Cited by 496Statistical Methods in EpidemiologyStatistical Methods and Bayesian InferenceStatistical Methods and Applications

The DOI matches its Crossref record; 7 of the 7 references it cites were found in a registry or an index.

The importance of assessing the fit of logistic regression models: a case study.

Open access

Hosmer, D W, Taber, S, Lemeshow, S·1991·American Journal of Public Health

DOI 10.2105/ajph.81.12.1630PMC PMC1405276

Open this paper in CoChat — free account Open PDF

Abstract

BACKGROUND: The logistic regression model is being used with increasing frequency in all areas of public health research. In the calendar year 1989, over 30% of the articles published in the American Journal of Public Health employed some form of logistic regression modeling. In spite of this increase, there has been no commensurate increase in the use of commonly available methods for assessing model adequacy. METHODS: We review the current status of the use of logistic regression modeling in the American Journal of Public Health. We present a brief overview of currently available and easily used methods for assessing the adequacy of a fitted logistic regression model. RESULTS: An example is used to demonstrate the methods as well as a few of the adverse consequences of failing to assess the fit of the model. One important adverse consequence illustrated in the example is the inclusion of variables in the model as a result of the influence of one subject. CONCLUSIONS: Failure to address model adequacy may lead to misleading or incorrect inferences. Recommendations are made for the use of methods for assessing model adequacy and for future editorial policy in regard to the review of articles using logistic regression.

Integrity signals

Registry

Crossref · 10.2105/ajph.81.12.1630

Cites

7 of 7 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.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Modeling and variable selection in epidemiologic analysis
Greenland, S. (1989) · American Journal of Public Health · doi:10.2105/ajph.79.3.340 · Cited by 2,208
A REVIEW OF GOODNESS OF FIT STATISTICS FOR USE IN THE DEVELOPMENT OF LOGISTIC REGRESSION MODELS1
LEMESHOW, S., & HOSMER, D. W. (1982) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a113284 · Cited by 1,947
Self-citation
Goodness of fit tests for the multiple logistic regression model
Hosmer, D., & Lemesbow, S. (1980) · Communication in Statistics- Theory and Methods · doi:10.1080/03610928008827941 · Cited by 1,780
Self-citation
Logistic Regression Diagnostics
Pregibon, D. (1981) · The Annals of Statistics · doi:10.1214/aos/1176345513 · Cited by 1,303
Best Subsets Logistic Regression
Hosmer, D. W., Jovanovic, B. D., & Lemeshow, S. A. (1989) · Biometrics · doi:10.2307/2531779 · Cited by 1,175
Self-citation
Detection of Influential Observation in Linear Regression
Cook, R. D. (1977) · Technometrics · doi:10.2307/1268249 · Cited by 991
Applied regression analysis and other multivariable methods
Kleinbaum, D. G. 1. (1998) · Cited by 929

