Browsing by Author "Chapman, Jennifer G"

Now showing 1 - 2 of 2
  • Thumbnail Image
    ItemOpen Access
    Identifying treatment effects of an informal caregiver education intervention to increase days in the community and decrease caregiver distress: a machine-learning secondary analysis of subgroup effects in the HI-FIVES randomized clinical trial.
    (Trials, 2020-02) Shepherd-Banigan, Megan; Smith, Valerie A; Lindquist, Jennifer H; Cary, Michael Paul; Miller, Katherine EM; Chapman, Jennifer G; Van Houtven, Courtney H

    Background

    Informal caregivers report substantial burden and depressive symptoms which predict higher rates of patient institutionalization. While caregiver education interventions may reduce caregiver distress and decrease the use of long-term institutional care, evidence is mixed. Inconsistent findings across studies may be the result of reporting average treatment effects which do not account for how effects differ by participant characteristics. We apply a machine-learning approach to randomized clinical trial (RCT) data of the Helping Invested Family Members Improve Veteran's Experiences Study (HI-FIVES) intervention to explore how intervention effects vary by caregiver and patient characteristics.

    Methods

    We used model-based recursive partitioning models. Caregivers of community-residing older adult US veterans with functional or cognitive impairment at a single VA Medical Center site were randomized to receive HI-FIVES (n = 118) vs. usual care (n = 123). The outcomes included cumulative days not in the community and caregiver depressive symptoms assessed at 12 months post intervention. Potential moderating characteristics were: veteran age, caregiver age, caregiver ethnicity and race, relationship satisfaction, caregiver burden, perceived financial strain, caregiver depressive symptoms, and patient risk score.

    Results

    The effect of HI-FIVES on days not at home was moderated by caregiver burden (p < 0.001); treatment effects were higher for caregivers with a Zarit Burden Scale score ≤ 28. Caregivers with lower baseline Center for Epidemiologic Studies Depression Scale (CESD-10) scores (≤ 8) had slightly lower CESD-10 scores at follow-up (p < 0.001).

    Conclusions

    Family caregiver education interventions may be less beneficial for highly burdened and distressed caregivers; these caregivers may require a more tailored approach that involves assessing caregiver needs and developing personalized approaches.

    Trial registration

    ClinicalTrials.gov, ID:NCT01777490. Registered on 28 January 2013.
  • Thumbnail Image
    ItemOpen Access
    Patient and provider interventions for managing osteoarthritis in primary care: protocols for two randomized controlled trials.
    (BMC musculoskeletal disorders, 2012-04) Allen, Kelli D; Bosworth, Hayden B; Brock, Dorothea S; Chapman, Jennifer G; Chatterjee, Ranee; Coffman, Cynthia J; Datta, Santanu K; Dolor, Rowena J; Jeffreys, Amy S; Juntilla, Karen A; Kruszewski, Jennifer; Marbrey, Laurie E; McDuffie, Jennifer; Oddone, Eugene Z; Sperber, Nina; Sochacki, Mary P; Stanwyck, Catherine; Strauss, Jennifer L; Yancy, William S

    Background

    Osteoarthritis (OA) of the hip and knee are among the most common chronic conditions, resulting in substantial pain and functional limitations. Adequate management of OA requires a combination of medical and behavioral strategies. However, some recommended therapies are under-utilized in clinical settings, and the majority of patients with hip and knee OA are overweight and physically inactive. Consequently, interventions at the provider-level and patient-level both have potential for improving outcomes. This manuscript describes two ongoing randomized clinical trials being conducted in two different health care systems, examining patient-based and provider-based interventions for managing hip and knee OA in primary care.

    Methods / design

    One study is being conducted within the Department of Veterans Affairs (VA) health care system and will compare a Combined Patient and Provider intervention relative to usual care among n = 300 patients (10 from each of 30 primary care providers). Another study is being conducted within the Duke Primary Care Research Consortium and will compare Patient Only, Provider Only, and Combined (Patient + Provider) interventions relative to usual care among n = 560 patients across 10 clinics. Participants in these studies have clinical and / or radiographic evidence of hip or knee osteoarthritis, are overweight, and do not meet current physical activity guidelines. The 12-month, telephone-based patient intervention focuses on physical activity, weight management, and cognitive behavioral pain management. The provider intervention involves provision of patient-specific recommendations for care (e.g., referral to physical therapy, knee brace, joint injection), based on evidence-based guidelines. Outcomes are collected at baseline, 6-months, and 12-months. The primary outcome is the Western Ontario and McMasters Universities Osteoarthritis Index (self-reported pain, stiffness, and function), and secondary outcomes are the Short Physical Performance Test Protocol (objective physical function) and the Patient Health Questionnaire-8 (depressive symptoms). Cost effectiveness of the interventions will also be assessed.

    Discussion

    Results of these two studies will further our understanding of the most effective strategies for improving hip and knee OA outcomes in primary care settings.

    Trial registration

    NCT01130740 (VA); NCT 01435109 (NIH).