Cited by 1,039Advanced Causal Inference TechniquesStatistical Methods in Clinical TrialsMeta-analysis and systematic reviews

The DOI matches its Crossref record; 28 of the 29 references it cites were found in a registry or an index.

Estimation of Causal Effects using Propensity Score Weighting: An Application to Data on Right Heart Catheterization

Hirano, Keisuke, Imbens, Guido W.·2001·Health Services and Outcomes Research Methodology

DOI 10.1023/a:1020371312283

Open this paper in CoChat — free account

Integrity signals

Registry

Crossref · 10.1023/a:1020371312283

Cites

28 of 28 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

We couldn’t retrieve this paper’s full text, so its claims and self-check weren’t run. The registry and citation checks still apply.

The central role of the propensity score in observational studies for causal effects
ROSENBAUM, P. R., & RUBIN, D. B. (1983) · Biometrika · doi:10.1093/biomet/70.1.41 · Cited by 31,241
Matching as an econometric evaluation estimator: Evidence from evaluating a job training programme
Heckman, J. J., Ichimura, H., & Todd, P. E. (1997) · The Review of Economic Studies · doi:10.2307/2971733 · Cited by 5,486
A generalization of sampling without replacement from a finite universe
Horvitz, D. G., & Thompson, D. J. (1952) · Journal of the American Statistical Association · doi:10.1080/01621459.1952.10483446 · Cited by 4,293
Matching As An Econometric Evaluation Estimator
Heckman, J. J., Ichimura, H., & Todd, P. (1998) · Review of Economic Studies · doi:10.1111/1467-937x.00044 · Cited by 3,807
Reducing Bias in Observational Studies Using Subclassification on the Propensity Score
Rosenbaum, P. R., & Rubin, D. B. (1984) · Journal of the American Statistical Association · doi:10.1080/01621459.1984.10478078 · Cited by 3,082
A Generalization of Sampling Without Replacement From a Finite Universe
Horvitz, D. G., & Thompson, D. J. (1952) · Journal of the American Statistical Association · doi:10.2307/2280784 · Cited by 3,011
The Effectiveness of Right Heart Catheterization in the Initial Care of Critically III Patients
Connors, A. F. (1996) · JAMA · doi:10.1001/jama.276.11.889 · Cited by 2,434
Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
Robins, J. M., Rotnitzky, A. G., & Zhao, L. P. (1995) · Journal of the American Statistical Association · doi:10.1080/01621459.1995.10476493 · Cited by 1,597
Subset Selection in Regression
Miller, A. J. (2003) · Technometrics · doi:10.1198/tech.2003.s144 · Cited by 1,501
Matching using estimated propensity scores: relating theory to practice.
Rubin, D., & Thomas, N. (1996) · Biometrics · doi:10.1017/cbo9780511810725.024 · Cited by 1,445

Show all 29 references

Research works printed but not linked: 1

P. Rosenbaum, Observational Studies, Springer Verlag, 1985. ESTIMATION OF CAUSAL EFFECTS USING PROPENSITY SCORE WEIGHTING 277

