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Commentary on Perry et al.: New means, new measures-without discarding all the previous ones! Addiction 2022; 117:205-206. [PMID: 34661941 DOI: 10.1111/add.15691] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 09/09/2021] [Indexed: 11/27/2022]
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The Missed Opportunity of Primary Care Providers' Online Biographies: a Content Analysis of US Health Systems in 2020. J Gen Intern Med 2021; 36:3052-3057. [PMID: 33469771 PMCID: PMC7815276 DOI: 10.1007/s11606-020-06485-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 12/15/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND Prospective patients are increasingly going to health systems' online directories to find their next primary care providers (PCP), making this channel of communication important to assess to determine if it is meeting patients' needs. When seeking a new PCP, patients want to know not only educational credentials but also providers' communication traits, and personal information to showcase providers as real people. Offering this information, to help patients find providers best suited to meet their needs, is a key attribute of patient-centered care. OBJECTIVE To analyze whether health systems' online PCP biographies are including the information prospective patients deem important when selecting a PCP. DESIGN Using the AHRQ's Compendium of US Health Systems, 523 health systems' PCP biographies were content analyzed (n = 5004 biographies) from December 2019 to March 2020. MAIN MEASURES Forty-eight unique pieces of information were coded for either their presence or absence (e.g., education, photo, languages spoken, insurance accepted, patient reviews, philosophy of care, video provided, personal hobbies/interests). Providers' alphabetic credentials (e.g., MD, DO, APRN) were also documented. KEY RESULTS The majority of biographies stated the provider's medical education (83.6%) and included a photo (81.4%). However, information patients also desire (e.g., communication traits and personal information) were less prevalent. Only 33.7% listed languages spoken, 18.2% offered patient reviews, 14.4% had personal hobbies/interests, and 10.6% included a video. There were also 192 unique alphabetic credential combinations listed next to providers' names. Two health systems clearly included information within biographies to help prospective patients understand what these credentials meant. CONCLUSIONS Health systems could make simple changes to their providers' online biographies in order to help patients make more informed decisions of PCPs. Doing so may decrease doctor shopping, and also lead to a greater likelihood of developing longer-term relationships with PCPs.
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Opioid Doctor Shopping: A Rare Phenomenon Among Patients with Chronic Non-Cancer Pain Followed in Tertiary Care Settings. J Pain Res 2021; 14:1855-1861. [PMID: 34188532 PMCID: PMC8232848 DOI: 10.2147/jpr.s310580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 06/07/2021] [Indexed: 11/23/2022] Open
Abstract
Background Opioid doctor shopping has not yet been investigated in patients followed in tertiary care settings. This study aimed at assessing the prevalence of opioid doctor shopping among patients with chronic non-cancer pain (CNCP) (ie, pain lasting ≥3 months) attending multidisciplinary pain clinics in Quebec, Canada. Patients and Methods This was a retrospective cohort study of patients with CNCP enrolled in the Quebec Pain Registry (QPR) between 2008 and 2014. QPR data were linked to the Quebec health insurance databases. The index date was the date of the first visit at the pain clinic. Prevalence of doctor shopping was assessed within the 12 months following the index date. Doctor shopping was defined as at least 1 day of overlapping opioid prescriptions from ≥2 prescribers and filled in ≥3 pharmacies. Results A total of 2191 patients with CNCP with at least one opioid dispensation within the 12 months following the index date were included. The mean age was 58.6±14.9 years and 41.3% were men. The median pain duration was 4 years, and 13.3% of patients were diagnosed with neuropathic pain. Regarding past year comorbidities, 15.0% presented anxiety, 16.8% depression and 6.4% substance use disorder. Among the included patients, 15 (0.7%) presented at least one episode of doctor shopping. Among these doctor-shoppers, 9 (60.0%) exhibited only 1 episode. Conclusion Opioid doctor shopping is a rare phenomenon among patients with CNCP treated in tertiary care settings. Opioids should remain a drug option for patients without substance use disorder, and who have persistent pain despite optimized nonopioid therapy.
