Contribution to journalArticle

4 Scopus citations

Claims-Based Definition of Death in Japanese Claims Database: Validity and Implications

Ooba, N., Setoguchi, S., Ando, T., Sato, T., Yamaguchi, T., Mochizuki, M. & Kubota, K., May 31 2013, In : PloS one. 8, 5, e66116.

Research output: Contribution to journalArticle

18 Scopus citations

Enrollment and events of hospice patients with heart failure vs. cancer

Cheung, W. Y., Schaefer, K., May, C. W., Glynn, R. J., Curtis, L. H., Stevenson, L. W. & Setoguchi Iwata, S., Mar 1 2013, In : Journal of Pain and Symptom Management. 45, 3, p. 552-560 9 p.

Research output: Contribution to journalArticle

25 Scopus citations