Use of a Single-Item Ecological Momentary Assessment to Measure Daily Exercise: Agreement with Accelerometer-Measured Exercise.

Accelerometers have been used to objectively quantify physical activity, but they can pose a high burden. This study was conducted to determine the feasibility of using a single-item smartphone-based ecological momentary assessment (EMA) in lieu of accelerometers in long-term assessment of daily exercise. Data were collected from a randomized controlled trial of intermittently exercising, otherwise healthy adults (N = 79; 57% female, mean age: 31.9 ± 9.5 years) over 365 days. Smartphone-based EMA self-reports of exercise entailed daily end-of-day responses about physical activity; the participants also wore a Fitbit device to measure physical activity. The Kappa statistic was used to quantify the agreement between accelerometer-determined (24 min of moderate-to-vigorous physical activity [MVPA] within 30 min) and self-reported exercise. Possible demographic predictors of agreement were assessed. Participants provided an average of 164 ± 87 days of complete data. The average within-person Kappa was κ = 0.30 ± 0.22 (range: -0.15-0.73). Mean Kappa ranged from 0.16 to 0.30 when the accelerometer-based definition of an exercise bout varied in duration from 15 to 30 min of MVPA within any 30 min period. Among the correlates examined, sex was significantly associated with agreement; mean agreement was higher among women (κ = 0.37) than men (κ = 0.20). Agreement between EMA self-reported and accelerometer-measured exercise was fair, suggesting that long-term exercise monitoring through a single-item EMA may be acceptable.

Treatment Patterns and Disease Burden Associated with Multiple-Inhaler Triple-Therapy Use in Asthma.

BACKGROUND: Addition of a long-acting muscarinic antagonist is recommended for patients with asthma uncontrolled on inhaled corticosteroid/long-acting ß2-agonist therapy. This is the first large-scale, real-world study examining multiple-inhaler triple-therapy (MITT) use in asthma. OBJECTIVE: To describe real-world prevalence, outcomes, and treatment patterns associated with MITT. METHODS: This retrospective cohort study used medical and pharmacy claims from the Optum Research Database. Patients were diagnosed with asthma between January 01, 2013, and July 31, 2018, with evidence of MITT use (≥1 overlapping days' supply of inhaled corticosteroid, long-acting ß2-agonist, and long-acting muscarinic antagonist). Annual MITT prevalence (primary end point) was assessed in the prevalent population; eligible patients were 18 years or older with 2 or more asthma diagnoses during the study period, and continuous enrollment for the entire year. Secondary outcomes (adherence [proportion of days covered], MITT persistence, health care resource utilization, costs) were assessed in the incident MITT population; eligible patients were 18 years or older, with 2 or more asthma diagnoses and continuous enrollment during both the 12-month baseline and 12-month follow-up periods. Patients with chronic obstructive pulmonary disease or cystic fibrosis were excluded. RESULTS: MITT prevalence was low but increased from 0.35% (95% CI, 0.32-0.37) in 2014/2015 to 1.00% (95% CI, 0.96-1.04) in 2017/2018. Among 1831 incident MITT users, there was a substantial disease burden, demonstrated by high health care resource utilization and exacerbation rates. Adherence and persistence to MITT was low (mean proportion of days covered, 0.31 ± 0.27), and 12% (n = 216) remained on MITT 12 months postinitiation. CONCLUSIONS: Overall, MITT use among patients with asthma is low. Patients initiating MITT have substantial disease burden and significant unmet needs.

Economic burden of osteoporotic fractures in US managed care enrollees.

OBJECTIVES: To examine healthcare resource utilization (HRU) and costs in a population of managed care enrollees who experienced an osteoporotic fracture. STUDY DESIGN: Retrospective cohort study using the Optum Research Database (January 2007 to May 2017). METHODS: All-cause and osteoporosis-related HRU and costs were analyzed in patients 50 years and older with a qualifying index fracture and continuous enrollment with medical and pharmacy benefits for 12 months preindex (baseline period). RESULTS: Of 1,841,263 patients with fractures during the identification period, 302,772 met eligibility criteria. Two-thirds (66.6%) were 65 years and older, 71.6% were women, and 41.2% were commercial (not Medicare Advantage) enrollees. The most common fracture sites were spine (21.9%), radius/ulna (19.5%), and hip (13.7%). Mean (SD) total all-cause healthcare cost was $34,855 ($56,094), with most paid by health plans ($31,863 [$55,025]) versus patients ($2992 [$2935]). Most healthcare costs were for medical ($31,766 [$54,943]) versus pharmacy ($3089 [$6799]) services. Approximately 75% of patients received rehabilitation services (mean [SD] cost = $18,025 [$41,318]). Diagnosis of index fracture during an inpatient stay versus an outpatient visit (cost ratio, 2.16; 95% CI, 2.13-2.19) and fractures at multiple sites (cost ratio, 1.23; 95% CI, 1.21-1.26) were the leading predictors of cost. Kaplan-Meier estimated cumulative second-fracture rates were 6.6% at 1 year, 12.3% at 2 years, 16.9% at 3 years, and 20.9% at 4 years after index fracture. CONCLUSIONS: These findings suggest a significant economic burden associated with fractures, including a high total all-cause cost of care. Early identification and treatment of patients at high risk of fractures are of paramount importance to reduce fracture risk and associated healthcare costs.

