Valerie A. Smith | Scholars@Duke

Valerie A. Smith
Assistant Professor in Population Health Sciences

Valerie A. Smith, DrPH, is a biostatistician, Assistant Professor in the Duke University Department of Population Health Sciences, and investigator at the Durham Veterans Affairs Medical Center's Center of Innovation. Her methodological research interests include: methods for semicontinuous and zero-inflated data, economic modeling methods, causal inference methods, observational study design, and longitudinal data analysis. Her current methodological research has focused on the development of marginalized models for semicontinuous data.

Dr. Smith works largely in collaboration with a multidisciplinary team of researchers, with a focus on health policy interventions, health care utilization and expenditure patterns, program and policy evaluation, obesity and weight loss, bariatric surgery evaluation, and family caregiver supportive services.

Areas of expertise: Biostatistics, Health Services Research, Health Economics, and Health Policy

Current Appointments & Affiliations

Assistant Professor in Population Health Sciences, Population Health Sciences, Basic Science Departments 2017
Assistant Professor in Medicine, Medicine, General Internal Medicine, Medicine 2018

Contact Information

valerie.a.smith@duke.edu

Background
Education, Training, & Certifications
- DrPH, University of North Carolina at Chapel Hill 2015
- M.S., Stanford University 2008
- B.S., University of North Carolina at Chapel Hill 2007
Duke Appointment History
- Assistant Professor in Medicine, Medicine, General Internal Medicine, Medicine 2016 - 2017
Recognition
Awards & Honors
Research
Selected Grants
- Long-term Mental Health Outcomes of Bariatric Surgery awarded by National Institutes of Health 2016 - 2021
- Impact of Primary Care Clinician Interdependence and Coordination on Quality of Care Delivered to Complex Older Patients with Diabetes awarded by National Institutes of Health 2016 - 2021
- Caregivers' Reactions and Experience: Imaging Dementia-Evidence for Amyloid Scanning-CARE IDEAS awarded by Brown University 2017 - 2019
Publications & Artistic Works
Selected Publications
- Conference Papers
  - Razouki, ZA, Beadles, C, Woolson, S, Smith, V, Jackson, GL, and Hastings, SN. "DO PRIMARY CARE CLINICS WITH HIGHER ADOPTION LEVELS OF PATIENT CENTERED MEDICAL HOME FEATURES HAVE LOWER ED RETURN VISITS?." May 2016. Link to Item
  - Zullig, LL, Smith, V, Danus, S, Schnell, M, Lindquist, J, Provenzale, DT, Jackson, GL, Weinberger, M, Kelley, MJ, and Bosworth, HB. "Colorectal cancer survivorship statistics: A Veterans Affairs Central Cancer Registry analysis." January 20, 2016. Full Text
  - Yancy, WS, Coffman, C, Smith, V, Mayer, SB, Kolotkin, RL, Geiselman, PJ, McVay, M, Oddone, EZ, and Voils, C. "ALLOWING PATIENT CHOICE BETWEEN TWO DIVERSE DIETS DID NO IMPROVE WEIGHT LOSS." April 2014. Link to Item
  - McGurk, R, Bowsher, J, Smith, V, Lee, J, and Das, S. "MO-G-BRA-01: Optimal Image Filtration Strategies for PET Segmentation." June 2012. Full Text
  - McGurk, R, Bowsher, J, Smith, V, Lee, J, and Das, S. "Optimal Image Filtration Strategies for PET Segmentation." June 2012. Full Text Link to Item
  - Smith, VA, Camp, ER, and Lentsch, EJ. "Merkel cell carcinoma: identification of prognostic factors unique to tumors located in the head and neck based on analysis of SEER data." June 2012. Full Text