Flagged first, then by citations

Show all 7 references

Research works printed but not linked: 1

Hosmer DW, 1988, Biometrcal J., 30, 1

Sorted by citations

Items 101–200 of 496

Binary Response Analysis Using Logistic Regression in Dentistry
Srimaneekarn, N., Hayter, A. J., Liu, W., & Tantipoj, C. (2022) · International Journal of Dentistry · doi:10.1155/2022/5358602 · Cited by 72
Tumor Stress-Induced Phosphoprotein1 (STIP1) as a Prognostic Biomarker in Ovarian Cancer
Chao, A., Lai, C., Tsai, C.-L., Hsueh, S., Hsueh, C., Lin, C., Chou, H., Lin, Y.-J., Chen, H.-W., Chang, T., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0057084 · Cited by 66
Sexual Risk Behavior and Condom Use Among Street Youth in Hollywood
Anderson, J. E., Freese, T. E., & Pennbridge, J. N. (1994) · Family Planning Perspectives · doi:10.2307/2136092 · Cited by 66
Medically Advised, Motherʼs Personal Target, and Actual Weight Gain During Pregnancy
Cogswell, M. E., Scanlon, K. S., Fein, S. B., & Schieve, L. A. (1999) · Obstetrics and Gynecology · doi:10.1097/00006250-199910000-00024 · Cited by 65
Factores asociados con la dependencia funcional en los adultos mayores: un análisis secundario del Estudio Nacional sobre Salud y Envejecimiento en México, 2001
Dorantes-Mendoza, G., Ávila‐Funes, J. A., Mejía-Arango, S., & Gutiérrez‐Robledo, L. M. (2007) · Revista Panamericana de Salud Pública · doi:10.1590/s1020-49892007000600001 · Cited by 64
Using and Interpreting Logistic Regression: A Guide for Teachers and Students
Lottes, I. L., DeMaris, A., & Adler, M. A. (1996) · Teaching Sociology · doi:10.2307/1318743 · Cited by 61
Interaction between postural risk factors and job strain on self-reported musculoskeletal symptoms among users of video display units: a three-year prospective study
Lapointe, J., Dionne, C. E., Brisson, C., & Montreuil, S. (2009) · Scandinavian Journal of Work Environment & Health · doi:10.5271/sjweh.1312 · Cited by 61
Retention of First-Year Community College Students
Windham, M. H., Rehfuss, M. C., Williams, C., Pugh, J. V., & Tincher-Ladner, L. (2014) · Community College Journal of Research and Practice · doi:10.1080/10668926.2012.743867 · Cited by 60
Where does the logistic regression analysis stand in marketing literature?
Akıncı, S., Kaynak, E., Atilgan, E., & Aksoy, Ş. (2007) · European Journal of Marketing · doi:10.1108/03090560710737598 · Cited by 59
The influence of socio-demographic factors, treatment perceptions and attitudes to living donation on willingness to consider living kidney donor among kidney transplant candidates
Zimmerman, D. L., Albert, S. E., Llewellyn‐Thomas, H. A., & HAWKER, G. A. (2006) · Nephrology Dialysis Transplantation · doi:10.1093/ndt/gfl218 · Cited by 57
Access to paid in-home assistance among disabled elderly people: do Latinos differ from non-Latino whites?
Wallace, S. P., Levy‐Storms, L., & Ferguson, L. (1995) · American Journal of Public Health · doi:10.2105/ajph.85.7.970 · Cited by 58
An Introduction to Time-Trend Analysis
Birnbaum, D., Ely, J., Dawson, J. D., Lemke, J. H., & Rosenberg, J. (1997) · Infection Control and Hospital Epidemiology · doi:10.1086/647609 · Cited by 57
Evaluation of the Quality of an Injury Surveillance System
Macarthur, C., & Pless, I. B. (1999) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a009856 · Cited by 57
Assessment Framework for the Evaluation and Prioritization of University Inventions for Licensing and Commercialization
Rahal, A. D., & Rabelo, L. C. (2006) · Engineering Management Journal · doi:10.1080/10429247.2006.11431711 · Cited by 57
Diet-Related Risk Factors for Gastric Dilatation-Volvulus in Dogs of High-Risk Breeds
Raghavan, M., Glickman, N. W., McCabe, G. P., Lantz, G. C., & Glickman, L. T. (2004) · Journal of the American Animal Hospital Association · doi:10.5326/0400192 · Cited by 57
Effects of long working hours and the night shift on severe sleepiness among workers with 12‐hour shift systems for 5 to 7 consecutive days in the automobile factories of Korea
Son, M., Kong, J. O., Koh, S. B., Kim, J.-Y., & Härmä, M. (2008) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2008.00675.x · Cited by 57
Effectiveness of a scaled up physical activity intervention in Brazil: A natural experiment