A systematic review of the inclusion of mechanisms of action in NIH-funded intervention trials to improve medication adherence.

Medication nonadherence contributes to morbidity/mortality, but adherence interventions yield small and inconsistent effects. Understanding the mechanisms underlying initiation and maintenance of adherence could improve interventions. The National Institutes of Health (NIH) support adherence research, but it is unclear whether existing NIH-funded research incorporates mechanisms. We conducted a systematic review to determine the proportion of NIH-funded adherence trials that have tested hypothesized mechanisms of intervention effects. We included randomized and quasi-randomized NIH-funded trials with medication adherence in adults as the primary outcome. Studies were identified by searching electronic databases from inception to 6/2016, references, and clinicaltrials.gov. Two of 18 (11%) NIH-funded trials tested a hypothesized mechanism of an intervention's effect on medication adherence. Another 44 studies with medication adherence as a secondary outcome were described in protocol form, and are either ongoing or never published results, but none mentioned mechanism tests. Overall, 3% of NIH-funded trials with adherence as an outcome conducted, or plan to conduct, tests of behavior change mechanisms. These results mirror previous findings that very few studies of behavior change interventions actually test the mechanism by which the intervention is hypothesized to improve health behaviors. We must understand mechanisms if we are to improve the effectiveness of interventions.

Comparison of Different Algorithms for Sentiment Analysis: Psychological Stress Notes.

To visualize and compare three text analysis algorithms of sentiment (AFINN, Bing, Syuzhet), applied to 1549 ecologically assessed self-report stress notes obtained by smartphone, in order to gain insights about stress measurement and management.

Interventions to improve hospital patient satisfaction with healthcare providers and systems: a systematic review.

BACKGROUND: Many hospital systems seek to improve patient satisfaction as assessed by the Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS) surveys. A systematic review of the current experimental evidence could inform these efforts and does not yet exist. METHODS: We conducted a systematic review of the literature by searching electronic databases, including MEDLINE and EMBASE, the six databases of the Cochrane Library and grey literature databases. We included studies involving hospital patients with interventions targeting at least 1 of the 11 HCAHPS domains, and that met our quality filter score on the 27-item Downs and Black coding scale. We calculated post hoc power when appropriate. RESULTS: A total of 59 studies met inclusion criteria, out of these 44 did not meet the quality filter of 50% (average quality rating 27.8%±10.9%). Of the 15 studies that met the quality filter (average quality rating 67.3%±10.7%), 8 targeted the Communication with Doctors HCAHPS domain, 6 targeted Overall Hospital Rating, 5 targeted Communication with Nurses, 5 targeted Pain Management, 5 targeted Communication about Medicines, 5 targeted Recommend the Hospital, 3 targeted Quietness of the Hospital Environment, 3 targeted Cleanliness of the Hospital Environment and 3 targeted Discharge Information. Significant HCAHPS improvements were reported by eight interventions, but their generalisability may be limited by narrowly focused patient populations, heterogeneity of approach and other methodological concerns. CONCLUSIONS: Although there are a few studies that show some improvement in HCAHPS score through various interventions, we conclude that more rigorous research is needed to identify effective and generalisable interventions to improve patient satisfaction.

Treatment rates for PTSD and depression in recently hospitalized cardiac patients.

OBJECTIVE: Posttraumatic stress disorder (PTSD) and depression are common after evaluation for suspected acute coronary syndrome (ACS), and are associated with poor prognosis. However, it is unclear whether patients discharged after suspected ACS access treatments for subsequent psychological distress. We examined self-reported rates of receiving psychotherapy and/or medication for psychological distress in patients one month after a suspected ACS event. METHODS: A sample of 448 adults (age 60.4±12.5; 47.8% female; 52.7% Hispanic, 32.1% Black) presenting to the emergency department with suspected ACS were recruited for the REactions to Acute Care and Hospitalization (REACH) study, an ongoing cohort study of medical and psychological outcomes after ACS evaluation. Socio-demographics and depressive symptoms were assessed in-hospital, and PTSD symptoms related to the suspected ACS event were queried via phone one month after enrollment. Participants also indicated whether they received either medication or counseling to deal with their emotions and coping after their heart problem. RESULTS: Approximately 15% (n=68) of the sample reported receiving some form of treatment. Treatment rate did not differ significantly as a function of demographics, ACS status, or insurance coverage, ps>0.1. Over a quarter of participants (25.3%) who screened positive for PTSD and/or depression reported receiving treatment. Participants with PTSD and depression had a higher treatment rate (47.6%) vs. those with only depression (12.8%) or PTSD (30%) or no psychopathology (10.3%). CONCLUSION: Findings suggest that 1 in 4 patients who screened positive for PTSD and/or depression reported receiving counseling or medication in the first month after a suspected ACS event.