  - Hastings, SN, Smith, VA, Weinberger, M, Schmader, KE, Olsen, MK, and Oddone, EZ. "Older Veterans Treated and Released from VAMC Emergency Departments." April 2011. Link to Item
  - Maciejewski, M, Olsen, M, Smith, V, Kavee, A, Arterburn, D, Kahwati, L, Henderson, W, and Livingston, E. "POST-SURGICAL HEALTH CARE EXPENDITURES AND WEIGHT CHANGE FOLLOWING BARIATRIC SURGERY." June 2010. Link to Item
- Journal Articles
  - Smith, VA, Maciejewski, ML, and Olsen, MK. "Modeling Semicontinuous Longitudinal Expenditures: A Practical Guide." Health Services Research 53 Suppl 1 (August 2018): 3125-3147. Full Text
  - Everett, CM, Morgan, P, Smith, VA, Woolson, S, Edelman, D, Hendrix, CC, Berkowitz, T, White, B, and Jackson, GL. "Interpersonal continuity of primary care of veterans with diabetes: a cohort study using electronic health record data." Bmc Family Practice 19, no. 1 (July 30, 2018): 132-null. Full Text
  - Zullig, LL, Kimmick, G, Smith, V, Little, K, Bosworth, HB, Gonzales, S, Oakes, MM, Shelby, RA, Owen, L, and Altomare, IP. "Using a geriatric oncology assessment to link with services (GOAL)." Journal of Geriatric Oncology (June 26, 2018). Full Text
  - Shepherd-Banigan, M, Smith, VA, Maciejewski, ML, Stechuchak, KM, Hastings, SN, Wieland, GD, Miller, KEM, Kabat, M, Henius, J, Campbell-Kotler, M, and Van Houtven, CH. "The Effect of Support and Training for Family Members on Access to Outpatient Services for Veterans with Posttraumatic Stress Disorder (PTSD)." Administration and policy in mental health (January 27, 2018). Full Text
  - Shepherd-Banigan, M, Smith, VA, Stechuchak, KM, Miller, KEM, Hastings, SN, Wieland, GD, Olsen, MK, Kabat, M, Henius, J, Campbell-Kotler, M, and Van Houtven, CH. "Comprehensive Support for Family Caregivers of Post-9/11 Veterans Increases Veteran Utilization of Long-term Services and Supports: A Propensity Score Analysis." Inquiry : a journal of medical care organization, provision and financing 55 (January 2018): 46958018762914-. Full Text
  - Smith, VA, and Preisser, JS. "A marginalized two-part model with heterogeneous variance for semicontinuous data." Statistical Methods in Medical Research (January 2018): 962280218758358-null. Full Text
  - Smith, VA, Neelon, B, Maciejewski, ML, and Preisser, JS. "Two parts are better than one: modeling marginal means of semicontinuous data." Health Services and Outcomes Research Methodology 17, no. 3-4 (December 2017): 198-218. Full Text
  - Smith, VA, and Preisser, JS. "Direct and flexible marginal inference for semicontinuous data." Statistical Methods in Medical Research 26, no. 6 (December 2017): 2962-2965. Full Text
  - Smith, VA, Neelon, B, Preisser, JS, and Maciejewski, ML. "A marginalized two-part model for longitudinal semicontinuous data." Statistical Methods in Medical Research 26, no. 4 (August 2017): 1949-1968. Full Text
  - Teusner, D, Smith, V, Gnanamanickam, E, and Brennan, D. "Examining dental expenditure and dental insurance accounting for probability of incurring expenses." Community dentistry and oral epidemiology 45, no. 2 (April 2017): 101-111. Full Text