Sorted by citations

Items 101–200 of 1,000

Bias-reduced doubly robust estimation
Vermeulen, K., & Vansteelandt, S. (2015) · Journal of the American Statistical Association · doi:10.1080/01621459.2014.958155 · Cited by 130
Revisiting the Impact of NCLB High-Stakes School Accountability, Capacity, and Resources
Lee, J., & Reeves, T. D. (2012) · Educational Evaluation and Policy Analysis · doi:10.3102/0162373711431604 · Cited by 129
Difference-in-Differences Method in Comparative Effectiveness Research: Utility with Unbalanced Groups
Zhou, H., Taber, C. R., Arcona, S., & Li, Y. (2016) · Applied Health Economics and Health Policy · doi:10.1007/s40258-016-0249-y · Cited by 126
Propensity Score Weighting and Trimming Strategies for Reducing Variance and Bias of Treatment Effect Estimates: A Simulation Study
Stürmer‎, T., Webster‐Clark, M., Lund, J. L., Wyss, R., Ellis, A. R., Lunt, M., Rothman, K. J., & Glynn, R. J. (2021) · American Journal of Epidemiology · doi:10.1093/aje/kwab041 · Cited by 124
A general double robustness result for estimating average treatment effects
Słoczyński, T., & Wooldridge, J. M. (2018) · Econometric Theory · doi:10.1017/s0266466617000056 · Cited by 122
DOES ACCESS TO IMPROVED SANITATION REDUCE CHILDHOOD DIARRHEA IN RURAL INDIA?
Kumar, S., & Vollmer, S. (2012) · Health Economics · doi:10.1002/hec.2809 · Cited by 122
Covariate balancing propensity score by tailored loss functions
Zhao, Q. (2019) · The Annals of Statistics · doi:10.1214/18-aos1698 · Cited by 129
Insights into different results from different causal contrasts in the presence of effect-measure modification
Stürmer‎, T., Rothman, K. J., & Glynn, R. J. (2006) · Pharmacoepidemiology and Drug Safety · doi:10.1002/pds.1231 · Cited by 120
Healthcare spending and preventive care in high-deductible and consumer-directed health plans.
Buntin, M. B., Haviland, A. M., McDevitt, R. D., & Sood, N. (2011) · PubMed · Cited by 119
Pregnancy outcome following maternal exposure to statins: a multicentre prospective study
Winterfeld, U., Allignol, A., Panchaud, A., Rothuizen, L. E., Merlob, P., Cuppers‐Maarschalkerweerd, B., Vial, T., Stephens, S., Clementi, M., Santis, M. D., et al. (2012) · BJOG An International Journal of Obstetrics & Gynaecology · doi:10.1111/1471-0528.12066 · Cited by 125
Comparing the Cost of Care Provided to Medicare Beneficiaries Assigned to Primary Care Nurse Practitioners and Physicians
Perloff, J., DesRoches, C. M., & Buerhaus, P. (2016) · Health Services Research · doi:10.1111/1475-6773.12425 · Cited by 118
A Cautionary Tale: Using Propensity Scores to Estimate the Effect of Food Stamps on Food Insecurity
Gibson‐Davis, C. M., & Foster, E. M. (2006) · Social Service Review · doi:10.1086/499416 · Cited by 117
Drawing Causal Inferences Using Propensity Scores: A Practical Guide for Community Psychologists
Lanza, S. T., Moore, J. E., & Butera, N. M. (2013) · American Journal of Community Psychology · doi:10.1007/s10464-013-9604-4 · Cited by 123
Breaking the “iron rice bowl:” Evidence of precautionary savings from the chinese state-owned enterprises reform
He, H. Z., Huang, F. Y., Liu, Z., & Zhu, D. (2017) · Journal of Monetary Economics · doi:10.1016/j.jmoneco.2017.12.002 · Cited by 115
Propensity score weighting analysis and treatment effect discovery
Mao, H., Li, L., & Greene, T. (2018) · Statistical Methods in Medical Research · doi:10.1177/0962280218781171 · Cited by 123
Police contact and health among urban adolescents: The role of perceived injustice
McFarland, M. J., Geller, A., & McFarland, C. A. S. (2019) · Social Science & Medicine · doi:10.1016/j.socscimed.2019.112487 · Cited by 115
Adjuvant Letrozole and Tamoxifen Alone or Sequentially for Postmenopausal Women With Hormone Receptor–Positive Breast Cancer: Long-Term Follow-Up of the BIG 1-98 Trial
