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1.
Nursing ; 54(8): 48-51, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-39051960

ABSTRACT

ABSTRACT: Early mobility of hospitalized patients has been associated with improved postoperative results and psychological outcomes, decreased length of stay, and other benefits. This article discusses Mobility Optimizes Virtually Everything (MOVE), an interactive bingo-like activity for patients, and its impact on patient satisfaction, mobility documentation, and decompensation rates.


Subject(s)
Early Ambulation , Patient Satisfaction , Humans , Patient Satisfaction/statistics & numerical data , Early Ambulation/nursing , Length of Stay/statistics & numerical data , Nursing Evaluation Research , Documentation
3.
Nat Commun ; 15(1): 263, 2024 Jan 12.
Article in English | MEDLINE | ID: mdl-38216566

ABSTRACT

Prior work has demonstrated that personalized letters are effective at reducing opioid and benzodiazepine prescribing, but it is unclear whether If/when-then planning prompts would enhance this effect. We conducted a decedent-clustered trial which randomized 541 clinicians in Los Angeles County to receive a standard (n = 284), or comparator (n = 257) version of a letter with If/when-then prompts. We found a significant 12.85% (6.83%, 18.49%) and 8.32% (2.34%, 13.93%) decrease in the primary outcomes morphine (MME) and diazepam milligram equivalents (DME), respectively. This study confirms the benefit of planning prompts, and repeat letter exposure among clinicians with poor patient outcomes. Limitations include lack of generalizability and small sample size. Clinicaltrials.gov registration: NCT03856593.


Subject(s)
Analgesics, Opioid , Practice Patterns, Physicians' , Humans , Analgesics, Opioid/therapeutic use , Morphine , Diazepam
4.
JAMA Netw Open ; 6(6): e2317379, 2023 06 01.
Article in English | MEDLINE | ID: mdl-37289454

ABSTRACT

Importance: Interventions that improve clinician performance through feedback should not contribute to job dissatisfaction or staff turnover. Measurement of job satisfaction may help identify interventions that lead to this undesirable consequence. Objective: To evaluate whether mean job satisfaction was less than the margin of clinical significance among clinicians who received social norm feedback (peer comparison) compared with clinicians who did not. Design, Setting, and Participants: This secondary, preregistered, noninferiority analysis of a cluster randomized trial compared 3 interventions to reduce inappropriate antibiotic prescribing in a 2 × 2 × 2 factorial design from November 1, 2011, to April 1, 2014. A total of 248 clinicians were enrolled from 47 clinics. The sample size for this analysis was determined by the number of nonmissing job satisfaction scores from the original enrolled sample, which was 201 clinicians from 43 clinics. Data analysis was performed from October 12 to April 13, 2022. Interventions: Feedback comparing individual clinician performance to top-performing peers, delivered in monthly emails (peer comparison). Main Outcomes and Measures: The primary outcome was a response to the following statement: "Overall, I am satisfied with my current job." Responses ranged from 1 (strongly disagree) to 5 (strongly agree). Results: A total of 201 clinicians (response rate, 81%) from 43 of the 47 clinics (91%) provided a survey response about job satisfaction. Clinicians were primarily female (n = 129 [64%]) and board certified in internal medicine (n = 126 [63%]), with a mean (SD) age of 48 (10) years. The clinic-clustered difference in mean job satisfaction was greater than -0.32 (ß = 0.11; 95% CI, -0.19 to 0.42; P = .46). Therefore, the preregistered null hypothesis that peer comparison is inferior by resulting in at least a 1-point decrease in job satisfaction by 1 in 3 clinicians was rejected. The secondary null hypothesis that job satisfaction was similar among clinicians randomized to social norm feedback was not able to be rejected. The effect size did not change when controlling for other trial interventions (t = 0.08; P = .94), and no interaction effects were observed. Conclusions and Relevance: In this secondary analysis of a randomized clinical trial, peer comparison did not lead to lower job satisfaction. Features that may have protected against dissatisfaction include clinicians' agency over the performance measure, privacy of individual performance, and allowing all clinicians to achieve top performance. Trial Registration: ClinicalTrials.gov Identifiers: NCT05575115 and NCT01454947.