Simões, E. J., Hallal, P. C., Siqueira, F. V., Schmaltz, C., Menor, D., Malta, D. C., Duarte, H., Hino, A. A. F., Mielke, G. I., Pratt, M., et al. (2016) · Preventive Medicine · doi:10.1016/j.ypmed.2016.09.032 · Cited by 57
Preterm low birth weight and periodontal disease among African Americans
Dasanayake, A. P., Russell, S. B., Boyd, D., Madianos, P., Forster, T., & Hill, E. M. (2003) · Dental Clinics of North America · doi:10.1016/s0011-8532(02)00056-3 · Cited by 57
Does Bilateral Internal Thoracic Artery Grafting Increase Long-Term Survival of Diabetic Patients?
Toumpoulis, I. K., Anagnostopoulos, C. E., Balaram, S. K., Swistel, D. G., Ashton, R. C., & DeRose, J. J. (2006) · The Annals of Thoracic Surgery · doi:10.1016/j.athoracsur.2005.07.082 · Cited by 56
Accuracy of a Pharmacovigilance Algorithm in Diagnosing Drug Hypersensitivity Reactions
Benahmed, S., Picot, M., Dumas, F., & Demoly, P. M. (2005) · Archives of Internal Medicine · doi:10.1001/archinte.165.13.1500 · Cited by 56
Cross-sectional community survey of menopause symptoms among Japanese women
Ishizuka, B., Kudo, Y., & Tango, T. (2008) · Maturitas · doi:10.1016/j.maturitas.2008.07.006 · Cited by 55
A multiple family group intervention for first‐time juvenile offenders: Comparisons with probation and dropouts on recidivism
Quinn, W. H., & Dyke, D. J. V. (2004) · Journal of Community Psychology · doi:10.1002/jcop.10085 · Cited by 53
Outcome of critically ill patients with hematological malignancies
Ñamendys-Silva, S. A., González-Herrera, M. O., García-Guillén, F. J., Texcocano-Becerra, J., & Herrera‐Gómez, Á. (2013) · Annals of Hematology · doi:10.1007/s00277-013-1675-7 · Cited by 51
Urinary Tract Infection During Pregnancy: A Risk Factor for Cerebral Palsy?
Polivka, B. J., Nickel, J. T., & Wilkins, J. R. (1997) · Journal of Obstetric, Gynecologic & Neonatal Nursing · doi:10.1111/j.1552-6909.1997.tb02722.x · Cited by 51
Poverty, Environment, and Health
O’Neill, M. S., McMichael, A. J., Schwartz, J. D., & Wartenberg, D. E. (2007) · Epidemiology · doi:10.1097/ede.0b013e3181570ab9 · Cited by 49
The impact of childhood foster care and other out-of-home placement on homeless women and their children.
Zlotnick, C., Robertson, M., & Wright, M. A. (1999) · International Journal of Child Abuse & Neglect · doi:10.1016/s0145-2134(99)00082-4 · Cited by 53
Síntomas de depresión, ansiedad y estrés en estudiantes de odontología: prevalencia y factores relacionados
Vergara, K. A., Cárdenas, S. D., & Martínez, F. D. G. (2013) · Revista Colombiana de Psiquiatría · doi:10.1016/s0034-7450(13)70004-0 · Cited by 48
Importance of Assessing the Model Adequacy of Binary Logistic Regression
Sarkar, S. K., & Midi, H. (2010) · Journal of Applied Sciences · doi:10.3923/jas.2010.479.486 · Cited by 50
Inaccuracy of self-evaluation as additional variable for prediction of students at risk of failing first-year chemistry
Potgieter, M., Ackermann, M., & Fletcher, L. (2010) · Chemistry Education Research and Practice · doi:10.1039/c001042c · Cited by 47
Evaluation of the effect of dietary vegetable consumption on reducing risk of transitional cell carcinoma of the urinary bladder in Scottish Terriers
Raghavan, M., Knapp, D. W., Bonney, P. L., Dawson, M. H., & Glickman, L. T. (2005) · Journal of the American Veterinary Medical Association · doi:10.2460/javma.2005.227.94 · Cited by 46
Smoking and occupation from the European Community Respiratory Health Survey
McCurdy, S. A., Sunyer, J., Zock, J.-P., Anto, J. M., Kogevinas, M., & European Community Respiratory Health Survey Study Group (2003) · Occupational and Environmental Medicine · doi:10.1136/oem.60.9.643 · Cited by 45
A Lipid-modified Phosphoinositide-specific Phospholipase C (TcPI-PLC) Is Involved in Differentiation of Trypomastigotes to Amastigotes of Trypanosoma cruzi
Okura, M., Fang, J., Salto, M. L., Singer, R. S., Docampo, R., & Moreno, S. N. J. (2005) · Journal of Biological Chemistry · doi:10.1074/jbc.m414535200 · Cited by 45
Prognostic factors in patients with systemic lupus erythematosus admitted to the intensive care unit
Ñamendys-Silva, S. A., Baltazar-Torres, J. Á., Rivero-Sigarroa, E., Fonseca-Lazcano, J., Montiel-López, L., & Domínguez‐Cherit, G. (2009) · Lupus · doi:10.1177/0961203309345720 · Cited by 44
A Youth Violence Prevention Program
Gainer, P. S. (1993) · Archives of Surgery · doi:10.1001/archsurg.1993.01420150059011 · Cited by 45