  - Van Houtven, CH, Smith, VA, Stechuchak, KM, Shepherd-Banigan, M, Hastings, SN, Maciejewski, ML, Wieland, GD, Olsen, MK, Miller, KEM, Kabat, M, Henius, J, Campbell-Kotler, M, and Oddone, EZ. "Comprehensive Support for Family Caregivers: Impact on Veteran Health Care Utilization and Costs." Medical care research and review : MCRR (March 2017): 1077558717697015-. Full Text
  - Morgan, P, Everett, CM, Smith, VA, Woolson, S, Edelman, D, Hendrix, CC, Berkowitz, TSZ, White, B, and Jackson, GL. "Factors Associated With Having a Physician, Nurse Practitioner, or Physician Assistant as Primary Care Provider for Veterans With Diabetes Mellitus." Inquiry : a Journal of Medical Care Organization, Provision and Financing 54 (January 2017): 46958017712762-null. Full Text
  - Zullig, LL, Smith, VA, Jackson, GL, Danus, S, Schnell, M, Lindquist, J, Provenzale, D, Weinberger, M, Kelley, MJ, and Bosworth, HB. "Colorectal Cancer Statistics From the Veterans Affairs Central Cancer Registry." Clinical Colorectal Cancer 15, no. 4 (December 2016): e199-e204. Full Text
  - Maciejewski, ML, Arterburn, DE, Van Scoyoc, L, Smith, VA, Yancy, WS, Weidenbacher, HJ, Livingston, EH, and Olsen, MK. "Bariatric Surgery and Long-term Durability of Weight Loss." Jama Surgery 151, no. 11 (November 2016): 1046-1055. Full Text
  - Neelon, B, O'Malley, AJ, and Smith, VA. "Modeling zero-modified count and semicontinuous data in health services research part 2: case studies." Statistics in medicine 35, no. 27 (November 2016): 5094-5112. Full Text
  - Neelon, B, O'Malley, AJ, and Smith, VA. "Modeling zero-modified count and semicontinuous data in health services research Part 1: background and overview." Statistics in Medicine 35, no. 27 (November 2016): 5070-5093. Full Text
  - Calhoun, PS, Datta, S, Olsen, M, Smith, VA, Moore, SD, Hair, LP, Dedert, EA, Kirby, A, Dennis, M, Beckham, JC, and Bastian, LA. "Comparative Effectiveness of an Internet-Based Smoking Cessation Intervention Versus Clinic-Based Specialty Care for Veterans." Journal of substance abuse treatment 69 (October 2016): 19-27. Full Text
  - McVay, MA, Voils, CI, Geiselman, PJ, Smith, VA, Coffman, CJ, Mayer, S, and Yancy, WS. "Food preferences and weight change during low-fat and low-carbohydrate diets." Appetite 103 (August 2016): 336-343. Full Text Open Access Copy
  - Yancy, WS, Mayer, SB, Coffman, CJ, Smith, VA, Kolotkin, RL, Geiselman, PJ, McVay, MA, Oddone, EZ, and Voils, CI. "Effect of Allowing Choice of Diet on Weight Loss: A Randomized Trial." Annals of Internal Medicine 162, no. 12 (June 2015): 805-814. Full Text
  - Arterburn, DE, Olsen, MK, Smith, VA, Livingston, EH, Van Scoyoc, L, Yancy, WS, Eid, G, Weidenbacher, H, and Maciejewski, ML. "Association between bariatric surgery and long-term survival." Jama 313, no. 1 (January 2015): 62-70. Full Text
  - Yancy, WS, Mayer, SB, Coffman, CJ, Smith, VA, Kolotkin, RL, Geiselman, PJ, McVay, MA, Oddone, EZ, and Voils, CI. "Effect of allowing choice of diet on weight loss: A randomized trial." Annals of Internal Medicine 162, no. 12 (January 1, 2015): 805-814. Full Text
  - McVay, MA, Voils, CI, Coffman, CJ, Geiselman, PJ, Kolotkin, RL, Mayer, SB, Smith, VA, Gaillard, L, Turner, MJ, and Yancy, WS. "Factors associated with choice of a low-fat or low-carbohydrate diet during a behavioral weight loss intervention." Appetite 83 (December 2014): 117-124. Full Text
  - Smith, VA, Preisser, JS, Neelon, B, and Maciejewski, ML. "A marginalized two-part model for semicontinuous data." Statistics in Medicine 33, no. 28 (December 2014): 4891-4903. Full Text