Subject(s)
Emotions , Job Satisfaction , Humans , Female , Middle Aged , Surveys and Questionnaires , Feedback , Anti-Bacterial Agents/therapeutic use
5.
BMJ Open ; 13(5): e070291, 2023 05 31.
Article in English | MEDLINE | ID: mdl-37258079

ABSTRACT

OBJECTIVES: This study aims to quantify the degree to which an underserved, Hispanic population in Los Angeles is impacted by SARS-CoV-2, and determine factors associated with paediatric seropositivity. DESIGN: Cross-sectional. SETTING: AltaMed, a Federally Qualified Health Center in Los Angeles. PARTICIPANTS: A random sample of households who had received healthcare at AltaMed Medical Group was invited to participate. Households with at least one adult and one paediatric participant between 5 and 17 years of age were eligible to participate. Consented participants completed a survey on social determinants of health and were tested for antibodies using Abbott Architect SARS-CoV-2-IgG and SARS-CoV-2-IgM tests. PRIMARY OUTCOME MEASURE: Seropositive status. RESULTS: We analysed 390 adults (mean age in years, 38.98 (SD 12.11)) and 332 paediatric participants (11.26 (SD 3.51)) from 196 households. Estimated seropositivity was 52.11% (95% CI 49.61% to 55.19%) in paediatric participants and 63.58% (95% CI 60.39% to 65.24%) in adults. Seropositivity was 11.47% (95% CI 6.82% to 14.09%) lower in paediatric participants, but high relative to other populations. A household member with type 2 diabetes (OR 2.94 (95% CI 1.68 to 5.14)), receipt of food stamps (OR 1.66 (95% CI 1.08 to 2.56)) and lower head-of-household education (OR 1.73 (95% CI 1.06 to 2.84)) were associated with paediatric seropositivity. CONCLUSIONS: SARS-CoV-2 seropositivity is high in Hispanic children and adolescents in Los Angeles. Food insecure households with low head-of-household education, and at least one household member with type 2 diabetes, had the highest risk. These factors may inform paediatrician COVID-19 mitigation recommendations. TRIAL REGISTRATION NUMBER: NCT04901624.


Subject(s)
COVID-19 , Diabetes Mellitus, Type 2 , Adolescent , Adult , Humans , Child , SARS-CoV-2 , Los Angeles/epidemiology , COVID-19/epidemiology , Cross-Sectional Studies , Antibodies, Viral , Seroepidemiologic Studies
6.
JAMA Netw Open ; 6(1): e2249877, 2023 01 03.
Article in English | MEDLINE | ID: mdl-36607639

ABSTRACT

This randomized clinical trial evaluates the effect of prescriber notifications of a patient's fatal overdose on opioid prescribing, including decreases in morphine milligram equivalents, new patients taking opioids, and patients taking a high dose, at 4 to 12 months after notification.


Subject(s)
Analgesics, Opioid , Drug Overdose , Humans , Analgesics, Opioid/therapeutic use , Practice Patterns, Physicians' , Drug Overdose/drug therapy , Drug Prescriptions
7.
Appl Clin Inform ; 13(4): 820-827, 2022 08.
Article in English | MEDLINE | ID: mdl-36070799