Depression, physical function, and disease activity associated with frailty in patients with rheumatoid arthritis
Kojima, M., Kojima, T., Waguri‐Nagaya, Y., Takahashi, N., Asai, S., Sobue, Y., Nishiume, T., Suzuki, M., Mitsui, H., Kawaguchi, Y., et al. (2020) · Modern Rheumatology · doi:10.1080/14397595.2020.1838402 · Cited by 44
Health literacy assessment in developing countries: a case study in Zambia
Schrauben, S. J., & Wiebe, D. J. (2015) · Health Promotion International · doi:10.1093/heapro/dav108 · Cited by 44
Predictors of Hepatitis B Vaccine Acceptance in Health Care Workers
Doebbeling, B. N., Ferguson, K. J., & Kohout, F. J. (1996) · Medical Care · doi:10.1097/00005650-199601000-00005 · Cited by 43
High- and Intermediate-Risk Human Papillomavirus Infection in Sexually Active Adolescent Females
Lüdicke, F., Stalberg, A., Vassilakos, P., Major, A. L., & Campana, A. (2001) · Journal of Pediatric and Adolescent Gynecology · doi:10.1016/s1083-3188(01)00125-5 · Cited by 42
Gender differences in predictors of self-rated health in Armenia: a population-based study of an economy in transition
Demirchyan, A., Petrosyan, V., & Thompson, M. E. (2012) · International Journal for Equity in Health · doi:10.1186/1475-9276-11-67 · Cited by 42
Factores predictores relacionados con el bienestar general en adolescentes estudiantes de Cartagena, Colombia
Gómez-Bustamante, E. M., & Cogollo, Z. (2010) · Revista de Salud Pública · doi:10.1590/s0124-00642010000100006 · Cited by 51
Sepse na unidade de terapia intensiva: etiologias, fatores prognósticos e mortalidade
Zanon, F., Caovilla, J. J., Michel, R. S., Cabeda, E. V., Ceretta, D. F., Luckemeyer, G. D., Beltrame, C., & Posenatto, N. (2008) · Revista Brasileira de Terapia Intensiva · doi:10.1590/s0103-507x2008000200003 · Cited by 42
Topical flea and tick pesticides and the risk of transitional cell carcinoma of the urinary bladder in Scottish Terriers
Raghavan, M., Knapp, D. W., Dawson, M. H., Bonney, P. L., & Glickman, L. T. (2004) · Journal of the American Veterinary Medical Association · doi:10.2460/javma.2004.225.389 · Cited by 42
Infant hospitalization and maternal depression, poverty and single parenthood – a population‐based study
Guttmann, A., Dick, P. T., & To, T. M. (2003) · Child Care Health and Development · doi:10.1111/j.1365-2214.2004.00390.x · Cited by 41
Thoracoscore predicts midterm mortality in patients undergoing thoracic surgery
Chamogeorgakis, T. P., Connery, C. P., Bhora, F. Y., Nabong, A., & Toumpoulis, I. K. (2007) · Journal of Thoracic and Cardiovascular Surgery · doi:10.1016/j.jtcvs.2007.06.020 · Cited by 41
Using multidimensional health measures in older persons to identify risk of hospitalization and skilled nursing placement
Siu, A. L., Reuben, D. B., Ouslander, J. G., & Osterweil, D. (1993) · Quality of Life Research · doi:10.1007/bf00434797 · Cited by 41
The diagnosis of asthma using a self‐questionnaire in those suffering from allergic rhinitis: a pharmaco‐epidemiological survey in everyday practice in France
Demoly, P. M., Bozonnat, M. C., Dacosta, P., & Daurès, J. (2006) · Allergy · doi:10.1111/j.1398-9995.2006.01112.x · Cited by 41
Increased Reporting of Male-to-Male Sexual Activity in a National Survey
Anderson, J. E., & Stall, R. D. (2002) · Sexually Transmitted Diseases · doi:10.1097/00007435-200211000-00005 · Cited by 40
Does EuroSCORE predict length of stay and specific postoperative complications after coronary artery bypass grafting?
Toumpoulis, I. K., Anagnostopoulos, C. E., DeRose, J. J., & Swistel, D. G. (2005) · International Journal of Cardiology · doi:10.1016/j.ijcard.2004.10.067 · Cited by 39
Factors related to dental health in 12-year-old children: a cross-sectional study in pupils
Chamosa, E. S., & Caamaño‐Isorna, F. (2005) · Gaceta Sanitaria · doi:10.1157/13074366 · Cited by 39
Application of a modified sequential organ failure assessment score to critically ill patients
Ñamendys-Silva, S. A., Silva-Medina, M. A., Vásquez-Barahona, G. M., Baltazar-Torres, J. Á., Rivero-Sigarroa, E., Lazcano, J. A. F., & Domínguez‐Cherit, G. (2013) · Brazilian Journal of Medical and Biological Research · doi:10.1590/1414-431x20122308 · Cited by 38
Constructing a measure of health literacy in Sub-Saharan African countries
McClintock, H. F. D. V., Alber, J. M., Schrauben, S. J., Mazzola, C. M., & Wiebe, D. J. (2019) · Health Promotion International · doi:10.1093/heapro/daz078 · Cited by 38