Ruhstaller, T., Giobbie‐Hurder, A., Colleoni, M. A., Jensen, M., Ejlertsen, B., de Azambuja, E., Neven, P., Láng, I., Jakobsen, E. H., Gladieff, L., et al. (2018) · Journal of Clinical Oncology · doi:10.1200/jco.18.00440 · Cited by 111
The impacts of speed cameras on road accidents: An application of propensity score matching methods
Li, H., Graham, D. J., & Majumdar, A. (2013) · Accident Analysis & Prevention · doi:10.1016/j.aap.2013.08.003 · Cited by 110
Outcomes Following Coronary Stenting in the Era of Bare-Metal vs the Era of Drug-Eluting Stents
Malenka, D. J. (2008) · JAMA · doi:10.1001/jama.299.24.2868 · Cited by 110
Good for the environment, good for business: Foreign acquisitions and energy intensity
Brucal, A., Javorcik, B. S., & Love, I. (2019) · Journal of International Economics · doi:10.1016/j.jinteco.2019.07.002 · Cited by 109
The Child and Adult Care Food Program and the nutrition of preschoolers
Korenman, S. D., Abner, K., Kaestner, R. J., & Gordon, R. A. (2012) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2012.07.007 · Cited by 108
The impact of indoor air pollution on health outcomes and cognitive abilities: empirical evidence from China
Qiu, Y., Yang, F., & Lai, W. (2019) · Population and Environment · doi:10.1007/s11111-019-00317-6 · Cited by 107
Are there lasting impacts of aid to poor areas?
Chen, S., Mu, R., & Ravallion, M. D. (2008) · Journal of Public Economics · doi:10.1016/j.jpubeco.2008.10.010 · Cited by 107
Changes in neighborhood poverty from 1990 to 2000 and youth's problem behaviors.
Leventhal, T., & Jeanne Brooks-gunn, B. (2011) · Developmental Psychology · doi:10.1037/a0025314 · Cited by 104
Fungibility and the flypaper effect of project aid: Micro-evidence for Vietnam
van de Walle, D., & Mu, R. (2007) · Journal of Development Economics · doi:10.1016/j.jdeveco.2006.12.005 · Cited by 105
Mobile Phone Coverage and Producer Markets: Evidence from West Africa
Aker, J. C., & Marcel Fafchamps, A. (2014) · doi:10.1596/1813-9450-6986 · Cited by 104
Outcomes After Out-of-Hospital Cardiac Arrest Treated by Basic vs Advanced Life Support
Sanghavi, P., Jena, A. B., Newhouse, J. P., & Zaslavsky, A. M. (2014) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2014.5420 · Cited by 111
Early academic skills and childhood experiences across the urban–rural continuum
Miller, P. L., & Votruba‐Drzal, E. (2012) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2012.12.005 · Cited by 115
Gender and agricultural productivity: implications of the Farm Input Subsidy Program in Malawi
Karamba, R. W., & Winters, P. (2015) · Agricultural Economics · doi:10.1111/agec.12169 · Cited by 102
The Effect of Transition Planning Participation and Goal-Setting on College Enrollment Among Youth With Autism Spectrum Disorders
Wei, X., Wagner, M. M., Hudson, L., Yu, J. W., & Javitz, H. S. (2015) · Remedial and Special Education · doi:10.1177/0741932515581495 · Cited by 118
Optimal Food Price Stabilization in a Small Open Developing Country1
Gouel, C. B., & Jean, S. (2013) · The World Bank Economic Review · doi:10.1093/wber/lht018 · Cited by 100
Hospice Enrollment and Evaluation of Its Causal Effect on Hospitalization of Dying Nursing Home Patients
Gozalo, P. L., & Miller, S. C. (2006) · Health Services Research · doi:10.1111/j.1475-6773.2006.00623.x · Cited by 100
Assessing the Effectiveness of a College Freshman Seminar Using Propensity Score Adjustments
Clark, M. H., & Cundiff, N. L. (2011) · Research in Higher Education · doi:10.1007/s11162-010-9208-x · Cited by 99
Prevalence and co-occurrence of violence, substance use and disorder, and HIV risk behavior: a comparison of sheltered and low-income housed women in Los Angeles County
Wenzel, S. L., Tucker, J. S., Elliott, M. N., Hambarsoomians, K., Perlman, J., Becker, K. M., Kollross, C., & Golinelli, D. (2004) · Preventive Medicine · doi:10.1016/j.ypmed.2004.02.027 · Cited by 99
