A Modified Poisson Regression Approach to Prospective Studies with Binary Data
2004/03/19 by G. Zou, Guangyong Zou · 115 citations
Mathematics · #Statistical Methods and Bayesian Inference #Advanced Causal Inference Techniques #Statistical Methods and Inference
paper · doi:10.1093/aje/kwh090
Abstract
Relative risk is usually the parameter of interest in epidemiologic and medical studies. In this paper, the author proposes a modified Poisson regression approach (i.e., Poisson regression with a robust error variance) to estimate this effect measure directly. A simple 2-by-2 table is used to justify the validity of this approach. Results from a limited simulation study indicate that this approach is very reliable even with total sample sizes as small as 100. The method is illustrated with two data sets.
Citations
Cited by
- Easy SAS Calculations for Risk or Prevalence Ratios and Differences
- Initiation of Antipsychotics During the First Year After First‐Episode Psychosis: A Population‐Based Study
- Mental disorders and long‐term labour market outcomes: nationwide cohort study of 2 055 720 individuals
- Prevalence and correlates of smoking cessation pharmacotherapy in hospitalized smokers with acute myocardial infarction
- A Modified Least-Squares Regression Approach to the Estimation of Risk Difference
- Mortality and recovery from refractory status epilepticus in the intensive care unit: A 7‐year observational study
- Optimal approximate conversions of odds ratios and hazard ratios to risk ratios
- Early-life exposure to severe famine and subsequent risk of depressive symptoms in late adulthood: the China Health and Retirement Longitudinal Study
- HPV-Related Oropharynx Cancer in the United Kingdom: An Evolution in the Understanding of Disease Etiology
- Interoperability among hospitals treating populations that have been marginalized
- Childhood Obesity and Physical Activity-Friendly School Environments
- Disclosure of Same-Sex Sexual Practices to Family and Healthcare Providers by Men Who Have Sex with Men and Transgender Women in Nigeria
- Multimorbidity Confers Greater Risk for Older Patients in Emergency General Surgery Than the Presence of Multiple Comorbidities
- Prospective Associations of Military Discharge Characterization with Post-active Duty Suicide Attempts and Homelessness: Results from the Study to Assess Risk and Resilience in Servicemembers—Longitudinal Study (STARRS-LS)
- Peer-Assisted Telemedicine for Hepatitis C in People Who Use Drugs: A Randomized Controlled Trial
- Population genomics of recovery and extinction in Hawaiian honeycreepers
- Incidence of treated cardiac arrest in hospitalized patients in the United States*
- Epidemiology and Outcomes of Cancer-Related Versus Non–Cancer-Related Sepsis Hospitalizations*
- Association between gestational cardiovascular health in the first trimester and pregnancy outcomes in the China birth cohort
- Pre-COVID-19 body mass index and post-acute cardiovascular, gastrointestinal, and neuropsychiatric outcomes among children and young adults with SARS-CoV-2 infection: An EHR-based cohort study from the RECOVER Initiative
- Long COVID associated with SARS-CoV-2 reinfection among children and adolescents in the omicron era (RECOVER-EHR): a retrospective cohort study
- Convergence rate analysis of a sequential convex programming method with line search for a class of constrained difference-of-convex optimization problems
- Urban-rural and racial/ethnic disparities in modes of preconception cannabis use among insured patients receiving prenatal care at an integrated healthcare system in Northern California from 2020 to 2023
- Firth‐Type Penalized Methods of the Modified Poisson and Least‐Squares Regression Analyses for Binary Outcomes
- Trends in drug–drug interaction prevalence and longitudinal associations with health outcomes in the older community‐dwelling population: Findings from The Irish LongituDinal study on Ageing
- Kaposi Sarcoma–Associated Herpesvirus Risk and Disease in Kidney Donors and Transplant Recipients With HIV in the United States
- Employment Instability and Childbirth over the Last 20 Years in Italy
- Continuity and locum use for acute consultations: observational study of subsequent workload
- Is the diagnosis and treatment of depression gender-biased? Evidence from a population-based aging cohort in Sweden
- Performance characteristics and complications of an Inter‐Changeable Operator Model for intubation in an Australian helicopter emergency medical service
- Do Clinical Data from Transgender Adolescents Support the Phenomenon of “Rapid Onset Gender Dysphoria”?