  - Fusco, WG, Choudhary, NR, Routh, PA, Ventevogel, MS, Smith, VA, Koch, GG, Almond, GW, Orndorff, PE, Sempowski, GD, and Leduc, I. "The Haemophilus ducreyi trimeric autotransporter adhesin DsrA protects against an experimental infection in the swine model of chancroid." Vaccine 32, no. 30 (June 2014): 3752-3758. Full Text
  - Maciejewski, ML, Bosworth, HB, Olsen, MK, Smith, VA, Edelman, D, Powers, BJ, Kaufman, MA, Oddone, EZ, and Jackson, GL. "Do the benefits of participation in a hypertension self-management trial persist after patients resume usual care?." Circulation. Cardiovascular Quality and Outcomes 7, no. 2 (March 11, 2014): 269-275. Full Text
  - Fusco, WG, Choudhary, NR, Routh, PA, Ventevogel, MS, Smith, VA, Koch, GG, Almond, GW, Orndorff, PE, Sempowski, GD, and Leduc, I. "The Haemophilus ducreyi trimeric autotransporter adhesin DsrA protects against an experimental infection in the swine model of chancroid." Vaccine 32, no. 30 (January 1, 2014): 3752-3758. Full Text
  - Smith, VA, Preisser, JS, Neelon, B, and Maciejewski, ML. "A marginalized two-part model for semicontinuous data." Statistics in Medicine 33, no. 28 (January 1, 2014): 4891-4903. Full Text
  - Hastings, SN, Smith, VA, Weinberger, M, Oddone, EZ, Olsen, MK, and Schmader, KE. "Health services use of older veterans treated and released from veterans affairs medical center emergency departments." Journal of the American Geriatrics Society 61, no. 9 (September 4, 2013): 1515-1521. Full Text
  - Arterburn, D, Livingston, EH, Olsen, MK, Smith, VA, Kavee, AL, Kahwati, LC, Henderson, WG, and Maciejewski, ML. "Predictors of initial weight loss after gastric bypass surgery in twelve Veterans Affairs Medical Centers." Obesity research & clinical practice 7, no. 5 (September 2013): e367-e376. Full Text
  - McGurk, RJ, Smith, VA, Bowsher, J, Lee, JA, and Das, SK. "Influence of filter choice on 18F-FDG PET segmentation accuracy determined using generalized estimating equations." Phys Med Biol 58, no. 11 (June 7, 2013): 3517-3534. Full Text Link to Item
  - McGurk, R, Smith, V, Bowsher, J, Lee, J, and Das, S. "TH-C-WAB-08: Modeling of the Dice Coefficient for PET Segmentation Studies." Medical physics 40, no. 6Part32 (June 2013): 538-. Full Text
  - Yancy, WS, Coffman, CJ, Geiselman, PJ, Kolotkin, RL, Almirall, D, Oddone, EZ, Mayer, SB, Gaillard, LA, Turner, M, Smith, VA, and Voils, CI. "Considering patient diet preference to optimize weight loss: design considerations of a randomized trial investigating the impact of choice." Contemp Clin Trials 35, no. 1 (May 2013): 106-116. Full Text Link to Item
  - Jackson, GL, Edelman, D, Olsen, MK, Smith, VA, and Maciejewski, ML. "Benefits of participation in diabetes group visits after trial completion." JAMA internal medicine 173, no. 7 (April 2013): 590-592. (Letter) Full Text
  - Smith, VA, Sessions, RB, and Lentsch, EJ. "Cervical lymph node metastasis and papillary thyroid carcinoma: does the compartment involved affect survival? Experience from the SEER database." Journal of surgical oncology 106, no. 4 (September 2012): 357-362. Full Text
  - Oyer, SL, Smith, VA, and Lentsch, EJ. "Reevaluating the prognostic significance of age in differentiated thyroid cancer." Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery 147, no. 2 (August 2012): 221-226. Full Text