On the Specification of Propensity Scores, With Applications to the Analysis of Trade Policies
Millimet, D. L., & Tchernis, R. (2009) · Journal of Business and Economic Statistics · doi:10.1198/jbes.2009.06045 · Cited by 99
Can mobile phone-based animated videos induce learning and technology adoption among low-literate farmers? A field experiment in Burkina Faso
Maredia, M. K., Reyes, B., Ba, M. N., Dabiré, C., Pittendrigh, B. R., & Bello‐Bravo, J. (2017) · Information Technology for Development · doi:10.1080/02681102.2017.1312245 · Cited by 98
Reassessing the WIC effect: Evidence from the Pregnancy Nutrition Surveillance System
Joyce, T., Racine, A. D., & Yunzal‐Butler, C. (2008) · Journal of Policy Analysis and Management · doi:10.1002/pam.20325 · Cited by 98
Digoxin Associates with Mortality in ESRD
Chan, K. E., Lazarus, J. M., & Hakim, R. M. (2010) · Journal of the American Society of Nephrology · doi:10.1681/asn.2009101047 · Cited by 98
Orphanhood and human capital destruction: Is there persistence into adulthood?
Beegle, K., De Weerdt, J., & Dercon, S. (2010) · Demography · doi:10.1353/dem.0.0094 · Cited by 96
Rural Roads And Poor Area Development In Vietnam
Mu, R., & van de Walle, D. (2007) · World Bank, Washington, DC eBooks · doi:10.1596/1813-9450-4340 · Cited by 96
Using propensity scores to estimate effects of treatment initiation decisions: State of the science
Webster‐Clark, M., Stürmer‎, T., Wang, T., Man, K. K. C., Marinac‐Dabic, D., Rothman, K. J., Ellis, A. R., Gokhale, M., Lunt, M., Girman, C. J., et al. (2020) · Statistics in Medicine · doi:10.1002/sim.8866 · Cited by 101
Adjustments and their Consequences-Collapsibility Analysis using Graphical Models
Greenland, S., & Pearl, J. (2011) · International Statistical Review · doi:10.1111/j.1751-5823.2011.00158.x · Cited by 91
The Impact of Bolsa Família on Schooling
de Brauw, A., Gilligan, D., Hoddinott, J. F., & Roy, S. (2015) · World Development · doi:10.1016/j.worlddev.2015.02.001 · Cited by 92
Race/ethnic differentials in the health consequences of caring for grandchildren for grandparents
Chen, F., Mair, C. A., Bao, L., & Yang, Y. C. (2015) · The Journals of Gerontology Series B: Psychological Sciences and Social Sciences · doi:10.1093/geronb/gbu160 · Cited by 110
How Do Proxy Responses and Proxy‐Assisted Responses Differ from What Medicare Beneficiaries Might Have Reported about Their Health Care?
Elliott, M. N., Beckett, M. K., Chong, K., Hambarsoomians, K., & Hays, R. D. (2008) · Health Services Research · doi:10.1111/j.1475-6773.2007.00820.x · Cited by 90
Conditional Cash Transfers and Agricultural Production: Lessons from the Oportunidades Experience in Mexico
Todd, J. E., Winters, P., & Hertz, T. (2009) · The Journal of Development Studies · doi:10.1080/00220380903197945 · Cited by 90
On a Class of Bias-Amplifying Variables that Endanger Effect EstimatesPreprint
Pearl, J. (2010) · Conference on Uncertainty in Artificial Intelligence · doi:10.48550/arxiv.1203.3503 · Cited by 188
Doubly Robust Internal Benchmarking and False Discovery Rates for Detecting Racial Bias in Police Stops
Ridgeway, G. K., & MacDonald, J. M. (2009) · Journal of the American Statistical Association · doi:10.1198/jasa.2009.0034 · Cited by 89
Regularized calibrated estimation of propensity scores with model misspecification and high-dimensional data
Tan, Z. (2019) · Biometrika · doi:10.1093/biomet/asz059 · Cited by 88
Sequential Causal Models for the Evaluation of Labor Market Programs
Lechner, M. (2009) · Journal of Business and Economic Statistics · doi:10.1198/jbes.2009.0006 · Cited by 83
Post-Hospital Medical Respite Care and Hospital Readmission of Homeless Persons
Kertesz, S., Posner, M. A., O'Connell, J., Swain, S., Mullins, A., Shwartz, M., & Ash, A. (2009) · Journal of Prevention & Intervention in the Community · doi:10.1080/10852350902735734 · Cited by 93