Informal Care vs. Formal Services
Tennstedt, S. L., Harrow, B. S., & Crawford, S. L. (1996) · Journal of Aging & Social Policy · doi:10.1300/j031v07n03_05 · Cited by 38
Correlates of estuarine survival of Atlantic salmon postsmolts from the Southern Upland, Nova Scotia, Canada
Halfyard, E. A., Gibson, A. J. F., Stokesbury, M. J. W., Ruzzante, D. E., & Whoriskey, F. G. (2013) · Canadian Journal of Fisheries and Aquatic Sciences · doi:10.1139/cjfas-2012-0287 · Cited by 37
Linking Sleep to Hypertension: Greater Risk for Blacks
Pandey, A. K., Williams, N. J., Donat, M., Ceïde, M. E., Brimah, P., Ogedegbe, G. G., McFarlane, S. I., & Jean‐Louis, G. (2013) · International Journal of Hypertension · doi:10.1155/2013/436502 · Cited by 35
Comparison of osteoporosis in US adults with type 1 and type 2 diabetes mellitus
DeShields, S. C., & Cunningham, T. D. (2018) · Journal of Endocrinological Investigation · doi:10.1007/s40618-018-0828-x · Cited by 36
Do blacks and whites differ in their use of health care for symptoms of coronary heart disease?
Crawford, S. L., McGraw, S. A., Smith, K. W., McKinlay, J. B., & Pierson, J. (1994) · American Journal of Public Health · doi:10.2105/ajph.84.6.957 · Cited by 36
Factors associated with bovine tuberculosis confirmation rates in suspect lesions found in cattle at routine slaughter in Great Britain, 2003–2008
Shittu, A., Clifton‐Hadley, R. S., ELY, E. R., Upton, P., & Downs, S. H. (2013) · Preventive Veterinary Medicine · doi:10.1016/j.prevetmed.2013.03.001 · Cited by 33
Sleep Duration and Reported Functional Capacity among Black and White US Adults
Brimah, P., Oulds, F. E., Olafiranye, O., Ceïde, M. E., Dillon, S., Awoniyi, O., Nunes, J., & Jean‐Louis, G. (2013) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.2762 · Cited by 33
Relation of perceived discrimination with depression, insomnia and post-traumatic stress in COVID-19 survivors
Campo‐Arias, A., Pedrozo‐Pupo, J. C., & Caballero‐Domínguez, C. C. (2021) · Psychiatry Research · doi:10.1016/j.psychres.2021.114337 · Cited by 34
Asociación entre síntomas depresivos y consumo abusivo de alcohol en estudiantes de Bucaramanga, Colombia
Rodríguez, D. C. R., Bareño, C. M. D., Rueda, S. J., Herrera, Z. M. S., Díaz‐Martínez, L. A., Rueda-Jaimes, G. E., & Campo‐Arias, A. (2005) · Cadernos de Saúde Pública · doi:10.1590/s0102-311x2005000500012 · Cited by 33
Violent Behavior Among Urban Youth Attending Alternative Schools
Escobar‐Chaves, S. L., Tortolero, S. R., Markham, C. M., Kelder, S. H., & Kapadia, A. S. (2002) · Journal of School Health · doi:10.1111/j.1746-1561.2002.tb03559.x · Cited by 33
Infection as a Trigger of Diabetic Ketoacidosis in Intensive Care--Unit Patients
Azoulay, É., Chevret, S., Didier, J., Neuville, S., Barboteu, M., Bornstain, C., Darmon, M., Gall, J. R. L., Vexiau, P., & Schlemmer, B. (2001) · Clinical Infectious Diseases · doi:10.1086/317554 · Cited by 33
Abnormally wide confidence intervals in logistic regression: interpretation of statistical program results
de Irala, J., Navajas, R. F., & del Castillo, A. S. (1997) · Revista Panamericana de Salud Pública · doi:10.1590/s1020-49891997001000007 · Cited by 33
Prognostic Factors in Critically Ill Patients with Solid Tumours Admitted to an Oncological Intensive Care Unit
Ñamendys-Silva, S. A., Texcocano-Becerra, J., & Herrera‐Gómez, Á. (2010) · Anaesthesia and Intensive Care · doi:10.1177/0310057x1003800214 · Cited by 33
Impact of Feature Selection Techniques on Bug Prediction Models
Muthukumaran, K., Rallapalli, A., & Murthy, N. L. B. (2015) · India Software Engineering Conference · doi:10.1145/2723742.2723754 · Cited by 32
Belonging and Support: Women Veterans' Perceptions of Veteran Service Organizations
Thomas, K. H., Haring, E. L., McDaniel, J. T., Fletcher, K. L., & Albright, D. L. (2017) · Journal of Veterans Studies · doi:10.21061/jvs.12 · Cited by 32
External validation of the modified Thoracoscore in a new thoracic surgery program: prediction of in-hospital mortality
Chamogeorgakis, T. P., Toumpoulis, I. K., Tomos, P., Ieromonachos, C., Angouras, D. C., Georgiannakis, E., Michail, P., & Rokkas, C. K. (2009) · Interactive Cardiovascular and Thoracic Surgery · doi:10.1510/icvts.2008.201178 · Cited by 32
Distribution and determinants of mutans streptococci among African-American children and association with selected variables.