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Early Detection of Prescription Drug Abuse Using Doctor Shopping Monitoring From Claims Databases: Illustration From the Experience of the French Addictovigilance Network. Front Psychiatry 2021; 12:640120. [PMID: 34079478 PMCID: PMC8165176 DOI: 10.3389/fpsyt.2021.640120] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 03/29/2021] [Indexed: 12/30/2022] Open
Abstract
Opioid analgesics and maintenance treatments, benzodiazepines and z-drugs, and other sedatives and stimulants are increasingly being abused to induce psychoactive effects or alter the effects of other drugs, eventually leading to dependence. Awareness of prescription drug abuse has been increasing in the last two decades, and organizations such as the International Narcotics Control Board has predicted that, worldwide, prescription drug abuse may exceed the use of illicit drugs. Assessment of prescription drug abuse tackles an issue that is hidden by nature, which therefore requires a specific monitoring. The current best practice is to use multiple detection systems to assess prescription drug abuse by various populations in a timely, sensitive, and specific manner. In the early 2000's, we designed a method to detect and quantify doctor shopping for prescription drugs from the French National Health Data System, which is one of the world's largest claims database, and a first-class data source for pharmacoepidemiological studies. Doctor shopping is a well-known behavior that involves overlapping prescriptions from multiple prescribers for the same drug, to obtain higher doses than those prescribed by each prescriber on an individual basis. In addition, doctor shopping may play an important role in supplying the black market. The paper aims to review how doctor shopping monitoring can improve the early detection of prescription drug abuse within a multidimensional monitoring. The paper provides an in-depth overview of two decades of development and validation of the method as a complementary component of the multidimensional monitoring conducted by the French Addictovigilance Network. The process accounted for the relevant determinants of prescription drug abuse, such as pharmacological data (e.g., formulations and doses), chronological and geographical data (e.g., impact of measures and comparison between regions), and epidemiological and outcome data (e.g., profiles of patients and trajectories of care) for several pharmacological classes (e.g., opioids, benzodiazepines, antidepressants, and methylphenidate).
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Doctor shopping for methylphenidate as a proxy for misuse and potential abuse in the 67 million inhabitants in France. Fundam Clin Pharmacol 2020; 35:751-761. [PMID: 33025606 DOI: 10.1111/fcp.12612] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 09/02/2020] [Accepted: 10/01/2020] [Indexed: 01/15/2023]
Abstract
Doctor shopping enables subjects to receive more than the prescribed dose out of any medical management, which suggests a search for high doses and makes doctor shopping a relevant proxy for misuse and potential abuse. Therefore, this study aimed to identify and characterize profiles of subjects with doctor-shopping behavior for methylphenidate in the entire French population. This study is a cross-sectional study of doctor-shopping behavior for methylphenidate in France, in 2016, using the Système national des données de santé, and accounting for overlapping prescriptions. Subjects who obtained >840 mg by doctor shopping were defined as subjects with heavy doctor-shopping behavior, and subjects who obtained >0 mg and ≤840 mg by doctor shopping were defined as subjects with light doctor-shopping behavior. A total of 63 739 subjects were included, and received 339.6 kg of methylphenidate. Among them, 216 (0.3%) subjects had heavy doctor-shopping behavior, and 313 (0.5%) subjects had light doctor-shopping behavior. Compared with subjects with light doctor-shopping behavior, subjects with heavy doctor-shopping behavior were older (64% of 30- to 49-year-old subjects vs. 77% of ≤17-year-old subjects; P < 0.001), received more concomitant dispensings of antipsychotics (37% vs. 26%; P = 0.008) and opioid maintenance treatments (50% vs. 6%; P < 0.001), and had more prescribers (4 [IQR = 2-5] vs. 2 [IQR = 2-3]; P < 0.001). In the French context where prescription and dispensing of methylphenidate are highly regulated and methylphenidate is much less used than in other countries, these results are a warning signal to avoid trivializing methylphenidate in adults.