Association between repeat hospitalization and early intervention in dialysis patients following hospital discharge
Chan, K. E., Lazarus, J. M., Wingard, R. L., & Hakim, R. M. (2009) · Kidney International · doi:10.1038/ki.2009.199 · Cited by 85
ESTIMATION OF TREATMENT EFFECTS WITHOUT AN EXCLUSION RESTRICTION: WITH AN APPLICATION TO THE ANALYSIS OF THE SCHOOL BREAKFAST PROGRAM
Millimet, D. L., & Tchernis, R. (2012) · Journal of Applied Econometrics · doi:10.1002/jae.2286 · Cited by 85
Chapter 9 Approximate Nonlinear Forecasting Methods
White, H. (2006) · Handbook of economic forecasting · doi:10.1016/s1574-0706(05)01009-8 · Cited by 85
What’s in a relationship? An examination of social capital, race and class in mentoring relationships
Gaddis, S. M. (2012) · Social Forces · doi:10.1093/sf/sos003 · Cited by 84
Evaluation of Analysis Approaches for Latent Class Analysis with Auxiliary Linear Growth Model
Kamata, A., Kara, Y., Patarapichayatham, C., & Lan, P. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.00130 · Cited by 84
Knowledge sharing and safeguarding in R&D collaborations: The role of steering committees in biotechnology alliances
Devarakonda, S. V., & Reuer, J. J. (2018) · Strategic Management Journal · doi:10.1002/smj.2898 · Cited by 85
Race, Neighbourhood Context and Perceptions of Injustice by the Police in Cincinnati
MacDonald, J. M., Stokes, R. J., Ridgeway, G. K., & Riley, K. J. (2007) · Urban Studies · doi:10.1080/00420980701558400 · Cited by 85
Examination of the association between syringe exchange program (SEP) dispensation policy and SEP client‐level syringe coverage among injection drug users
Bluthenthal, R. N., Ridgeway, G. K., Schell, T. L., Anderson, R. L., Flynn, N. M., & Kral, A. H. (2007) · Addiction · doi:10.1111/j.1360-0443.2006.01741.x · Cited by 84
Descriptive Representation and Judicial Outcomes in Multiethnic Societies
Grossman, G., Gazal‐Ayal, O., Pimentel, S. D., & Weinstein, J. M. (2015) · American Journal of Political Science · doi:10.1111/ajps.12187 · Cited by 87
Effects of breast and colorectal cancer on labour market outcomes—Average effects and educational gradients
Heinesen, E., & Kolodziejczyk, C. (2013) · Journal of Health Economics · doi:10.1016/j.jhealeco.2013.08.004 · Cited by 78
Does the Age That Children Start Kindergarten Matter? Evidence of Long-Term Educational and Social Outcomes
Lincove, J. A., & Painter, G. D. (2006) · Educational Evaluation and Policy Analysis · doi:10.3102/01623737028002153 · Cited by 83
Human capital and the quantity–quality trade-off during the demographic transition
Fernihough, A. (2016) · Journal of Economic Growth · doi:10.1007/s10887-016-9138-3 · Cited by 83
The performance of non-experimental designs in the evaluation of environmental programs: A design-replication study using a large-scale randomized experiment as a benchmark
Ferraro, P. J., & Miranda, J. J. (2014) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2014.03.008 · Cited by 85
Design and Evaluation of an External Control Arm Using Prior Clinical Trials and Real-World Data
Ventz, S., Lai, A., Cloughesy, T. F., Wen, P. Y., Trippa, L., & Alexander, B. M. (2019) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-19-0820 · Cited by 80
More is Less: Publicizing Information and Market Feedback
Bird, A., Karolyi, S. A., RUCHTI, T. G., & Truong, P. (2020) · European Finance Review · doi:10.1093/rof/rfaa028 · Cited by 81
Prehospital Helicopter Transport and Survival of Patients With Traumatic Brain Injury
Bekelis, K., Missios, S., & MacKenzie, T. A. (2014) · Annals of Surgery · doi:10.1097/sla.0000000000000672 · Cited by 79
Center-based child care and cognitive skills development: Importance of timing and household resources.
Votruba‐Drzal, E., Coley, R. L., Koury, A. S., & Miller, P. L. (2013) · Journal of Educational Psychology · doi:10.1037/a0032951 · Cited by 78