ABSTRACT

BACKGROUND: Requiring accountable justifications-visible, clinician-recorded explanations for not following a clinical decision support (CDS) alert-has been used to steer clinicians away from potentially guideline-discordant decisions. Understanding themes from justifications across clinical content areas may reveal how clinicians rationalize decisions and could help inform CDS alerts. METHODS: We conducted a qualitative evaluation of the free-text justifications entered by primary care physicians from three pilot interventions designed to reduce opioid prescribing and, in older adults, high-risk polypharmacy and overtesting. Clinicians encountered alerts when triggering conditions were met within the chart. Clinicians were asked to change their course of action or enter a justification for the action that would be displayed in the chart. We extracted all justifications and grouped justifications with common themes. Two authors independently coded each justification and resolved differences via discussion. Three physicians used a modified Delphi technique to rate the clinical appropriateness of the justifications. RESULTS: There were 560 justifications from 50 unique clinicians. We grouped these into three main themes used to justify an action: (1) report of a particular diagnosis or symptom (e.g., for "anxiety" or "acute pain"); (2) provision of further contextual details about the clinical case (e.g., tried and failed alternatives, short-term supply, or chronic medication); and (3) noting communication between clinician and patient (e.g., "risks and benefits discussed"). Most accountable justifications (65%) were of uncertain clinical appropriateness. CONCLUSION: Most justifications clinicians entered across three separate clinical content areas fit within a small number of themes, and these common rationales may aid in the design of effective accountable justification interventions. Justifications varied in terms of level of clinical detail. On their own, most justifications did not clearly represent appropriate clinical decision making.


Subject(s)
Decision Support Systems, Clinical , Physicians , Aged , Analgesics, Opioid , Humans , Practice Patterns, Physicians' , Social Responsibility
9.
JAMA Intern Med ; 182(10): 1099-1100, 2022 10 01.
Article in English | MEDLINE | ID: mdl-35994260

ABSTRACT

This secondary analysis of a randomized clinical trial examines the association of receipt of an injunction letter from a medical examiner following a patient's drug overdose with patterns of benzodiazepine prescribing among physicians.


Subject(s)
Benzodiazepines , Drug Overdose , Analgesics, Opioid/therapeutic use , Humans , Prescriptions
10.
Contemp Clin Trials ; 119: 106834, 2022 08.
Article in English | MEDLINE | ID: mdl-35724841

ABSTRACT

BACKGROUND: The CDC estimates that over 40% of Urgent Care visits are for acute respiratory infections (ARI), more than half involving inappropriate antibiotic prescriptions. Previous randomized trials in primary care clinics resulted in reductions in inappropriate antibiotic prescribing, but antibiotic stewardship interventions in telehealth have not been systematically assessed. To better understand how best to decrease inappropriate antibiotic prescribing for ARIs in telehealth, we are conducting a large randomized quality improvement trial testing both patient- and physician-facing feedback and behavioral nudges embedded in the electronic health record. METHODS: Teladoc® clinicians are assigned to one of 9 arms in a 3 × 3 randomized trial. Each clinician is assigned to one of 3 Commitment groups (Public, Private, Control) and one of 3 Performance Feedback groups (Benchmark Peer Comparison, Trending, Control). After randomly selecting ⅓ of states and associated clinicians required for patient-facing components of the Public Commitment intervention, remaining clinicians are randomized to the Control and Private Commitment arms. Clinicians are randomized to the Performance Feedback conditions. The primary outcome is change from baseline in antibiotic prescribing rate for qualifying ARI visits. Secondary outcomes include changes in inappropriate prescribing and revisit rates. Secondary analyses include investigation of heterogeneity of treatment effects. With 1530 clinicians and an intra-clinician correlation in antibiotic prescribing rate of 0.5, we have >80% power to detect 1-7% absolute differences in antibiotic prescribing among groups. DISCUSSION: Findings from this trial may help inform telehealth stewardship strategies, determine whether significant differences exist between Commitment and Feedback interventions, and provide guidance for clinicians and patients to encourage safe and effective antibiotic use. CLINICALTRIALS: gov: NCT05138874.