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Second opinions, multiple physician appointments, and overlapping prescriptions in the paediatric population: A systematic literature review. J Eval Clin Pract 2020; 26:1761-1767. [PMID: 32003511 DOI: 10.1111/jep.13365] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 01/16/2020] [Accepted: 01/16/2020] [Indexed: 02/04/2023]
Abstract
OBJECTIVES Doctor shopping, double doctoring, and overlapping prescriptions are often used as synonyms for multiple physician appointments in the same disease episode. Such behaviours translate into poor patient satisfaction and patient-doctor communication as well as abuse or misuse of drugs, increasing health care costs and resulting in negative health consequences. This systematic review of the literature was conducted to identify factors that drive doctor-shopping behaviour in children's caregivers. METHODS The search was conducted in PubMed and grey literature and was based on the following search terms: included doctor or physician shopping, drug seeking, double doctoring, children, and combinations of those. Overall, 500 records were identified, of which 11 were selected for qualitative synthesis. Data extracted considered definitions of doctor shopping, co-morbidities, and target population characteristics. RESULTS Definitions of doctor shopping were inconsistent. The frequency of doctor shopping was high for acute illnesses and ranged from 53% in children with a fever in Hong Kong to 18% at an emergency department in Canada. The incidence of this phenomenon was low when taking into account addictive drugs and was rated at 0.02% to 0.3% in the full paediatric population. This phenomenon was more prevalent in children younger than 1 year, in children with attention-deficit hyperactivity disorder (ADHD) and co-morbid psychiatric conditions, and in those whose caregivers themselves had psychiatric conditions. It was more frequent in cases with an acute disease (eg, fever, gastroenteritis, and urinary tract infection) than a chronic disease (eg, asthma). CONCLUSIONS The knowledge about doctor shopping by children's caregivers is limited, despite that this is a frequent behaviour. There is a need for further research covering a broader range of diseases. The causes and consequences of doctor shopping should be sought as well to investigate its relation to health care regulations and possibility to reduce unnecessary medical resource utilization.
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Abstract
INTRODUCTION Due to their euphoric and sedative effects, opioid analgesics have high potential for abuse and dependence. In the last decade in the USA and many Western European Countries the prescription rates of opioid analgesics have steadily increased. OBJECTIVE This study describes 5-year trends in the prescription of opioid analgesics and risk indicators such as duration, dose and 'doctor shopping' in Northern Germany. METHODS The annual rates of opioid analgesic prescriptions have been analysed for patients with statutory health insurance processed by the North German Pharmacy Data Center for the years 2011-2015. A distinction was made between non-cancer patients and cancer patients, and different groups according to prescription duration and dose level. RESULTS Between 2011 and 2015, the annual number of patients with opioid analgesic prescriptions increased from 500,000 to 550,000. About half of non-cancer-patients (85% of the total sample) and cancer patients received opioid analgesics for 90 days or less. The rates for long-term prescriptions (⩾9 months) ranged between 6-7% for non-cancer patients and 7-8% for cancer patients. Between 1.2-1.8% received opioid analgesics in doses of more than two defined daily doses. The majority of non-cancer patients with opioid analgesic prescriptions were female. The average age of non-cancer patients was 66 years. About 80% of non-cancer patients with first opioid analgesic prescription received World Health Organization step II medication. CONCLUSION For the first time, this study provides comprehensive patient-related analyses of opioid analgesic prescriptions in Germany over a 5-year period. Despite a slight increase in the overall number of opioid analgesic prescriptions, an epidemic spread of opioid analgesics cannot be observed.
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Health Information Technology and Doctor Shopping: A Systematic Review. Healthcare (Basel) 2020; 8:E306. [PMID: 32872211 PMCID: PMC7551569 DOI: 10.3390/healthcare8030306] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 08/17/2020] [Accepted: 08/26/2020] [Indexed: 01/13/2023] Open
Abstract
Doctor shopping is the practice of visiting multiple physicians to obtain multiple prescriptions. Health information technology (HIT) allows healthcare providers and patients to leverage records or shared information to improve effective care. Our research objective was to determine how HIT is being leveraged to control for doctor shopping. We analyzed articles that covered a 10-year time period from four databases and reported using preferred reporting items for systematic reviews and meta-analysis (PRISMA). We compared intervention, study design, and bias, in addition to showing intervention interactions with facilitators, barriers, and medical outcomes. From 42 articles published from six countries, we identified seven interventions, five facilitator themes with two individual observations, three barrier themes with six individual observations, and two medical outcome themes with four individual observations. Multiple HIT mechanisms exist to control for doctor shopping. Some are associated with a decrease in overdose mortality, but access is not universal or compulsory, and data sharing is sporadic. Because shoppers travel hundreds of miles in pursuit of prescription drugs, data sharing should be an imperative. Research supports leveraging HIT to control doctor shopping, yet without robust data sharing agreements, the efforts of the system are limited to the efforts of the entity with the least number of barriers to their goal. Shoppers will seek out and exploit that organization that does not require participation or checking of prescription drug monitoring programs (PDMP), and the research shows that they will drive great distances to exploit this weakest link.