Adoption and Impact of OER in the Global South
Hodgkinson‐Williams, C., & Arinto, P. (2017) · African Minds eBooks · doi:10.47622/9781928331483 · Cited by 107
Poverty alleviation and local environmental degradation: An empirical analysis in Colombia
Malerba, D. (2019) · World Development · doi:10.1016/j.worlddev.2019.104776 · Cited by 81
Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions
Petersen, E., Potdevin, Y., Mohammadi, E., Zidowitz, S., Breyer, S., Nowotka, D., Henn, S., Pechmann, L., Leucker, M., Rostalski, P., et al. (2022) · IEEE Access · doi:10.1109/access.2022.3178382 · Cited by 92
Estimating Impacts of a Breakfast in the Classroom Program on School Outcomes
Anzman‐Frasca, S., Djang, H. C., Halmo, M. M., Dolan, P. R., & Economos, C. D. (2014) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2014.2042 · Cited by 78
Instrumental variables as bias amplifiers with general outcome and confounding
Ding, P., VanderWeele, T. J., & Robins, J. M. (2017) · Biometrika · doi:10.1093/biomet/asx009 · Cited by 81
Effects of farmer managed natural regeneration on livelihoods in semi-arid West Africa
Binam, J., Place, F., Kalinganiré, A., Sigue, H., Boureima, M., Tougiani, A. A., Dakouo, J., Mounkoro, B., Sanogo, D., Badji, M., et al. (2015) · Environmental Economics and Policy Studies · doi:10.1007/s10018-015-0107-4 · Cited by 78
Are There Lasting Impacts Of Aid To Poor Areas ? Evidence From Rural China
Mu, R., Chen, S., & Ravallion, M. D. (2006) · World Bank, Washington, DC eBooks · doi:10.1596/1813-9450-4084 · Cited by 77
Mobile Money, Individuals’ Payments, Remittances, and Investments: Evidence from the Ashanti Region, Ghana
Apiors, E. K., & Suzuki, A. (2018) · Sustainability · doi:10.3390/su10051409 · Cited by 85
Does the old-age pension scheme improve household welfare? Evidence from India
Unnikrishnan, V., & Imai, K. S. (2020) · World Development · doi:10.1016/j.worlddev.2020.105017 · Cited by 76
A state-wide quasi-experimental effectiveness study of the scale-up of school-wide Positive Behavioral Interventions and Supports
Pas, E. T., Ryoo, J. H., Musci, R. J., & Bradshaw, C. P. (2019) · Journal of School Psychology · doi:10.1016/j.jsp.2019.03.001 · Cited by 76
Propensity score methods to control for confounding in observational cohort studies: a statistical primer and application to endoscopy research
Yang, J. Y., Webster‐Clark, M., Lund, J. L., Sandler, R. S., Dellon, E. S., & Stürmer‎, T. (2019) · Gastrointestinal Endoscopy · doi:10.1016/j.gie.2019.04.236 · Cited by 77
Adaptation to climate change in Afghanistan: Evidence on the impact of external interventions
Jawid, A., & Khadjavi, M. (2019) · Economic Analysis and Policy · doi:10.1016/j.eap.2019.07.010 · Cited by 76
The impact of issuer-pay on corporate bond rating properties: Evidence from Moody׳s and S&P׳s initial adoptions
Bonsall, S. B. (2014) · Journal of Accounting and Economics · doi:10.1016/j.jacceco.2014.01.001 · Cited by 75
Adjusting for health status in non-linear models of health care disparities
Cook, B. L., McGuire, T. G., Meara, E. R., & Zaslavsky, A. M. (2008) · Health Services and Outcomes Research Methodology · doi:10.1007/s10742-008-0039-6 · Cited by 77
Tax Me, but Spend Wisely? Sources of Public Finance and Government Accountability
Gadenne, L. (2017) · American Economic Journal: Applied Economics · doi:10.1257/app.20150509 · Cited by 165
Online Reviews and Information Overload: The Role of Selective, Parsimonious, and Concordant Top Reviews
Jabr, W., & Rahman, M. S. (2022) · MIS Quarterly · doi:10.25300/misq/2022/16169 · Cited by 83
Alleviating Deforestation Pressures? Impacts of Improved Stove Dissemination on Charcoal Consumption in Urban Senegal
Bensch, G., & Peters, J. (2013) · Land Economics · doi:10.3368/le.89.4.676 · Cited by 84
Bolsa Família and Household Labor Supply