- Analgesic use and risk of recurrent falls in participants with or at risk of knee osteoarthritis: data from the Osteoarthritis Initiative
- Safety and efficacy of the ChAdOx1 nCoV-19 vaccine (AZD1222) against SARS-CoV-2: an interim analysis of four randomised controlled trials in Brazil, South Africa, and the UK
- Cross-sectional and Longitudinal Associations between Knee Joint Effusion Synovitis and Knee Pain in Older Adults
- Learning disabilities and adolescent suicidal ideation: Findings from the z-proso cohort study
- An electronic health record-wide association study to identify populations at increased risk of E. coli bacteraemia
- A Randomized Controlled Trial of N-acetylcysteine for Adolescent and Young Adult Alcohol Use Disorder
- Protective factors for psychological wellbeing: A cross-sectional study of young people attending an urban Aboriginal and Torres Strait Islander primary healthcare service
- Public library visits and later-life health and well-being: evidence from a longitudinal study of older adults in Australia
- Oral anticoagulation in patients with gastrointestinal bleeding and new‐onset atrial fibrillation: A population‐based registry‐linkage study
- SARS-COV-2 re-infection and incidence of post-acute sequelae of COVID-19 (PASC) among essential workers in New York: a retrospective cohort study
- Childhood Gender Nonconformity and Intimate Partner Violence in Adolescence and Young Adulthood
- Effects of postoperative complications in oesophageal cancer on survival, hospital outcomes, and long-term quality of life: retrospective cohort study
- Testicular Pain After Living Kidney Donation: Results From a Multicenter Cohort Study
- School Difficulties and Long COVID in Children and Adolescents
- Relative Risk Estimation in Randomized Controlled Trials: A Comparison of Methods for Independent Observations
- Vaccination is associated with reduced mortality rates after surgery for hip fractures in the setting of recent COVID-19 infection: an observational study from the Kaiser Permanente Northern California Database
- Detection of Aerosolized Mycobacterium tuberculosis DNA From Adults Being Investigated for Pulmonary Tuberculosis via an Electrostatic Sampler in a South African Primary Care Setting
- Gender-concordant identity documents and mental health among transgender adults in the USA: a cross-sectional study
- Multimorbidity Profiles and Severe In-Hospital Outcomes in Adults With Respiratory Syncytial Virus
- A High-Fiber Diet Does Not Protect Against Asymptomatic Diverticulosis
- Risk of Tuberculosis Infection in Young Children Exposed to Multidrug-resistant Tuberculosis in the TB-CHAMP Multi-site Randomized Controlled Trial
- Odds Ratio or Prevalence Ratio? An Overview of Reported Statistical Methods and Appropriateness of Interpretations in Cross-sectional Studies with Dichotomous Outcomes in Veterinary Medicine
- Associations Between Socioeconomic, Spatial and Educational Factors and Midlife Periodontal Disease Risk: Evidence From ‘High School and Beyond’
- Hospital‐at‐home for COPD: A retrospective comparison with brick‐and‐mortar settings
- Evaluation of Remotely Sensed Inundation Data Sets to Estimate Flood‐Associated Emergency Department Visits After Hurricane Harvey
- Hepatic steatosis and nonalcoholic fatty liver disease are common and associated with cardiometabolic risk in a primary prevention cohort of people with HIV
- Anti-Smoking Media Campaigns and Disparities in Smoking Cessation in the United States, 2001-2015
- The acute effect of night work‐related circadian misalignment on headache episodes: Results from the 1001 nights‐cohort
- Employer Verification Mandates and Infant Health
- A Prospective Cohort Study of Technique and Technology Used to Improve First Time PIVC Insertion Success in Hospitalised Paediatric Patients
- Child abuse and the prevalence of suicide attempts among those reporting suicide ideation
- Estimating confidence regions of common measures of (baseline, treatment effect) on dichotomous outcome of a population
- The Effect of Midpregnancy Screening for Gestational Diabetes Mellitus on Pregnancy Outcomes: The TESGO Randomized Controlled Trial
- Long-term effects of mHealth consultation services on postpartum depressive symptoms and the mediating role of loneliness: A follow-up study of a randomized controlled trial
- Association of Intra-arrest Transport vs Continued On-Scene Resuscitation With Survival to Hospital Discharge Among Patients With Out-of-Hospital Cardiac Arrest
- Prevalence and phase-related changes in dry eye symptoms among Vietnamese medical students
- Epidemiological Profile of Repeated Self-Harm Presentations to Healthcare Services in a Brazilian Urban Centre (Vitoria, ES)
- Unmet Need for Disability-Related Services Among Children with Disabilities in Xiengkhouang Province, Lao PDR: A Cross-Sectional Study
- Educational and Criminal Justice Outcomes 12 Years After School Suspension
- Omission and hallucination prevalence of clinical guidelines in diagnostic large language model outputs
- Factors associated with considering switching to nicotine pouches among US adults who smoke