Subject(s)
Respiratory Tract Infections , Telemedicine , Anti-Bacterial Agents , Electronic Health Records , Humans , Inappropriate Prescribing , Practice Patterns, Physicians' , Randomized Controlled Trials as Topic
11.
J Gen Intern Med ; 37(6): 1400-1407, 2022 05.
Article in English | MEDLINE | ID: mdl-34505234

ABSTRACT

BACKGROUND: Since the advent of COVID-19, accelerated adoption of systems that reduce face-to-face encounters has outpaced training and best practices. Electronic consultations (eConsults), structured communications between PCPs and specialists regarding a case, have been effective in reducing face-to-face specialist encounters. As the health system rapidly adapts to multiple new practices and communication tools, new mechanisms to measure and improve performance in this context are needed. OBJECTIVE: To test whether feedback comparing physicians to top performing peers using co-specialists' ratings improves performance. DESIGN: Cluster-randomized controlled trial PARTICIPANTS: Eighty facility-specialty clusters and 214 clinicians INTERVENTION: Providers in the feedback arms were sent messages that announced their membership in an elite group of "Top Performers" or provided actionable recommendations with feedback for providers that were "Not Top Performers." MAIN MEASURES: The primary outcomes were changes in peer ratings in the following performance dimensions after feedback was received: (1) elicitation of information from primary care practitioners; (2) adherence to institutional clinical guidelines; (3) agreement with peer's medical decision-making; (4) educational value; (5) relationship building. KEY RESULTS: Specialists showed significant improvements on 3 of the 5 consultation performance dimensions: medical decision-making (odds ratio 1.52, 95% confidence interval 1.08-2.14, p<.05), educational value (1.86, 1.17-2.96) and relationship building (1.63, 1.13-2.35) (both p<.01). CONCLUSIONS: The pandemic has shed light on clinicians' commitment to professionalism and service as we rapidly adapt to changing paradigms. Interventions that appeal to professional norms can help improve the efficacy of new systems of practice. We show that specialists' performance can be measured and improved with feedback using aspirational norms. TRIAL REGISTRATION: clinicaltrials.gov NCT03784950.


Subject(s)
Benchmarking , COVID-19 , COVID-19/epidemiology , Electronics , Humans , Los Angeles , Referral and Consultation
12.
Contemp Clin Trials ; 112: 106650, 2022 01.
Article in English | MEDLINE | ID: mdl-34896295

ABSTRACT

BACKGROUND: High levels of opioid prescribing in the United States has resulted in an alarming trend in opioid-related harms. The objective of Trial 2 of the Application of Economics & Social psychology to improve Opioid Prescribing Safety (AESOPS-2) is to dampen the intensity and frequency of opioid prescribing in accordance with the Centers for Disease Control and Prevention recommendation to "go low and slow". We aim to accomplish this by notifying clinicians of harmful patient outcomes, which we expect to increase the mental availability of risks associated with opioid use. METHODS: The trial is multi-site. Random assignment determines if prescribers to persons who suffer an opioid overdose (fatal or nonfatal) learn of this event (intervention) or practice usual care (control). Clinicians in the intervention group receive a letter notifying them of their patient's overdose. The primary outcome is the change in clinician weekly milligram morphine equivalent (MME) prescribed in a 6-month period before and after receiving the letter. Additional outcomes are the change in the proportion of patients prescribed at least 50 daily MME and in the proportion of patients referred to medication assisted treatment. Group differences in these outcomes will be compared using an intent-to-treat difference-in-differences framework with a mixed-effects regression model to estimate clinician MME. DISCUSSION: The AESOPS-2 trial will provide new knowledge about whether increasing prescribers' awareness of patients' opioid-related overdoses leads to a reduction in opioid prescribing. Additionally, this trial may better inform how to reduce opioid use disorder and opioid overdoses by lowering population exposure to these drugs. TRIAL REGISTRATION: ClinicalTrials.gov: NCT04758637.


