Joseph C Gardiner

Summary

Affiliation: Michigan State University
Country: USA

Publications

  1. ncbi request reprint A dynamic model for estimating changes in health status and costs
    Joseph C Gardiner
    Department of Epidemiology, Division of Biostatistics, Michigan State University, East Lansing, MI 48824, USA
    Stat Med 25:3648-67. 2006
  2. doi request reprint Fixed effects, random effects and GEE: what are the differences?
    Joseph C Gardiner
    Division of Biostatistics, Department of Epidemiology, Michigan State University, East Lansing, MI 48824, USA
    Stat Med 28:221-39. 2009
  3. pmc Primary care clinicians treat patients with medically unexplained symptoms: a randomized controlled trial
    Robert C Smith
    Department of Medicine, Michigan State University, East Lansing, MI, USA
    J Gen Intern Med 21:671-7. 2006
  4. pmc Exploration of DSM-IV criteria in primary care patients with medically unexplained symptoms
    Robert C Smith
    Department of Medicine, Michigan State University, East Lansing, Michigan, USA
    Psychosom Med 67:123-9. 2005
  5. pmc Costs of an intervention for primary care patients with medically unexplained symptoms: a randomized controlled trial
    Zhehui Luo
    Department of Epidemiology, Michigan State University, East Lansing, MI 48824, USA
    Psychiatr Serv 58:1079-86. 2007
  6. pmc Primary care physicians treat somatization
    Robert C Smith
    Michigan State University, East Lansing, MI, USA
    J Gen Intern Med 24:829-32. 2009
  7. pmc Changes in practice patterns affecting in-hospital and post-discharge survival among ACS patients
    Manfred Stommel
    College of Nursing, Michigan State University, East Lansing, Michigan, USA
    BMC Health Serv Res 6:140. 2006
  8. doi request reprint Predictors of hemodynamic compromise with propofol during defibrillator implantation: a single center experience
    Khyati Pandya
    Thoracic and Cardiovascular Institute, Sparrow Health System, Michigan State University, Lansing, MI 48910, USA
    J Interv Card Electrophysiol 25:145-51. 2009
  9. ncbi request reprint Inappropriate ICD therapy: does device configuration make a difference
    Dwarakraj Soundarraj
    Thoracic and Cardiovascular Institute, Michigan State University, Lansing, Michigan 48910, USA
    Pacing Clin Electrophysiol 29:810-5. 2006
  10. doi request reprint Do media players cause interference with pacemakers?
    Jay P Thaker
    Thoracic and Cardiovascular Institute, Sparrow Health System, Michigan State University 405 West Greenlawn, Suite 400 Lansing, MI 48823, USA
    Clin Cardiol 32:653-7. 2009