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Impacts of doctor-shopping behavior on diabetic patients' health: A retrospective longitudinal study in Taiwan. Medicine (Baltimore) 2020; 99:e21495. [PMID: 32769885 PMCID: PMC7592987 DOI: 10.1097/md.0000000000021495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
The aim of this study was to clarify the relationship between doctor-shopping behavior and clinical conditions, and to clearly outline the effects of both the number of clinic visits and the number of doctor changes on patients' health conditions. Data from January 1, 2000 to December 31, 2004 was collected from the National Health Insurance Research Database in Taiwan. After randomly selecting one million people, we extracted 5-year longitudinal data, about the number of clinic visits, number of doctor changes, and changes in self-health status for each patient with diabetes over the age of 18. We developed a relationship among the variables by using the generalized estimating equation. The results revealed that the number of clinic visits on the change of health status is a U curve, suggesting that health condition could be optimal with an appropriate number of clinic visits. The effect of the number of doctor changes is linearly correlated with health deterioration. The results suggest that disease conditions can only be controlled with an adequate number of clinic visits. Excessively frequent clinic visits are not only unfavorable to patients' health status but are also wasteful of limited medical resources. For diabetic mellitus patients, the more they change doctors, the worse their health status. All of these results are important for patients to stay healthy and to save medical resources.
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The effect of state laws designed to prevent nonmedical prescription opioid use on overdose deaths and treatment. HEALTH ECONOMICS 2018; 27:294-305. [PMID: 28719096 DOI: 10.1002/hec.3548] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Revised: 03/14/2017] [Accepted: 05/30/2017] [Indexed: 05/26/2023]
Abstract
Nonmedical use of prescription opioids has reached epidemic levels in the United States and globally. In response, federal, state, and local governments are taking actions to address substantial increases in prescription opioid addiction and its associated harms. This study examines the effect of two state laws specifically designed to curtail access to prescription opioids to nonmedical users: pain management clinic and doctor shopping laws. We use administrative data on overdose deaths and admissions to specialty substance use disorder treatment coupled with a differences-in-differences design. Our findings suggest that both pain management clinic and doctor shopping laws have the potential to reduce prescription opioid overdose deaths. Moreover, doctor shopping laws appear to reduce prescription opioid treatment admissions. As many states have adopted these laws in recent years, the full effects of the laws may not yet be realized. Future research using more postlaw passage data should reevaluate the effectiveness of these laws.