- Performance of a score to characterise adequate contact among the social network of persons with TB
- Plant-based diets, legumes, and prevalence of cardiometabolic risk factors in the NutriNet-Santé cohort
- Paternal age and neonatal outcomes: a population-based cohort study
- Receipt of Alcohol Screening, Brief Intervention, and Treatment Among US Adults With and Without a History of Cancer
- Impact of rural residence and low socioeconomic status on rate and timing of prenatal detection of major congenital heart disease in a jurisdiction of universal health coverage
- Adverse Childhood Communication Experiences Associated With an Increased Risk of Chronic Diseases in Adults Who Are Deaf
- Monte Carlo error in the Bayesian estimation of risk ratios using log-binomial regression models: an efficient MCMC method
- Retraction-based first-order feasible methods for difference-of-convex programs with smooth inequality and simple geometric constraints
- Indirect protection of children from SARS-CoV-2 infection through parental vaccination
- Revisiting racial and ethnic disparities in the deceased organ donor referral process
- Impact of postoperative complications on clinical outcomes after gastrectomy for cancer: multicentre study
- Cardiovascular post-acute sequelae of SARS-CoV-2 in children and adolescents: cohort study using electronic health records
- Individual and familial factors associated with mRNA COVID-19 vaccine uptake in pregnancy: A large-scale registry-based linkage study
- Rheumatism and chronic fatigue, the two facets of post-chikungunya disease: the TELECHIK cohort study on Reunion island
- Epidemiology of Latency and Relapse in Plasmodium vivax Malaria
- Cancer‐related financial hardship among head and neck cancer survivors: Risk factors and associations with health‐related quality of life
- Racial/Ethnic Disparities in Dental Service Utilization for Foreign-Born and U.S.-Born Middle-Aged and Older Adults
- Markov counting models for correlated binary responses
- Effectiveness of home blood pressure monitoring, Web communication, and pharmacist care on hypertension control: a randomized controlled trial. [europepmc]
- Mechanical ventilation guided by esophageal pressure in acute lung injury. [europepmc]
- The Contraceptive CHOICE Project: reducing barriers to long-acting reversible contraception. [europepmc]
- Neonatal outcomes of extremely preterm infants from the NICHD Neonatal Research Network. [europepmc]
- Early onset neonatal sepsis: the burden of group B Streptococcal and E. coli disease continues. [europepmc]
- Incidence of treated cardiac arrest in hospitalized patients in the United States. [europepmc]
- End-of-life transitions among nursing home residents with cognitive issues. [europepmc]
- Incident stroke and mortality associated with new-onset atrial fibrillation in patients hospitalized with severe sepsis. [europepmc]
- Trends in survival after in-hospital cardiac arrest. [europepmc]
- Advance care planning and the quality of end-of-life care in older adults. [europepmc]
- Recent trends in survival from out-of-hospital cardiac arrest in the United States. [europepmc]
- Trends in Care Practices, Morbidity, and Mortality of Extremely Preterm Neonates, 1993-2012. [europepmc]
- Effect of Delirium and Other Major Complications on Outcomes After Elective Surgery in Older Adults. [europepmc]
- Effect of Mindfulness-Based Stress Reduction vs Cognitive Behavioral Therapy or Usual Care on Back Pain and Functional Limitations in Adults With Chronic Low Back Pain: A Randomized Clinical Trial. [europepmc]
- Comparing performance between log-binomial and robust Poisson regression models for estimating risk ratios under model misspecification. [europepmc]
- Police killings and their spillover effects on the mental health of black Americans: a population-based, quasi-experimental study. [europepmc]
- Charlson Comorbidity Index: ICD-9 Update and ICD-10 Translation. [europepmc]
- Awareness, Attitudes, and Actions Related to COVID-19 Among Adults With Chronic Conditions at the Onset of the U.S. Outbreak: A Cross-sectional Survey. [europepmc]
- Early-Onset Neonatal Sepsis 2015 to 2017, the Rise of Escherichia coli, and the Need for Novel Prevention Strategies. [europepmc]
- Ethnic and socioeconomic differences in SARS-CoV-2 infection: prospective cohort study using UK Biobank. [europepmc]
- Empiric Antibacterial Therapy and Community-onset Bacterial Coinfection in Patients Hospitalized With Coronavirus Disease 2019 (COVID-19): A Multi-hospital Cohort Study. [europepmc]
- Acceptability of a COVID-19 vaccine among adults in the United States: How many people would get vaccinated? [europepmc]
- Mental health and health behaviours before and during the initial phase of the COVID-19 lockdown: longitudinal analyses of the UK Household Longitudinal Study. [europepmc]
- Occupation and risk of severe COVID-19: prospective cohort study of 120 075 UK Biobank participants. [europepmc]
- Safety and efficacy of the ChAdOx1 nCoV-19 vaccine (AZD1222) against SARS-CoV-2: an interim analysis of four randomised controlled trials in Brazil, South Africa, and the UK. [europepmc]
Related