1
|
Movva N, Pastula ST, Rege SV, Lewis RJ, Bylsma LC. Scoping Review of Employer-Led Research Using Employee Health Claims Data. Popul Health Manag 2023; 26:341-352. [PMID: 37682577 PMCID: PMC10611962 DOI: 10.1089/pop.2023.0140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/09/2023] Open
Abstract
Employers may evaluate employee claims data for various reasons, including assessment of medical insurance and wellness plan efficacy, monitoring employee health trends, and identifying focus areas for wellness measures. The objective of this scoping review (ScR) is to describe the available literature reporting the use, applications, and outcomes of employee health claims data by self-insured employers. The ScR was conducted in a stepwise manner using an established framework: identifying the research question, identifying and selecting relevant studies, charting the data, and collating and reporting results. Literature searches were conducted in PubMed and Embase. Studies of self-insured employee populations that were conducted by the employer/s through May 2022 were identified using predefined criteria. Forty-one studies were included. The majority (90%) were cohort study designs; most employers (51%) were in industries such as aluminum production and health insurance providers. Twenty-four (59%) studies supplemented claims data with other sources such as human resource data to evaluate programs and/or health outcomes. A range of exposures (eg, chronic conditions, wellness program participation) and outcomes (eg, rates or costs of conditions, program effectiveness) were considered. Among the 25 studies that reported on patient confidentiality and privacy, 68% indicated institutional review board approval and 48% reported use of deidentified data. Many self-insured employers have used employee health claims data to gain insights into their employees' needs and health care utilization. These data can be used to identify potential improvements for wellness and other targeted programs to improve employee health and decrease absenteeism.
Collapse
Affiliation(s)
- Naimisha Movva
- EpidStrategies, A Division of ToxStrategies, Rockville, Maryland, USA
| | - Susan T. Pastula
- EpidStrategies, A Division of ToxStrategies, Rockville, Maryland, USA
| | - Saumitra V. Rege
- ExxonMobil Biomedical Sciences, Inc. (EMBSI), Annandale, New Jersey, USA
| | - R. Jeffrey Lewis
- Epidemiology Contractor (Retired EMBSI), Lavallette, New Jersey, USA
| | - Lauren C. Bylsma
- EpidStrategies, A Division of ToxStrategies, Rockville, Maryland, USA
| |
Collapse
|
2
|
Treitler P, Samples H, Hermida R, Crystal S. Association of a State Prescribing Limits Policy with Opioid Prescribing and Long-term Use: an Interrupted Time Series Analysis. J Gen Intern Med 2023; 38:1862-1870. [PMID: 36609812 PMCID: PMC10271990 DOI: 10.1007/s11606-022-07991-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 12/22/2022] [Indexed: 01/09/2023]
Abstract
BACKGROUND Prescription opioids were a major initial driver of the opioid crisis. States have attempted to reduce overprescribing by enacting policies that limit opioid prescriptions, but the impacts of such policies on new prescribing and subsequent transitions to long-term use are not fully understood. OBJECTIVE To examine the association of implementation of a state prescribing limits policy with opioid prescribing and transitions to long-term opioid use. DESIGN Interrupted time series analyses assessing trends in new opioid prescriptions and long-term use before and after policy implementation. PATIENTS A total of 130,591 New Jersey Medicaid enrollees ages 18-64 who received an initial opioid prescription from January 2014 to December 2019. INTERVENTIONS New Jersey's opioid prescribing limit policy implemented in March 2017. MAIN MEASURES Total new opioid prescriptions, percentage of new prescriptions with >5 days' supply, and transition to long-term opioid use, defined as having opioid supply on day 90 after the initial prescription. KEY RESULTS Policy implementation was associated with a significant monthly increase in new opioid prescriptions of 0.86 per 10,000 enrollees, halving the pre-policy decline in the prescribing rate. Among new opioid prescriptions, the percentage with >5 days' supply decreased by about 1 percentage point (-0.76 percentage points, 95% CI -0.89, -0.62) following policy implementation. However, policy implementation was associated with a significant monthly increase in the rate of initial prescriptions with supply on day 90 (9.95 per 10,000 new prescriptions, 95% CI 4.80, 15.11) that reversed the downward pre-implementation trend. CONCLUSIONS The New Jersey policy was associated with a reduction in initial prescriptions with >5 days' supply, but not with an overall decline in new opioid prescriptions or in the rate at which initial prescriptions led to long-term use. Given their only modest benefits, policymakers and clinicians should carefully weigh potential unintended consequences of strict prescribing limits.