Subject(s)
Drug Overdose , Opioid-Related Disorders , Analgesics, Opioid/adverse effects , Drug Overdose/prevention & control , Humans , Multicenter Studies as Topic , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/epidemiology , Opioid-Related Disorders/prevention & control , Practice Patterns, Physicians' , Psychology, Social , Randomized Controlled Trials as Topic , United States
13.
Contemp Clin Trials ; 103: 106329, 2021 04.
Article in English | MEDLINE | ID: mdl-33636344

ABSTRACT

BACKGROUND: There is a lack of evidence that long-term opioid use offers benefit for noncancer pain and an abundance of evidence of harm. Despite clinical guidelines and education, prescribing continues at a higher rate than before the opioids crisis. The objective of trial 1 of the Application of Economics & Social psychology to improve Opioid Prescribing Safety (AESOPS-1) is to discourage unnecessary opioid prescribing in primary care by applying "behavioral insights"-empirically-tested social and psychological interventions that affect choice. METHODS: AESOPS-1 randomizes primary care clinics in Illinois and California to behavioral intervention or control. Both arms receive opioid guideline education. Clinics randomized to the behavioral intervention arm receive nudges within the electronic health record (EHR) including: 1) an "accountable justification" entered in the chart, 2) a precommitment to address high-risk prescriptions, and 3) a "PainTracker" that broadens discussions about pain. The control arm receives no EHR-based intervention. The primary outcome is the change in weekly milligram morphine equivalents (MME) prescribed. The secondary outcome is the change in the proportion of patients prescribed at least 50 daily MME. To evaluate these outcomes, we will use a difference-in-differences mixed-effects regression model on clinician MME weekly or daily dose. The analysis will be "intent-to-treat." The intervention period is 18-months, with a 6-month follow-up period to measure persistence of effects. DISCUSSION: The AESOPS-1 trial will evaluate the effect of EHR-based interventions in reducing noncancer opioid prescribing in primary care. AESOPS-1 may demonstrate practical and scalable strategies to lower unnecessary population exposure to opioids.


Subject(s)
Analgesics, Opioid , Opioid-Related Disorders , Analgesics, Opioid/adverse effects , Electronic Health Records , Humans , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/prevention & control , Practice Patterns, Physicians' , Psychology, Social , Randomized Controlled Trials as Topic
14.
Science ; 361(6402): 588-590, 2018 08 10.
Article in English | MEDLINE | ID: mdl-30093595

ABSTRACT

Most opioid prescription deaths occur among people with common conditions for which prescribing risks outweigh benefits. General psychological insights offer an explanation: People may judge risk to be low without available personal experiences, may be less careful than expected when not observed, and may falter without an injunction from authority. To test these hypotheses, we conducted a randomized trial of 861 clinicians prescribing to 170 persons who subsequently suffered fatal overdoses. Clinicians in the intervention group received notification of their patients' deaths and a safe prescribing injunction from their county's medical examiner, whereas physicians in the control group did not. Milligram morphine equivalents in prescriptions filled by patients of letter recipients versus controls decreased by 9.7% (95% confidence interval: 6.2 to 13.2%; P < 0.001) over 3 months after intervention. We also observed both fewer opioid initiates and fewer high-dose opioid prescriptions by letter recipients.


Subject(s)
Analgesics, Opioid/adverse effects , Drug Overdose/mortality , Drug Prescriptions/statistics & numerical data , Morphine/adverse effects , Adult , Analgesics, Opioid/administration & dosage , Female , Humans , Learning , Male , Middle Aged , Morphine/administration & dosage , United States
15.
J Health Psychol ; 22(4): 446-456, 2017 03.
Article in English | MEDLINE | ID: mdl-26391790

ABSTRACT

Health outcomes of adults with type 1 diabetes may be affected by relationship status and quality. Our objective was to examine associations between relationship status, relationship factors, and outcomes in adults with type 1 diabetes. N = 1660 participants completed surveys measuring relationship satisfaction and perceived partner support style (active engagement, protective buffering, over-protection). Differences in glycemic control and adherence for those married/partnered versus not were insignificant. Higher relationship satisfaction, and having an engaged, not over-protective, partner was associated with better glycemic control and self-care. Helping partners support patients, avoiding over-protection, may enhance relationship and diabetes-related patient outcomes for adults with type 1 diabetes.