de Brauw, A., Gilligan, D., Hoddinott, J. F., & Roy, S. (2015) · Economic Development and Cultural Change · doi:10.1086/680092 · Cited by 74
Characteristics of persons who die on their first suicide attempt: results from the National Violent Death Reporting System
Jordan, J. T., & McNiel, D. E. (2019) · Psychological Medicine · doi:10.1017/s0033291719001375 · Cited by 74
Adherence and persistence of single-pill ARB/CCB combination therapy compared to multiple-pill ARB/CCB regimens
Zeng, F., Patel, B. V., Andrews, L., Frech‐Tamas, F., & Rudolph, A. E. (2010) · Current Medical Research and Opinion · doi:10.1185/03007995.2010.534129 · Cited by 73
Effect of Depression Treatment on Chronic Pain Outcomes
Teh, C. F., Zaslavsky, A. M., Reynolds, C. F., & Cleary, P. D. (2009) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3181c2a7a8 · Cited by 76
The safety of intravenous diuretics alone versus diuretics plus parenteral vasoactive therapies in hospitalized patients with acutely decompensated heart failure: A propensity score and instrumental variable analysis using the Acutely Decompensated Heart Failure National Registry (ADHERE) database
Costanzo, M. R., Johannes, R. S., Pine, M. B., Gupta, V., Saltzberg, M., Hay, J. W., Yancy, C. W., & Fonarow, G. C. (2007) · American Heart Journal · doi:10.1016/j.ahj.2007.04.033 · Cited by 73
Online Social Cognition Training in Schizophrenia: A Double-Blind, Randomized, Controlled Multi-Site Clinical Trial
Nahum, M., Lee, H., Fisher, M., Green, M. F., Hooker, C. I., Ventura, J., Jordan, J. T., Rose, A., Kim, S., Haut, K. M., et al. (2020) · Schizophrenia Bulletin · doi:10.1093/schbul/sbaa085 · Cited by 72
Exploring Robust Methods for Evaluating Treatment and Comparison Groups in Chronic Care Management Programs
Wells, A. R., Hamar, B., Bradley, C., Gandy, W. M., Harrison, P. L., Sidney, J. A., Coberley, C. R., Rula, E. Y., & Pope, J. E. (2012) · Population Health Management · doi:10.1089/pop.2011.0104 · Cited by 72
One year of preschool or two: Is it important for adult outcomes?
Arteaga, I. A., Humpage, S. D., Reynolds, A. J., & Temple, J. A. (2013) · Economics of Education Review · doi:10.1016/j.econedurev.2013.07.009 · Cited by 79
Does NBPTS Certification Affect the Number of Colleagues a Teacher Helps With Instructional Matters?
Frank, K. A., Sykes, G., Anagnostopoulos, D., Cannata, M. A., Chard, L., Krause, A. E., & McCrory, R. (2008) · Educational Evaluation and Policy Analysis · doi:10.3102/0162373707313781 · Cited by 71
Assessing the Impact of Training on Lowland Rice Productivity in an African Setting: Evidence from Uganda
Kijima, Y., Ito, Y., & Otsuka, K. (2012) · World Development · doi:10.1016/j.worlddev.2012.04.008 · Cited by 70
Doubly Robust Estimation of Causal Effects with Multivalued Treatments: An Application to the Returns to Schooling
Uysal, S. D. (2014) · Journal of Applied Econometrics · doi:10.1002/jae.2386 · Cited by 74
Adherence with single-pill amlodipine/atorvastatin vs a two-pill regimen.
Patel, B. V., Leslie, R. S., Thiebaud, P., Nichol, M. B., Tang, S. S. K., Solomon, H., Honda, D., & Foody, J. M. (2008) · PubMed Central · Cited by 70
Propensity score estimators for the average treatment effect and the average treatment effect on the treated may yield very different estimates
Pirracchio, R., Carone, M., Resche‐Rigon, M., Caruana, E., Mebazaa, A., & Chevret, S. (2013) · Statistical Methods in Medical Research · doi:10.1177/0962280213507034 · Cited by 69
The Impact of Medicare Part D on Medication Adherence Among Older Adults Enrolled in Medicare-Advantage Products
Zhang, Y., Lave, J. R., Donohue, J. M., Fischer, M. A., Chernew, M. E., & Newhouse, J. P. (2010) · Medical Care · doi:10.1097/mlr.0b013e3181d68978 · Cited by 71
TRYGVE HAAVELMO AND THE EMERGENCE OF CAUSAL CALCULUS
Pearl, J. (2014) · Econometric Theory · doi:10.1017/s0266466614000231 · Cited by 64