Collapse
Affiliation(s)
- Peter Treitler
- Institute for Health, Health Care Policy & Aging Research, Rutgers University, New Brunswick, NJ USA
- School of Social Work, Rutgers University, New Brunswick, NJ USA
| | - Hillary Samples
- Institute for Health, Health Care Policy & Aging Research, Rutgers University, New Brunswick, NJ USA
- School of Public Health, Rutgers University, Piscataway, NJ USA
| | - Richard Hermida
- Institute for Health, Health Care Policy & Aging Research, Rutgers University, New Brunswick, NJ USA
| | - Stephen Crystal
- Institute for Health, Health Care Policy & Aging Research, Rutgers University, New Brunswick, NJ USA
- School of Social Work, Rutgers University, New Brunswick, NJ USA
- School of Public Health, Rutgers University, Piscataway, NJ USA
| |
Collapse
|
3
|
Bodnar RJ. Endogenous opiates and behavior: 2021. Peptides 2023; 164:171004. [PMID: 36990387 DOI: 10.1016/j.peptides.2023.171004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 03/23/2023] [Accepted: 03/23/2023] [Indexed: 03/29/2023]
Abstract
This paper is the forty-fourth consecutive installment of the annual anthological review of research concerning the endogenous opioid system, summarizing articles published during 2021 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides and receptors as well as effects of opioid/opiate agonizts and antagonists. The review is subdivided into the following specific topics: molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors (1), the roles of these opioid peptides and receptors in pain and analgesia in animals (2) and humans (3), opioid-sensitive and opioid-insensitive effects of nonopioid analgesics (4), opioid peptide and receptor involvement in tolerance and dependence (5), stress and social status (6), learning and memory (7), eating and drinking (8), drug abuse and alcohol (9), sexual activity and hormones, pregnancy, development and endocrinology (10), mental illness and mood (11), seizures and neurologic disorders (12), electrical-related activity and neurophysiology (13), general activity and locomotion (14), gastrointestinal, renal and hepatic functions (15), cardiovascular responses (16), respiration and thermoregulation (17), and immunological responses (18).
Collapse
Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, CUNY, 65-30 Kissena Blvd., Flushing, NY 11367, USA.
| |
Collapse
|
4
|
Maierhofer CN, Ranapurwala SI, DiPrete BL, Fulcher N, Ringwalt CL, Chelminski PR, Ives TJ, Dasgupta N, Go VF, Pence BW. Intended and unintended consequences: Changes in opioid prescribing practices for postsurgical, acute, and chronic pain indications following two policies in North Carolina, 2012-2018 - Controlled and single-series interrupted time series analyses. Drug Alcohol Depend 2023; 242:109727. [PMID: 36516549 PMCID: PMC9801483 DOI: 10.1016/j.drugalcdep.2022.109727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 12/01/2022] [Accepted: 12/02/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND The potential misapplication of current opioid prescribing policies remains understudied and may have substantial adverse implications for patient safety. METHODS We used autoregressive integrated moving average models to assess level and trend changes in monthly 1) prescribing rates, 2) days' supply, and 3) daily morphine milligram equivalents (MME) of incident opioid prescriptions relative to 1) a state medical board initiative to reduce high-dose and -volume opioid prescribing and 2) legislation to limit initial opioid prescriptions for acute and postsurgical pain. We examined outcomes by pain indication overall and by cancer history, using prescribing patterns for benzodiazepines to control for temporal trends. We used large private health insurance claims data to include North Carolina residents, aged 18-64, insured at any point between January 2012 and August 2018. RESULTS After the medical board initiative, prescribing patterns for chronic pain patients did not change; conversely, acute and postsurgical pain patients experienced immediate declines in daily MME. Post-legislation prescription rates did not decline for those with acute, postsurgical, and non-cancer pain, but instead declined among cancer patients with chronic pain. Chronic pain patients experienced the largest days' supply declines post-legislation, instead of acute and postsurgical pain patients. CONCLUSIONS We found mixed evidence on the potential impact of two opioid prescribing policies, with some observed declines in a group not intended to be impacted by the policy. This study provides evidence of the need for clearer opioid prescribing policies to ensure impacts on intended populations and avoid unintended consequences.
Collapse
Affiliation(s)
- Courtney N Maierhofer
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, 135 Dauer Drive, Chapel Hill, NC 27599, USA.
| | - Shabbar I Ranapurwala
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, 135 Dauer Drive, Chapel Hill, NC 27599, USA; Injury Prevention Research Center, University of North Carolina, 521S Greensboro St, Carrboro, NC 27510, USA.
| | - Bethany L DiPrete
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, 135 Dauer Drive, Chapel Hill, NC 27599, USA; Injury Prevention Research Center, University of North Carolina, 521S Greensboro St, Carrboro, NC 27510, USA.
| | - Naoko Fulcher
- Injury Prevention Research Center, University of North Carolina, 521S Greensboro St, Carrboro, NC 27510, USA.