Subject(s)
Diabetes Mellitus, Type 1/psychology , Interpersonal Relations , Sexual Partners/psychology , Social Support , Spouses/psychology , Adult , Biomarkers/blood , Blood Glucose/metabolism , Cross-Sectional Studies , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/therapy , Female , Health Surveys , Humans , Male , Middle Aged , Patient Compliance , Personal Satisfaction , Self Care , Treatment Outcome
16.
JAMA ; 315(6): 562-70, 2016 Feb 09.
Article in English | MEDLINE | ID: mdl-26864410

ABSTRACT

IMPORTANCE: Interventions based on behavioral science might reduce inappropriate antibiotic prescribing. OBJECTIVE: To assess effects of behavioral interventions and rates of inappropriate (not guideline-concordant) antibiotic prescribing during ambulatory visits for acute respiratory tract infections. DESIGN, SETTING, AND PARTICIPANTS: Cluster randomized clinical trial conducted among 47 primary care practices in Boston and Los Angeles. Participants were 248 enrolled clinicians randomized to receive 0, 1, 2, or 3 interventions for 18 months. All clinicians received education on antibiotic prescribing guidelines on enrollment. Interventions began between November 1, 2011, and October 1, 2012. Follow-up for the latest-starting sites ended on April 1, 2014. Adult patients with comorbidities and concomitant infections were excluded. INTERVENTIONS: Three behavioral interventions, implemented alone or in combination: suggested alternatives presented electronic order sets suggesting nonantibiotic treatments; accountable justification prompted clinicians to enter free-text justifications for prescribing antibiotics into patients' electronic health records; peer comparison sent emails to clinicians that compared their antibiotic prescribing rates with those of "top performers" (those with the lowest inappropriate prescribing rates). MAIN OUTCOMES AND MEASURES: Antibiotic prescribing rates for visits with antibiotic-inappropriate diagnoses (nonspecific upper respiratory tract infections, acute bronchitis, and influenza) from 18 months preintervention to 18 months afterward, adjusting each intervention's effects for co-occurring interventions and preintervention trends, with random effects for practices and clinicians. RESULTS: There were 14,753 visits (mean patient age, 47 years; 69% women) for antibiotic-inappropriate acute respiratory tract infections during the baseline period and 16,959 visits (mean patient age, 48 years; 67% women) during the intervention period. Mean antibiotic prescribing rates decreased from 24.1% at intervention start to 13.1% at intervention month 18 (absolute difference, -11.0%) for control practices; from 22.1% to 6.1% (absolute difference, -16.0%) for suggested alternatives (difference in differences, -5.0% [95% CI, -7.8% to 0.1%]; P = .66 for differences in trajectories); from 23.2% to 5.2% (absolute difference, -18.1%) for accountable justification (difference in differences, -7.0% [95% CI, -9.1% to -2.9%]; P < .001); and from 19.9% to 3.7% (absolute difference, -16.3%) for peer comparison (difference in differences, -5.2% [95% CI, -6.9% to -1.6%]; P < .001). There were no statistically significant interactions (neither synergy nor interference) between interventions. CONCLUSIONS AND RELEVANCE: Among primary care practices, the use of accountable justification and peer comparison as behavioral interventions resulted in lower rates of inappropriate antibiotic prescribing for acute respiratory tract infections. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT01454947.