Dasanayake, A. P., Roseman, J. M., Caufield, P. W., & Butts, J. T. (1995) · PubMed · Cited by 31
Percepción de rendimiento académico y síntomas depresivos en estudiantes de media vocacional de Bucaramanga, Colombia
Campo‐Arias, A., Rueda, S. J., Herrera, Z. M. S., Rodríguez, D. C. R., Bareño, C. M. D., & Díaz‐Martínez, L. A. (2005) · Archivos de Pediatría del Uruguay · Cited by 29
Partner smoking influences whether mothers quit smoking during pregnancy: a prospective cohort study
Román-Gálvez, R. M., Amezcua‐Prieto, C., Olmedo‐Requena, R., Saad, A. L., Martínez‐Galiano, J. M., & Bueno‐Cavanillas, A. (2017) · BJOG An International Journal of Obstetrics & Gynaecology · doi:10.1111/1471-0528.14986 · Cited by 36
Predicting incident delirium diagnoses using data from primary-care electronic health records
Bowman, K., Jones, L. C., Masoli, J. A. H., Mújica-Mota, R., Strain, W. D., Butchart, J., Valderas, J. M., Fortinsky, R. H., Melzer, D. R., & Delgado, J. (2020) · Age and Ageing · doi:10.1093/ageing/afaa006 · Cited by 30
The Utility of Seat Belt Signs to Predict Intra-Abdominal Injury Following Motor Vehicle Crashes
Bansal, V., Conroy, C., Tominaga, G. T., & Coimbra, R. S. M. (2009) · Traffic Injury Prevention · doi:10.1080/15389580903191450 · Cited by 30
Incidence of risk factors for developing hyperkalemia when using ACE inhibitors in cardiovascular diseases
Amir, O., Hassan, Y., Sarriff, A., Awaisu, A., Aziz, N. A., & Ismail, O. (2009) · Pharmacy World & Science · doi:10.1007/s11096-009-9288-x · Cited by 30
Multivariate Analysis of Chronic Pain Patients Undergoing Lidocaine Infusions: Increasing Pain Severity and Advancing Age Predict Likelihood of Clinically Meaningful Analgesia
Carroll, I. R., Gaeta, R. R., & Mackey, S. (2007) · Clinical Journal of Pain · doi:10.1097/ajp.0b013e31814b1afa · Cited by 30
Impact of Early and Delayed Stroke on In-Hospital and Long-Term Mortality After Isolated Coronary Artery Bypass Grafting
Toumpoulis, I. K., Anagnostopoulos, C. E., Chamogeorgakis, T. P., Angouras, D. C., Kariou, M. A., Swistel, D. G., & Rokkas, C. K. (2008) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2008.03.077 · Cited by 30
Standard versus Fiberoptic Pulmonary Artery Catheterization for Cardiac Surgery in the Department of Veterans Affairs
London, M. J., MORITZ, T. E., Henderson, W. G., Sethi, G. K., O'Brien, M. M., Grunwald, G. K., Beckman, C. B., Shroyer, A. L., & Grover, F. L. (2002) · Anesthesiology · doi:10.1097/00000542-200204000-00013 · Cited by 30
Can the EuroSCORE Predict the Early and Mid-Term Mortality After Off-Pump Coronary Artery Bypass Grafting?
Youn, Y., Kwak, Y. L., & Yoo, K. (2007) · The Annals of Thoracic Surgery · doi:10.1016/j.athoracsur.2007.02.060 · Cited by 30
Incidence and Risk Factors for Upper Extremity Climbing Injuries in Indoor Climbers
van Middelkoop, M., Bruens, M. L., Coert, J. H., Selles, R. W., Verhagen, E. A. L. M., Bierma-Zeinstra, S. M., & Koes, B. W. (2015) · International Journal of Sports Medicine · doi:10.1055/s-0035-1547224 · Cited by 29
Social capital and psychological distress during Colombian coronavirus disease lockdown
Caballero‐Domínguez, C. C., Luque‐Salcedo, J. G. D., & Campo‐Arias, A. (2020) · Journal of Community Psychology · doi:10.1002/jcop.22487 · Cited by 28
Rick factors for seroprevalence of ovine lentivirus in breeding ewe flocks in Nebraska, USA
Keen, I. E., Hungerford, L. L., Wittum, T. E., Kwang, J., & Littledike, E. T. (1997) · Preventive Veterinary Medicine · doi:10.1016/s0167-5877(96)01121-x · Cited by 28
The Effect of Ingredients in Dry Dog Foods on the Risk of Gastric Dilatation-Volvulus in Dogs
Raghavan, M., Glickman, N. W., & Glickman, L. T. (2006) · Journal of the American Animal Hospital Association · doi:10.5326/0420028 · Cited by 28
Generalized Information Matrix Tests for Detecting Model Misspecification
Golden, R. M., Henley, S. S., White, H., & Kashner, T. M. (2016) · Econometrics · doi:10.3390/econometrics4040046 · Cited by 28
Associations Of Physical Activity And Body Mass Index With Activities Of Daily Living In Older Adults
Simões, E. J., Kobau, R., Kapp, J. M., Waterman, B. M., Mokdad, A. H., & Anderson, L. A. (2006) · Journal of Community Health · doi:10.1007/s10900-006-9024-6 · Cited by 28
Transfusion, Not Just Injury Severity, Leads to Posttrauma Infection: A Matched Cohort Study