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Physician attitudes and experiences with Maryland's prescription drug monitoring program (PDMP). Addiction 2017; 112:311-319. [PMID: 27658522 DOI: 10.1111/add.13620] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Revised: 06/27/2016] [Accepted: 09/19/2016] [Indexed: 02/05/2023]
Abstract
AIMS Physicians' use of prescription drug monitoring programs (PDMPs) varies by state. Among Maryland physicians, we sought to (1) estimate the PDMP impact on changes in opioid prescribing, (2) approximate the scope of PDMP utility and (3) determine the barriers to PDMP use after its 2013 implementation. DESIGN Cross-sectional postal survey linking responses to state records of PDMP registration and use, randomly sampling physicians within specialty and registration strata. SETTING Maryland, USA. PARTICIPANTS A total of 1000 surveyed primary care, pain and emergency medicine physicians stratified into three subpopulations: PDMP non-registrants, PDMP registrants who were non-users and PDMP users; 405 respondents (44%) of 916 eligible physicians were analysed. MEASUREMENTS Primary outcome measure was PDMP use. Key predictors were clinic characteristics, including type of practice and number of patients prescribed opioids. FINDINGS No response-wave bias was identified. Seventy per cent of physicians believed PDMP access decreased their amount and increased their comfort level in prescribing opioids. Three-fourths (74%) of PDMP users reported the data very useful for informing opioid prescribing, although one-fifth (20%) reported difficulty accessing the data. Commonly reported barriers to PDMP use were lack of knowledge regarding its existence and registration process. In multivariable analysis after adjusting for key clinic characteristics, practicing at a managed care organization was associated with lower PDMP use [incidence rate ratio (IRR) = 0.19, 95% confidence interval (CI) = 0.05-0.73]. Conversely, physicians who prescribed opioids for more than 50 patients accessed the PDMP three times as often as those prescribing opioids for fewer than 10 patients monthly (IRR = 3.00, 95 % CI = 1.07-8.43). CONCLUSIONS In this survey of Maryland, USA physicians, most participants reported that prescription drug monitoring programs (PDMPs) improved their opioid prescribing by decreasing prescription amounts and increasing comfort with prescribing opioids. Common barriers to PDMP use included not knowing about the program, registration difficulties and data access difficulties.
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Incidence of tramadol shopping behavior in a retrospective cohort of chronic non-cancer pain patients in France. Pharmacoepidemiol Drug Saf 2016; 25:1088-98. [PMID: 27363310 DOI: 10.1002/pds.4056] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2016] [Revised: 05/25/2016] [Accepted: 06/06/2016] [Indexed: 01/05/2023]
Abstract
PURPOSE Opioid analgesic use in chronic non-cancer pain (CNCP) is increasingly prevalent, but the benefits and risks are inadequately understood. In France, tramadol is one of the most used prescription opioids, but studies on its misuse liability in CNCP are still lacking. The aim was to assess the incidence of tramadol shopping behavior in CNCP patients and to identify the associated risk factors. METHODS A retrospective cohort of CNCP patients aged 18 years and older treated by tramadol for at least six consecutive months between 2005 and 2013 from a sample of the French Health Insurance database was established. Doctor shopping was defined as at least 1 day of overlapping prescriptions written by two or more different prescribers and filled in at least three different pharmacies. RESULTS A total of 3505 CNCP patients were included with a majority of women (66.4%) and a mean age of 66.4 ± 14.7 years. The median tramadol treatment duration was 260 [interquartile range: 211-356] days. The 1-year incidence rate of tramadol shopping behavior was 1.0% [95%CI: 0.7-1.5]. On multivariate analysis, risk factors associated with tramadol shopping behavior were age (hazard ratio [HR] = 7.4 [95%CI: 2.8-19.7] for age <40, HR = 2.8 [95%CI: 1.0-7.7] for 40 ≤ age < 50, versus age ≥50), low-income status (HR = 8.5 [95%CI: 3.6-20.5]), and prior use of strong opioids (HR = 5.7 [95%CI: 1.9-17.0]). CONCLUSION Tramadol shopping behavior incidence appears low in CNCP patients but may represent a public health concern given the widespread use of tramadol. Education and best monitoring of high-risk patients are needed to reduce doctor shopping. Copyright © 2016 John Wiley & Sons, Ltd.
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Deception and Drug Acquisition: Correlates of "Success" Among Drug-Seeking Patients. J Prim Care Community Health 2016; 7:175-9. [PMID: 26846509 DOI: 10.1177/2150131916628462] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
PURPOSE Most research examining patient-based drug diversion neglects to assess physician deception directly. We attempt to determine if motives for deception are linked to success, and, similarly, if any health, demographic, or substance use history characteristics of the patients are predictive of being able to successfully deceive a physician. METHODS Stratified random sampling was utilized to obtain a sample of 2349 young adults. Respondents completed a survey detailing their substance use histories and whether they had ever deceived a physician for medication. Ninety-three of these respondents reported attempting to deceive a physician for a medication and compose the analytic sample for the study. RESULTS Of the 93 young adults who reported having attempted to deceive a physician for pharmaceuticals (4.0% of the general sample), 64 (68.8%) were successful. This included 24 only seeking medications for their own use, 9 only for financial purposes, and 31 with both motives. Respondents who reported recreationally using pharmaceuticals in the past were more likely to report successful attempts at obtaining a prescription compared with respondents without a history of abuse. With respect to demographic characteristics of the respondents, only race/ethnicity distinguished between successful attempts and failure. CONCLUSIONS Although a rare occurrence in the overall sample, significant correlates of successful deception did emerge. Respondents motivated to obtain a prescription in order to sell it to others were overwhelmingly likely to succeed in their pursuit to deceive as compared with respondents who sought prescriptions for their own abuse. Successful deceivers were also more likely to have been legitimately prescribed medication in the past. Successful respondents were more likely to be Caucasian than any other race/ethnicity.