Subject(s)
Anti-Bacterial Agents/therapeutic use , Behavior Therapy , Electronic Health Records , Inappropriate Prescribing/prevention & control , Practice Patterns, Physicians' , Respiratory Tract Infections/drug therapy , Acute Disease , Adult , Aged , Drug Utilization , Electronic Mail , Female , Humans , Male , Middle Aged , Primary Health Care
17.
Decis Anal ; 12(3): 122-129, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26966422

ABSTRACT

The success of extended warranties and buyer protection plans suggests that insurance against a small loss has high decision utility. We explore whether the behavioral insight that people are highly averse to small chances of loss can be used to create a powerful incentive that has very low expected value. We compare decisions of individuals offered fixed payments for healthy choices to those offered insurance in exchange for healthy choices. We test the prediction that aversion to small losses will result in very high rates of health behavior uptake in exchange for insurance. Three hundred participants endowed with a $2 bonus randomly received one of two incentives for completing a scheduled health risk assessment: (1) an insurance guarantee against the 1% risk of losing the $2 bonus or (2) a fixed payment at the expected value of the insurance. Relative to the fixed payment condition, participants in the insurance intervention were 70% more likely to meet their health risk assessment appointment (p < 0.01). Fixed payments of $2.59 were needed for every $1 spent on insurance to achieve the same behavioral effect. Loss aversion, probability weighting, and the certainty effect may account for this result. Incentive design may benefit from utilizing an insurance paradigm.

18.
Value Health ; 17(6): 661-8, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25236989

ABSTRACT

OBJECTIVE: To estimate the health resource use (HRU) and expenditure of adult patients with attention deficit/hyperactivity disorder (ADHD) subsequently diagnosed with one or more mental health (MH) comorbidities. METHODS: Using Kaiser Permanente Southern California electronic medical records (January 1, 2006, to December 31, 2009), we identified adults with at least one ADHD diagnosis and at least two subsequent prescriptions fills for ADHD medication. The date of first MH comorbidity diagnosis after the index ADHD diagnosis was defined as the index transition date. Continuous eligibility 12 months before and after the index transition date was required. For patients with multiple transitions (≥2), the post-transition period reflected the 12 months after the second transition. HRU for all-cause inpatient, outpatient, emergency department, behavioral therapy, overall prescription fill counts, and ADHD-specific prescription fill counts and mean patient expenditure (2010 US $) were estimated. Generalized estimating equations were used to evaluate differences in HRU and expenditure between the pre- and post-transition periods, respectively. RESULTS: Of the 3809 patients with ADHD identified, 989 (26%) had at least one transition (n = 357 single and n = 632 multiple). From the pre- to the post-transition period, for single transition cohort, all HRU increased significantly except for behavioral therapy. In the multiple transition cohort, all HRU increased significantly. Total expenditure increased by mean ± SE of $1822 ± $306 and $4432 ± $301 (both P < 0.0001) in the single and multiple transition cohorts, respectively. CONCLUSIONS: Twenty-six percent of patients with ADHD transitioned to MH comorbid diagnoses. Increased HRU and expenditure were associated with MH transitions. Identifying of patients with ADHD at risk for MH comorbidities may help to improve their outcomes.


Subject(s)
Attention Deficit Disorder with Hyperactivity/economics , Attention Deficit Disorder with Hyperactivity/epidemiology , Health Expenditures , Managed Care Programs/economics , Mental Health/economics , Patient Acceptance of Health Care , Adolescent , Adult , Aged , Aged, 80 and over , Attention Deficit Disorder with Hyperactivity/psychology , California/epidemiology , Cohort Studies , Comorbidity , Female , Health Expenditures/trends , Humans , Male , Managed Care Programs/trends , Mental Health/trends , Middle Aged , Patient Acceptance of Health Care/psychology , Population Surveillance/methods , Retrospective Studies , United States/epidemiology , Young Adult
19.
Curr Med Res Opin ; 30(7): 1291-9, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24597796