Sadjadi, J., Cureton, E. L., Twomey, P. L., & Victorino, G. P. (2009) · The American Surgeon · doi:10.1177/000313480907500408 · Cited by 27
Effect of preextracorporeal membrane oxygenation ventilation days and age on extracorporeal membrane oxygenation survival in critically ill children
Nance, M. L., Nadkarni, V., Hedrick, H. L., Cullen, J. A., & Wiebe, D. J. (2009) · Journal of Pediatric Surgery · doi:10.1016/j.jpedsurg.2008.10.048 · Cited by 26
The Case Against Using the Apache System to Predict Intensive Care Unit Outcome in Trauma Patients
Vassar, M. J., & Holcroft, J. W. (1994) · Critical Care Clinics · doi:10.1016/s0749-0704(18)30149-0 · Cited by 26
Risk of a New Benzodiazepine Prescription in Relation to Recent Hospitalization
Grad, R. M., Tamblyn, R., Holbrook, A. M., Hurley, J., Feightner, J., & Gayton, D. (1999) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.1999.tb04576.x · Cited by 26
Statistics for clinicians: An introduction to linear regression
Lee, K. J., Wiest, M. M., & Carlin, J. B. (2014) · Journal of Paediatrics and Child Health · doi:10.1111/jpc.12597 · Cited by 25
Comportamientos de riesgo para la salud en adolescentes estudiantes: prevalencia y factores asociados
Campo‐Arias, A., Cogollo, Z., & Díaz, C. E. (2008) · DOAJ (DOAJ: Directory of Open Access Journals) · Cited by 25
Determinantes del riesgo de desnutrición en los adultos mayores de la comunidad: análisis secundario del estudio Salud, Bienestar y Envejecimiento (SABE) en México
Franco-Álvarez, N., Ávila‐Funes, J. A., Ruiz-Arreguí, L., & Gutiérrez‐Robledo, L. M. (2007) · Revista Panamericana de Salud Pública · doi:10.1590/s1020-49892007001100001 · Cited by 25
Is Bigger Better? The Effect of Obesity on Pelvic Fractures After Side Impact Motor Vehicle Crashes
Bansal, V., Conroy, C., Lee, J. G., Schwartz, A. K., Tominaga, G. T., & Coimbra, R. S. M. (2009) · The Journal of Trauma: Injury, Infection, and Critical Care · doi:10.1097/ta.0b013e3181af6cc1 · Cited by 25
Validation of a Risk Score for Dying Within 1 Year of an Admission for Heart Failure
Rector, T. S., Ringwala, S. N., Ringwala, S. N., & Anand, I. S. (2006) · Journal of Cardiac Failure · doi:10.1016/j.cardfail.2006.02.004 · Cited by 25
Health Care Coverage: Traditional and Preventive Measures and Associations with Chronic Disease Risk Factors
Hagdrup, N. A., Simões, E. J., & Brownson, R. C. (1997) · Journal of Community Health · doi:10.1023/a:1025131721791 · Cited by 25
Reduced Reference 3D Mesh Quality Assessment Based on Statistical Models
Abouelaziz, I., Omari, M., Hassouni, M. E., & Cherifi, H. (2015) · International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) · doi:10.1109/sitis.2015.129 · Cited by 24
Quality of reporting of multivariable logistic regression models in Chinese clinical medical journals
Zhang, Y., Zhou, X., Wang, Q., & Zhu, X. (2017) · Medicine · doi:10.1097/md.0000000000006972 · Cited by 23
New Directions in Information Matrix Testing: Eigenspectrum Tests
Golden, R. M., Henley, S. S., White, H., & Kashner, T. M. (2012) · Springer eBooks · doi:10.1007/978-1-4614-1653-1_6 · Cited by 23
PTPN22 R620W genotype-phenotype correlation analysis and gene-environment interaction study in early rheumatoid arthritis: results from the ESPOIR cohort
Salliot, C., Dawidowicz, K., Lukas, C., Guedj, M., Paccard, C., Bénessiano, J., Dougados, M., Nicaise‐Roland, P., Meyer, O., & Dieudé, P. (2011) · Rheumatology · doi:10.1093/rheumatology/ker224 · Cited by 22
Providers' knowledge, attitudes, and practices related to colorectal cancer control in Brazil
Perin, D. M. P., Saraiya, M., Thompson, T., de Moura, L., Simões, E. J., Parra, D. C., & Brownson, R. C. (2015) · Preventive Medicine · doi:10.1016/j.ypmed.2015.09.021 · Cited by 22
Responses to diagnostic tests for bovine tuberculosis in dairy and non-dairy cattle naturally exposed to Mycobacterium bovis in Great Britain
Downs, S. H., Broughan, J. M., Goodchild, A. V., Upton, P. A., & Durr, P. A. (2016) · The Veterinary Journal · doi:10.1016/j.tvjl.2016.06.010 · Cited by 22
Polivictimización por el conflicto armado y sufrimiento emocional en el Departamento del Magdalena, Colombia
Campo‐Arias, A., Sanabria, A. R., Ospino, A., Guerra, V. M., & Caamaño, B. H. (2016) · Revista Colombiana de Psiquiatría · doi:10.1016/j.rcp.2016.06.005 · Cited by 22