Research Grants

Collaborators

Detail Information

Publications34

  1. ncbi request reprint A dynamic model for estimating changes in health status and costs
    Joseph C Gardiner
    Department of Epidemiology, Division of Biostatistics, Michigan State University, East Lansing, MI 48824, USA
    Stat Med 25:3648-67. 2006
    ..Our method, a joint regression model, provides a flexible approach to assessing the influence of patient characteristics on both cost and health outcomes while accommodating heteroscedasticity, skewness and censoring in the data...
  2. doi request reprint Fixed effects, random effects and GEE: what are the differences?
    Joseph C Gardiner
    Division of Biostatistics, Department of Epidemiology, Michigan State University, East Lansing, MI 48824, USA
    Stat Med 28:221-39. 2009
    ..The choice of model in specific applications would depend on the relevant questions being addressed, which in turn informs the type of design and data collection that would be relevant...
  3. pmc Primary care clinicians treat patients with medically unexplained symptoms: a randomized controlled trial
    Robert C Smith
    Department of Medicine, Michigan State University, East Lansing, MI, USA
    J Gen Intern Med 21:671-7. 2006
    ..There is no proven primary care treatment for patients with medically unexplained symptoms (MUS). We hypothesized that a long-term, multidimensional intervention by primary care providers would improve MUS patients' mental health...
  4. pmc Exploration of DSM-IV criteria in primary care patients with medically unexplained symptoms
    Robert C Smith
    Department of Medicine, Michigan State University, East Lansing, Michigan, USA
    Psychosom Med 67:123-9. 2005
    ..Our objective was to evaluate this use by determining the prevalence of DSM-IV somatoform and nonsomatoform disorders in patients with MUS proven by a gold standard chart review...
  5. pmc Costs of an intervention for primary care patients with medically unexplained symptoms: a randomized controlled trial
    Zhehui Luo
    Department of Epidemiology, Michigan State University, East Lansing, MI 48824, USA
    Psychiatr Serv 58:1079-86. 2007
    ....
  6. pmc Primary care physicians treat somatization
    Robert C Smith
    Michigan State University, East Lansing, MI, USA
    J Gen Intern Med 24:829-32. 2009
    ..We hypothesized that somatizing patients managed by primary care physicians (PCP) would improve with a relationship-based intervention...
  7. pmc Changes in practice patterns affecting in-hospital and post-discharge survival among ACS patients
    Manfred Stommel
    College of Nursing, Michigan State University, East Lansing, Michigan, USA
    BMC Health Serv Res 6:140. 2006
    ....
  8. doi request reprint Predictors of hemodynamic compromise with propofol during defibrillator implantation: a single center experience
    Khyati Pandya
    Thoracic and Cardiovascular Institute, Sparrow Health System, Michigan State University, Lansing, MI 48910, USA
    J Interv Card Electrophysiol 25:145-51. 2009
    ..The purpose of this study was to understand the frequency and determinants of intra-operative hypotension in patients undergoing defibrillator implantations...
  9. ncbi request reprint Inappropriate ICD therapy: does device configuration make a difference
    Dwarakraj Soundarraj
    Thoracic and Cardiovascular Institute, Michigan State University, Lansing, Michigan 48910, USA
    Pacing Clin Electrophysiol 29:810-5. 2006
    ..Dual chamber ICDs (D-ICDs) may distinguish SVT from ventricular tachycardia/ventricular fibrillation better than single chamber ICDs (S-ICDs) and may be associated with a smaller incidence of IT...
  10. doi request reprint Do media players cause interference with pacemakers?
    Jay P Thaker
    Thoracic and Cardiovascular Institute, Sparrow Health System, Michigan State University 405 West Greenlawn, Suite 400 Lansing, MI 48823, USA
    Clin Cardiol 32:653-7. 2009
    ..The purpose of this study was to examine the interaction between pacemakers and 3 different media players...
  11. ncbi request reprint Patterns of psychotropic medication use in very young children with attention-deficit hyperactivity disorder
    Marsha D Rappley
    Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA
    J Dev Behav Pediatr 23:23-30. 2002
    ..These patterns of use demonstrate a compelling need for guidance in psychopharmacological treatment of very young children...
  12. ncbi request reprint Minor acute illness: a preliminary research report on the "worried well"
    Robert C Smith
    Michigan State University, Dept of Medicine, B312 Clinical Center, 138 Service Rd, East Lansing, MI 48824, USA
    J Fam Pract 51:24-9. 2002
    ....
  13. pmc Treating patients with medically unexplained symptoms in primary care
    Robert C Smith