ABSTRACT

OBJECTIVES: To estimate longitudinal trends in prevalence and incidence rates of adult ADHD 2006-2009. RESEARCH DESIGN AND METHODS: Kaiser Permanente Southern California (KPSC) electronic medical records were analyzed to assess prevalence and incidence rates for adult ADHD. Trends over time were estimated and compared using three case definitions (ADHD diagnosis only [DX], ADHD DX and ≥2 FDA-approved ADHD prescriptions [DX + RX], and ADHD DX and ≥1 behavioral therapy visit [DX + BT]). MAIN OUTCOME MEASURES: Prevalence and incidence rates of adult ADHD. RESULTS: Prevalence ranged from 151 (DX + RX) to 312 (DX) cases per 100,000 members in 2006, increasing to 239 (DX + RX) and 415 (DX) cases in 2009. Prevalence based on DX + BT declined from 185 in 2006 to 94 cases per 100,000 in 2009. In 2006, incidence ranged from 15 (DX + BT) to 68 (DX) cases per 100,000 person-years. Incidence rates remained stable throughout the study period. Stratified analyses based on DX + RX revealed only slight variations by gender, but sharp differences by age, with younger adults demonstrating a higher prevalence overall as well as dramatic increases over the study period. Prevalence was highest among Caucasians, increasing substantially across all race groups over time. LIMITATIONS: A limitation of this study is that incidence rates may not be representative of new cases if diagnoses existed prior to enrollment in KPSC. Similarly, prevalence rates may be affected if patients sought care outside of the health plan. CONCLUSIONS: Adult ADHD prevalence in this managed care organization appears low, but showed increasing prevalence and incidence rates over time.


Subject(s)
Attention Deficit Disorder with Hyperactivity/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Attention Deficit Disorder with Hyperactivity/diagnosis , California/epidemiology , Cohort Studies , Electronic Health Records , Female , Humans , Incidence , Male , Managed Care Programs , Middle Aged , Prevalence , Retrospective Studies , Young Adult
20.
JAMA Intern Med ; 174(3): 425-31, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24474434

ABSTRACT

IMPORTANCE: "Nudges" that influence decision making through subtle cognitive mechanisms have been shown to be highly effective in a wide range of applications, but there have been few experiments to improve clinical practice. OBJECTIVE: To investigate the use of a behavioral "nudge" based on the principle of public commitment in encouraging the judicious use of antibiotics for acute respiratory infections (ARIs). DESIGN, SETTING, AND PARTICIPANTS: Randomized clinical trial in 5 outpatient primary care clinics. A total of 954 adults had ARI visits during the study timeframe: 449 patients were treated by clinicians randomized to the posted commitment letter (335 in the baseline period, 114 in the intervention period); 505 patients were treated by clinicians randomized to standard practice control (384 baseline, 121 intervention). INTERVENTIONS: The intervention consisted of displaying poster-sized commitment letters in examination rooms for 12 weeks. These letters, featuring clinician photographs and signatures, stated their commitment to avoid inappropriate antibiotic prescribing for ARIs. MAIN OUTCOMES AND MEASURES: Antibiotic prescribing rates for antibiotic-inappropriate ARI diagnoses in baseline and intervention periods, adjusted for patient age, sex, and insurance status. RESULTS: Baseline rates were 43.5% and 42.8% for control and poster, respectively. During the intervention period, inappropriate prescribing rates increased to 52.7% for controls but decreased to 33.7% in the posted commitment letter condition. Controlling for baseline prescribing rates, we found that the posted commitment letter resulted in a 19.7 absolute percentage reduction in inappropriate antibiotic prescribing rate relative to control (P = .02). There was no evidence of diagnostic coding shift, and rates of appropriate antibiotic prescriptions did not diminish over time. CONCLUSIONS AND RELEVANCE: Displaying poster-sized commitment letters in examination rooms decreased inappropriate antibiotic prescribing for ARIs. The effect of this simple, low-cost intervention is comparable in magnitude to costlier, more intensive quality-improvement efforts. TRIAL REGISTRATION: clinicaltrials.gov identifier: NCT01767064.


Subject(s)
Anti-Bacterial Agents/therapeutic use , Drug Prescriptions , Guideline Adherence , Inappropriate Prescribing/prevention & control , Infections/drug therapy , Practice Guidelines as Topic , Practice Patterns, Physicians' , Adult , Aged , Humans , Male , Middle Aged , Primary Health Care
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