| | - Christopher L Ringwalt
- Injury Prevention Research Center, University of North Carolina, 521S Greensboro St, Carrboro, NC 27510, USA; Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, 135 Dauer Drive, Chapel Hill, NC 27599, USA.
| | - Paul R Chelminski
- Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, 321S. Columbia Street, Chapel Hill, NC 27599, USA.
| | - Timothy J Ives
- Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, 321S. Columbia Street, Chapel Hill, NC 27599, USA; Division of Practice Advancement and Clinical Education, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, 301 Pharmacy Ln, Chapel Hill, NC 27599, USA.
| | - Nabarun Dasgupta
- Injury Prevention Research Center, University of North Carolina, 521S Greensboro St, Carrboro, NC 27510, USA.
| | - Vivian F Go
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, 135 Dauer Drive, Chapel Hill, NC 27599, USA.
| | - Brian W Pence
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, 135 Dauer Drive, Chapel Hill, NC 27599, USA.
| |
Collapse
|
5
|
Keshwani S, Grande I, Maguire M, Goodin A, Vouri SM, Hincapie-Castillo JM. Trends in Use of Prescription Nonsteroidal Anti-inflammatory Medications Before vs After Implementation of a Florida Law Restricting Opioid Prescribing for Acute Pain. JAMA Netw Open 2021; 4:e2113383. [PMID: 34115125 PMCID: PMC8196340 DOI: 10.1001/jamanetworkopen.2021.13383] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
IMPORTANCE Previous research has shown an immediate reduction in new opioid users and use after implementation of the opioid supply restriction laws. Assessment of the association between opioid restrictions and alternative treatment options, such as nonsteroidal anti-inflammatory drugs (NSAIDs), is needed to evaluate potential unintended consequences for patients requiring analgesia. OBJECTIVE To evaluate the association between an opioid restriction law in Florida and use of prescription NSAIDs. DESIGN, SETTING, AND PARTICIPANTS This quality improvement study used interrupted time series analyses accounting for autocorrelation to estimate immediate and trend changes in the prescribing and use of prescription NSAIDs in Florida before and after implementation of a state law limiting opioid prescriptions to a 3-day supply. Participants were enrollees in a single private health plan of a large university and health system employer in Florida from January 2015 to June 2019. EXPOSURES Prescriptions for NSAIDs, ascertained from pharmacy claims data. MAIN OUTCOMES AND MEASURES The following outcomes were calculated monthly per 1000 plan enrollees: (1) number of NSAID users; (2) mean days' supply of NSAIDs per prescription; and (3) mean number of NSAID prescriptions. Individuals were classified as NSAID users if they had at least 1 NSAID prescription in a given month. Analysis was stratified by route of NSAID administration (oral or nonoral). RESULTS Among 46 783 NSAID users with 79 089 NSAID prescriptions during the study period, the median age was 47 years (interquartile range, 35-57 years). After implementation of the opioid restriction law, the number of NSAID users immediately increased, but the difference was not significant (change, 0.82 per 1000 patients; 95% CI, -0.67 to 2.30 per 1000 patients). No significant change in the days' supply of oral NSAID users occurred (change, 0.21 days per prescription; 95% CI, -1.66 to 2.08 days per prescription). Before implementation of the law, there was a nonsignificant decreasing trend in NSAID prescriptions (rate of change, -0.03 per month per 1000 enrollees; 95% CI, -0.13 to 0.07 per month per 1000 enrollees; after implementation, there was a nonsignificant increase in the number of oral and nonoral NSAID prescriptions (change, 1.49 per 1000 enrollees; 95% CI, -3.38 to 6.37 per 1000 enrollees). CONCLUSIONS AND RELEVANCE In this quality improvement study, prescribing and use of prescription NSAIDs did not increase after implementation of a law restricting opioid analgesic prescriptions in Florida. These findings suggest possible greater use of over-the-counter NSAIDs after implementation of the law, but further research is needed to evaluate changes in the use of nonopioid analgesics and alternative pain therapies.
Collapse
Affiliation(s)
- Shailina Keshwani
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville
| | - Ivanna Grande
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville
| | - Michael Maguire
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville
| | - Amie Goodin
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville
- Center for Drug Evaluation and Safety, University of Florida, Gainesville
| | - Scott M. Vouri
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville
- Center for Drug Evaluation and Safety, University of Florida, Gainesville
- UF Health Physicians, Gainesville, Florida
| | - Juan M. Hincapie-Castillo
- Department of Pharmaceutical Outcomes & Policy, University of Florida, Gainesville
- Center for Drug Evaluation and Safety, University of Florida, Gainesville
- Pain Research and Intervention Center of Excellence, University of Florida, Gainesville
| |
Collapse
|