  - Maciejewski, ML, Livingston, EH, Smith, VA, Kahwati, LC, Henderson, WG, and Arterburn, DE. "Health expenditures among high-risk patients after gastric bypass and matched controls." Archives of Surgery (Chicago, Ill. : 1960) 147, no. 7 (July 2012): 633-640. Full Text
  - Wang, V, Smith, VA, Bosworth, HB, Oddone, EZ, Olsen, MK, McCant, F, Powers, BJ, and Van Houtven, CH. "Economic evaluation of telephone self-management interventions for blood pressure control." American Heart Journal 163, no. 6 (June 2012): 980-986. Full Text
  - Crowley, MJ, Smith, VA, Olsen, MK, Danus, S, Oddone, EZ, Bosworth, HB, and Powers, BJ. "Treatment intensification in a hypertension telemanagement trial: clinical inertia or good clinical judgment?." Hypertension (Dallas, Tex. : 1979) 58, no. 4 (October 2011): 552-558. Full Text
  - Bosworth, HB, Powers, BJ, Olsen, MK, McCant, F, Grubber, J, Smith, V, Gentry, PW, Rose, C, Van Houtven, C, Wang, V, Goldstein, MK, and Oddone, EZ. "Home blood pressure management and improved blood pressure control: results from a randomized controlled trial." Arch Intern Med 171, no. 13 (July 11, 2011): 1173-1180. Full Text Link to Item
  - Maciejewski, ML, Livingston, EH, Smith, VA, Kavee, AL, Kahwati, LC, Henderson, WG, and Arterburn, DE. "Survival among high-risk patients after bariatric surgery." JAMA 305, no. 23 (June 12, 2011): 2419-2426. Full Text
  - Hastings, SN, Smith, VA, Weinberger, M, Schmader, KE, Olsen, MK, and Oddone, EZ. "Emergency department visits in Veterans Affairs medical facilities." The American journal of managed care 17, no. 6 Spec No. (June 2011): e215-e223.
  - Hastings, SN, Smith, VA, Weinberger, M, Schmader, KE, Olsen, MK, and Oddone, EZ. "Emergency department visits in veterans affairs medical facilities." American Journal of Managed Care 17, no. 6 (June 1, 2011).
  - Powers, BJ, Olsen, MK, Smith, VA, Woolson, RF, Bosworth, HB, and Oddone, EZ. "Measuring blood pressure for decision making and quality reporting: where and how many measures?." Annals of internal medicine 154, no. 12 (June 2011): 781-788. Full Text
  - Powers, B, Olsen, M, Smith, V, Woolson, R, Bosworth, H, and Oddone, E. "MEASURING BLOOD PRESSURE FOR DECISION MAKING AND QUALITY REPORTING: WHERE AND HOW MANY MEASURES?." JOURNAL OF GENERAL INTERNAL MEDICINE 26 (May 2011): S21-S22. Link to Item
  - Maciejewski, ML, Smith, VA, Livingston, EH, Kavee, AL, Kahwati, LC, Henderson, WG, and Arterburn, DE. "Health care utilization and expenditure changes associated with bariatric surgery." Medical Care 48, no. 11 (November 2010): 989-998. Full Text
  - Bosworth, HB, Almirall, D, Weiner, BJ, Maciejewski, M, Kaufman, MA, Powers, BJ, Oddone, EZ, Lee, S-YD, Damush, TM, Smith, V, Olsen, MK, Anderson, D, Roumie, CL, Rakley, S, Del Monte, PS, Bowen, ME, Kravetz, JD, and Jackson, GL. "The implementation of a translational study involving a primary care based behavioral program to improve blood pressure control: The HTN-IMPROVE study protocol (01295)." Implementation Science : Is 5 (January 2010): 54-null. Full Text Open Access Copy

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Education, Training, & Certifications

Duke Appointment History

Awards & Honors

Selected Grants

Selected Publications

Conference Papers

Journal Articles