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Pecina, Jennifer

0000-0003-1970-1344

Mayo Clinic

Department of Family Medicine, Mayo Clinic, Rochester, MN, USA.

Citations 35

Using the M/G/∞ queueing model to predict inpatient family medicine service census and resident workload
Garrison, Gregory M. , Pecina, Jennifer L. , Pecina, Jennifer

Health Informatics Journal | January 21, 2015 | Volume: 22 | Issue: 3 | Pages: 429-439

10.1177/1460458214565949 Get It

The number and timing of unplanned admissions to inpatient teaching services vary. Recent changes to resident duty hours make it essential to maximize learning experiences and balance workload on these services. Queueing theory provides a mechanism for understanding and planning for the variations in admissions and daily census. Daily admissions, length of stay, and daily census were modeled for a teaching inpatient family medicine service over 46 months using an M/G/∞ queueing model. Q–Q plots and a Kolmogorov–Smirnov test were used to check the fit of actual data to the model. Admissions and daily census followed a Poisson distribution (λ = 3.28 and λ = 8.28, respectively), while length-of-stay followed a lognormal distribution (µ = 0.49, σ2 = 0.83). The M/G/∞ queueing model proved useful for predicting overflow admission frequency, defining expected resident workload in terms of patient-days, and determining hospital unit size requirements.
Nurse Practitioners and Physician Assistants Are Complements to Family Medicine Physicians
Rohrer, James E. , Angstman, Kurt B. , Garrison, Gregory M. , Pecina, Jennifer L. , Maxson, Julie, Pecina, Jennifer

Population Health Management | March 28, 2013 | Volume: 16 | Issue: 4 | Pages: 242-245

10.1089/pop.2012.0092 Get It

Controlling the overall cost of medical care requires controlling the number of physician visits. Nurse practitioners and physician assistants (NPs/PAs) may function as lower-cost substitutes for physicians or they may complement physician services. The association between NP/PA and physician visits when NPs/PAs are not working as primary care providers (PCPs) has not been thoroughly studied. A sample of 400 family medicine patients drawn from 1 large multisite practice was studied using multiple logistic regression analysis. NPs/PAs did not function as PCPs during the study period. Patients were defined as outliers if they visited physicians more than 5 times in a year. Patients who visited NPs/PAs in non-retail clinics were significantly more likely to be physician visit outliers. Visits to NPs/PAs in retail clinics were not related to physician visits. NP/PA visits in standard medical office settings complement physician visits when the NPs/PAs were not working as PCPs in this large multisite practice. Health care reform proposals relying on increased use of NPs/PAs may be more cost-efficient if NPs/PAs are located in retail settings or function as PCPs. ( Population Health Management 2013;16:242–245)
Prolonged Care Management for Depression
Angstman, Kurt B. , Pecina, Jennifer L. , Bernard, Matthew , Matthews, Marc R. , Pecina, Jennifer , Matthews, Marc R

Journal of Primary Care & Community Health | January 30, 2013 | Volume: 4 | Issue: 2 | Pages: 129-134

10.1177/2150131913475667 Get It

Introduction: Collaborative care management (CCM) for the treatment of depression has been shown to be an effective therapy. CCM can be seen as a resource intensive treatment. Early identification of patients who would not be effectively treated with CCM could allow for alteration of therapy or change in modality. Methods: A retrospective case-controlled study used 132 patients with prolonged enrollment (>1 year) in CCM (cases) and 396 randomized CCM patients who achieved remission within 6 months (controls). The hypothesis was that by studying the epidemiology of patients in prolonged care management (PCM), characteristics could be determined to help define this group. Results: With regression modeling, the odds of a patient having PCM at 1 year was highly significant for those unmarried patients (odds ratio [OR] = 1.736, confidence interval [CI] = 1.115-2.703, P = .015) with dysthymia (OR = 2.362, CI = 1.104-5.052, P = .027) and severe depression (OR = 2.856, CI = 1.551-5.260, P = .001). The adjusted baseline Patient Health Questionnaire–9 (PHQ-9) score showed a difference of 16.0 for the cases versus 14.8 for the controls ( P < .001). By 10 weeks, the difference is much larger at (10.7 vs 4.9, P < .001). At 26 weeks, the control group had an adjusted average PHQ-9 score of 2.0, whereas the case group was still elevated at 10.2 ( P < .001). Conclusions: Case-controlled analysis of PCM patients demonstrated independent predictors (such as unmarried status, diagnosis of dysthymia or severe depression), however, no baseline data was of sufficient clarity to suggest changes in clinical practice. The trend of the patient’s PHQ-9 over time was strongly suggestive of allowing differentiation between the groups.
Health Care Providers Style May Impact Acceptance of Telemonitoring
Pecina, Jennifer L. , Vickers, Kristin S. , Finnie, Dawn M., Hathaway, Julie, Takahashi, Paul Y. , Hanson, Gregory J. , Pecina, Jennifer , Takahashi, Paul

Home Health Care Management & Practice | April 4, 2012 | Volume: 24 | Issue: 6 | Pages: 276-282

10.1177/1084822312440706 Get It

Health care provider’s acceptance of telemonitoring is pivotal for implementation. The aim of this study was to determine provider’s feelings about telemonitoring using a qualitative method. In regard to method, we interviewed physicians, nurse practitioners, and registered nurses to explore their attitudes toward telemonitoring. Thematic and content analysis strategies were used to identify core concepts and develop categories for coding interview data. Results reveal that providers view telemonitoring as most appropriate for specific types of patients, especially older patients with chronic medical conditions. Telemonitoring offers reassurance to patients and providers. Some providers expressed concerns about excessive information that at times may not be clinically useful. In conclusion, home telemonitoring provides reassurance to patients and health care providers. Taking provider preferences into consideration when implementing telemonitoring may improve provider acceptance of this form of care.
Telemonitoring Increases Patient Awareness of Health and Prompts Health-Related Action: Initial Evaluation of the TELE-ERA Study
Pecina, Jennifer L. , Vickers, Kristin S. , Finnie, Dawn M., Hathaway, Julie, Hanson, Gregory J. , Takahashi, Paul Y. , Pecina, Jennifer , Takahashi, Paul

Telemedicine and e-Health | May 25, 2011 | Volume: 17 | Issue: 6 | Pages: 461-466

10.1089/tmj.2010.0213 Get It

Introduction: Telemonitoring is being increasingly used for chronic disease monitoring. Understanding elderly patients' feelings and perspectives toward telemonitoring is important to minimize any barriers to implementation in this population . Methods: Twenty Tele-Era Trial participants completed qualitative interviews assessing opinions about their telemonitoring experience. Participants also rated telemonitoring on burden, communication with clinicians, impact on medical condition knowledge, and confidence in using the monitor . Results: On an average, participants rated telemonitoring as minimally burdensome, rated themselves confident in using the monitor, and positively rated telemonitoring for clinical communication. Qualitative analysis revealed a predominant theme that telemonitoring increases patient awareness of their health and also that telemonitoring prompts action . Conclusion: Elderly patients find home telemonitoring to be an acceptable and satisfying experience that can increase their awareness of their health and provide a sense of safety in their home. Home telemonitoring can lead to earlier evaluation of decline in health status .