Authors: Hosmer, D. W., Taber, S., & Lemeshow, S.
Affiliations: University of Massachusetts Amherst (US)
Venue: American Journal of Public Health
Publisher: American Public Health Association
Published: 1991-12
Volume: 81
Issue: 12
Pages: 1630-1635
ISSN: 0090-0036 (ISSN-L)
1541-0048
DOI: 10.2105/ajph.81.12.1630
PMC: PMC1405276
OpenAlex: W1984363050
Cited by: 496
References: 7
Citations by year: 2026: 11 · 2025: 7 · 2024: 18 · 2023: 9 · 2022: 16 · 2021: 19 · 2020: 15 · 2019: 17 · 2018: 8 · 2017: 14 · 2016: 13 · 2015: 21 · 2014: 14 · 2013: 28 · 2012: 27
FWCI: 6.55
Type: journal article
Language: en
Open access: bronze
doi.org
Locations: American Journal of Public Health (publishedVersion)
PubMed Central (publishedVersion)
PubMed (publishedVersion)
Topics: Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Epidemiology
Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Applications
Keywords: logistic regression, model fit assessment, model adequacy, influential observations, editorial policy, statistical reporting quality, public health research
MeSH terms: Data Interpretation, Statistical, Evaluation Studies as Topic, Humans, Periodicals as Topic, Public Health, Publishing, Reproducibility of Results, Bias, Logistic Models

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

The importance of assessing the fit of logistic regression models: a case study.

Abstract

Overview

Integrity signals

Verification

Claims the paper makes

Claims other papers make about this one

Citations

Cites

Cited by

Related

Metadata

Record

About these checks