Authors: Hirano, K., & Imbens, G. W.
Affiliations: University of Miami (US)
University of California, Berkeley (US)
ORCID: Hirano, Keisuke
Imbens, Guido W.
Venue: Health Services and Outcomes Research Methodology
Publisher: Springer Science and Business Media LLC
Published: 2001-12
Volume: 2
Issue: 3-4
Pages: 259-278
ISSN: 1387-3741 (ISSN-L)
1572-9400
DOI: 10.1023/a:1020371312283
OpenAlex: W2176874128
Cited by: 1,039
References: 29
Citations by year: 2026: 35 · 2025: 39 · 2024: 51 · 2023: 38 · 2022: 49 · 2021: 61 · 2020: 61 · 2019: 51 · 2018: 62 · 2017: 44 · 2016: 57 · 2015: 75 · 2014: 85 · 2013: 74 · 2012: 62
FWCI: 2.19
Type: journal article
Language: en
Open access: closed
Licence: www.springernature.com/gp/researchers/text-and-data-mining (tdm)
www.springernature.com/gp/researchers/text-and-data-mining (vor)
Locations: Health Services and Outcomes Research Methodology (publishedVersion)
Funders: National Science Foundation
Topics: Physical Sciences › Mathematics › Statistics and Probability › Advanced Causal Inference Techniques
Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
Keywords: causal effect estimation, propensity score weighting, right heart catheterization, regression adjustment, feature selection, estimator stability

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

Estimation of Causal Effects using Propensity Score Weighting: An Application to Data on Right Heart Catheterization

Overview

Integrity signals

Verification

Claims the paper makes

Citations

Cites

Cited by

Related

Metadata

Record

About these checks