    Department of General Internal Medicine, Michigan State University, East Lansing, Michigan 48824, USA
    J Gen Intern Med 18:478-89. 2003
    ..Despite extensive care, these common patients often become worse...
  14. pmc Applying propensity score methods in medical research: pitfalls and prospects
    Zhehui Luo
    Department of Epidemiology, Michigan State University, East Lansing, MI, USA
    Med Care Res Rev 67:528-54. 2010
    ..Appropriate PS applications can create experimental conditions using observational data when randomized controlled trials are not feasible and, thus, lead researchers to an efficient estimator of the average treatment effect...
  15. doi request reprint Alleviating perinatal depressive symptoms and stress: a nurse-community health worker randomized trial
    Lee Anne Roman
    Department of Obstetrics, Gynecology and Reproductive Biology, College of Human Medicine, Michigan State University, 226 West Fee Hall, East Lansing, MI, 48824, USA
    Arch Womens Ment Health 12:379-91. 2009
    ..A Nurse-CHW team approach to EPS demonstrated advantage for alleviating depressive symptoms in Medicaid eligible women compared to CC, especially for women at higher risk...
  16. doi request reprint Pilot study of a preliminary criterion standard for prescription opioid misuse
    Robert C Smith
    Department of Medicine, Michigan State University, East Lansing, Michigan, USA
    Am J Addict 19:523-8. 2010
    ..94 (CI: .81, 1.00). Kappa for comparing raters was .73 (CI: .49, .98). This preliminary study demonstrates that multidisciplinary raters can use behaviorally based criteria to identify patients with known PPOM from health plan databases...
  17. doi request reprint Reduction in the intensity rate of appropriate shocks for ventricular arrhythmias with statin therapy
    Abhimanyu Beri
    Division of Internal Medicine, Michigan State University, East Lansing, MI 48824, USA
    J Cardiovasc Pharmacol 56:190-4. 2010
    ..Larger randomized trials are needed to confirm this relationship...
  18. ncbi request reprint Reports of birthweight by adolescents and their mothers: comparing accuracy and identifying correlates
    Victoria C Lucia
    Department of Epidemiology, Michigan State University, College of Human Medicine, East Lansing, MI 48824, USA
    Paediatr Perinat Epidemiol 20:520-7. 2006
    ..While maternal reports of offspring's birthweight are highly accurate across diverse subgroups of the population, adolescent self-reports of birthweight are unlikely to be useful in medical research...
  19. pmc Diagnostic accuracy of predicting somatization from patients' ICD-9 diagnoses
    Robert C Smith
    Department of Medicine and Psychiatry, Michigan State University, East Lansing, Michigan, USA
    Psychosom Med 71:366-71. 2009
    ..We labeled these codes as having "somatization potential." Our earlier study demonstrated that ICD-9 codes and other data from the ADB effectively identified somatization...
  20. doi request reprint Assessing interchangeability at cluster levels with multiple-informant data
    Zhehui Luo
    Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, U S A
    Stat Med 33:361-75. 2014
    ..Copyright © 2013 John Wiley & Sons, Ltd. ..
  21. ncbi request reprint How much work-related injury and illness is missed by the current national surveillance system?
    Kenneth D Rosenman
    Michigan State University, East Lansing, Michigan 48824, USA
    J Occup Environ Med 48:357-65. 2006
    ..We sought to estimate the undercount in the existing national surveillance system of occupational injuries and illnesses...
  22. doi request reprint Work task disability in employed breast and prostate cancer patients
    Kathleen Oberst
    Institute for Health Care Studies, Michigan State University, D132 West Fee Hall, East Lansing, MI 48824, USA
    J Cancer Surviv 4:322-30. 2010
    ..This paper describes work-related physical and cognitive disability estimates 12 and 18 months after diagnosis and treatment in a sample of employed breast and prostate cancer patients...
  23. doi request reprint Evaluation of control of diabetes mellitus in a subspecialty clinic
    Ved V Gossain
    Department of Medicine, Michigan State University, East Lansing, Michigan 48824, USA
    Endocr Pract 16:178-86. 2010
    ....
  24. ncbi request reprint A stochastic framework for estimation of summary measures in cost-effectiveness analyses
    Joseph C Gardiner
    Michigan State University, Division of Biostatistics, Department of Epidemiology, B629 West Fee Hall, East Lansing, MI 48823, USA
    Expert Rev Pharmacoecon Outcomes Res 6:347-58. 2006
    ....
  25. pmc Colon cancer treatment costs for Medicare and dually eligible beneficiaries
    Zhehui Luo
    Michigan State University, Department of Epidemiology, East Lansing, MI 48824, USA
    Health Care Financ Rev 31:35-50. 2010
    ..The mean total colon cancer cost per Medicare patient was $29,196. The method can be applied to longitudinal data to estimate long term costs of cancer from inception where incident patients are identified from a tumor registry...
  26. pmc A Study of the Persistence of Mycobacterium bovis in the Environment under Natural Weather Conditions in Michigan, USA
    Amanda E Fine
    Department of Large Animal Clinical Sciences and Center for Comparative Epidemiology, College of Veterinary Medicine, Michigan State University, East Lansing, MI 48824 1314, USA
    Vet Med Int 2011:765430. 2011
    ....
  27. ncbi request reprint Implantable cardioverter defibrillator therapy in patients with ischemic or non-ischemic cardiomyopathy and nonsustained ventricular tachycardia
    Rudolph F Evonich
    Thoracic and Cardiovascular Institute, Department of Epidemiology, Michigan State University, Lansing, Michigan 48912, USA
    J Interv Card Electrophysiol 11:59-65. 2004
    ..This retrospective study compares follow-up data in these two groups after ICD implantation...
  28. pmc Dietary predictors of the insulin-like growth factor system in adolescent females: results from the Dietary Intervention Study in Children (DISC)
    Jean M Kerver
    Department of Epidemiology, Michigan State University, East Lansing, MI, USA
    Am J Clin Nutr 91:643-50. 2010
    ..Childhood diet may influence chronic disease through its effect on the IGF system; however, there is limited information describing the dietary predictors of the IGF system in adolescents...
  29. pmc Considerations when using discriminant function analysis of antimicrobial resistance profiles to identify sources of fecal contamination of surface water in Michigan
    John B Kaneene
    Center for Comparative Epidemiology, A 109 Veterinary Medical Center, Michigan State University, East Lansing, MI 48824 1314, USA
    Appl Environ Microbiol 73:2878-90. 2007
    ..Water sample isolates were classified by livestock type. An evaluation of the performance of DA must take into consideration relative contributions of random chance and the true discriminatory power of the decision rules...
  30. pmc A method for rating charts to identify and classify patients with medically unexplained symptoms
    Robert C Smith
    Department of Medicine, Michigan State University College of Human Medicine, East Lansing, Michigan, USA
    Psychother Psychosom 73:36-42. 2004
    ..As part of conducting a randomized control trial (RCT) to treat chronically high utilizing patients with medically unexplained symptoms (MUS), we developed the chart rating method reported here to identify and classify MUS subjects...
  31. ncbi request reprint Estimating mean hospital cost as a function of length of stay and patient characteristics
    Elena Polverejan
    Department of Epidemiology, Michigan State University, East Lansing, MI 48823, USA
    Health Econ 12:935-47. 2003
    ....
  32. ncbi request reprint Using nurse practitioners to implement an intervention in primary care for high-utilizing patients with medically unexplained symptoms
    Judith S Lyles
    Department of Medicine, Michigan State University College of Human Medicine, East Lansing 48824, USA
    Gen Hosp Psychiatry 25:63-73. 2003
    ....
  33. ncbi request reprint Administrative database screening to identify somatizing patients
    Robert C Smith
    Med Care 44:799-802. 2006
  34. ncbi request reprint Longitudinal analysis of censored medical cost data
    Onur Baser
    Thomson Medstat, Ann Arbor, MI 48108, USA
    Health Econ 15:513-25. 2006
    ..The methods are applied to a sample of 201 Medicare beneficiaries diagnosed with lung cancer between 1994 and 1997...

Research Grants13

  1. Statistical Innovations in Health Services Research
    Joseph Gardiner; Fiscal Year: 2007
    ..services researchers, this project will provide methods for extracting valuable information on healthcare utilization and outcomes from administrative databases that can be used to inform cost-effectiveness analyses and health policy ..
  2. Use of Regression Models in Cost-effectiveness Analysis
    Joseph Gardiner; Fiscal Year: 2006
    ....
  3. STATISTICAL INFERENCE FOR COST-EFFECTIVENESS ANALYSIS
    Joseph Gardiner; Fiscal Year: 2002
    ....
  4. STATISTICAL INFERENCE FOR COST-EFFECTIVENESS ANALYSIS
    Joseph Gardiner; Fiscal Year: 1999
    ..The methods proposed in this investigation have immediate application to these studies, and offer an array of promising techniques for use in cost-effectiveness analysis. ..
  5. Statistical Innovations in Health Services Research
    Joseph Gardiner; Fiscal Year: 2009
    ..services researchers, this project will provide methods for extracting valuable information on healthcare utilization and outcomes from administrative databases that can be used to inform cost-effectiveness analyses and health policy ..