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Abstract
Doctor shopping is a primary method of prescription medication diversion. After opioids, benzodiazepines and stimulants are the next most common prescription medications used nonmedically. Studies have shown that patients who engage in doctor shopping find it fun, exciting, and easy to do. There is a lack of research on the prescriber's perspective on the phenomenon of doctor shopping. This study investigates the experiences of prescribers in psychiatry with patients who engage in doctor shopping. Fifteen prescribers including psychiatrists and psychiatric nurse practitioners working in outpatient psychiatry were interviewed to elicit detailed information about their experiences with patients who engage in doctor shopping. Themes found throughout the interview were that psychiatric prescribers' experience with patients who engage in doctor shopping includes (a) detecting red flags, (b) negative emotional responding, (c) addressing the patient and the problem, and (d) inconsistently implementing precautions. When red flags were detected when prescribing controlled drugs, prescribers in psychiatry experienced both their own negative emotional responses such as disappointment and resentment as well as the negative emotions of the patients such as anger and other extreme emotional responses. Psychiatric prescribers responded to patient's doctor shopping in a variety of ways such as changing their practice, discharging the patients or taking steps to not accept certain patients identified as being at risk for doctor shopping, as well as by talking to the patient and trying to offer them help. Despite experiencing doctor shopping, the prescribers inconsistently implemented precautionary measures such as checking prescription drug monitoring programs.
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Deviant patterns of methylphenidate use in adults: a Danish nationwide registry-based drug utilization study. Pharmacoepidemiol Drug Saf 2015; 24:1189-96. [PMID: 26278467 DOI: 10.1002/pds.3852] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Revised: 06/29/2015] [Accepted: 07/15/2015] [Indexed: 11/11/2022]
Abstract
PURPOSE Several survey studies have documented misuse of methylphenidate defined as the use of non-prescribed methylphenidate or use different from what was prescribed. We aimed to identify and characterize adults with deviant patterns of methylphenidate use in Denmark during 2007-2012. Further, we aimed to identify risk factors associated with deviant patterns of use. METHODS Based on individual-level prescription data, new users of methylphenidate were followed for one year after filling their first prescription on methylphenidate. Adult patients were identified with deviant patterns of use if they had ≥4 different prescribers and filled ≥1095 defined daily doses of methylphenidate during the year of follow-up. Risk factors were estimated by using logistic regression. RESULTS Among 20 829 new users of methylphenidate, we identified 82 (0.39%) patients displaying deviant patterns of use. Characteristics associated with deviant patterns of use included an initial prescription for extended-release methylphenidate (OR2 4.35), age 25-49 years at first prescription (OR2 2.49), general practitioners or hospital doctors as initial prescribers (OR2 3.06 and OR2 4.07) and prior use of drugs used in addictive disorders (OR2 2.08) or opioids (OR2 1.75). Sensitivity analyses revealed that the number of different prescribers alone does not seem to effectively identify deviant users of methylphenidate. CONCLUSION We have identified characteristics associated with deviant patterns of methylphenidate use. Our results do not allow us to conclude if deviant users truly represent medical misusers.
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Doctor-Shopping Behaviors among Traditional Chinese Medicine Users in Taiwan. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2015; 12:9237-47. [PMID: 26262631 PMCID: PMC4555276 DOI: 10.3390/ijerph120809237] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Revised: 07/30/2015] [Accepted: 08/04/2015] [Indexed: 11/16/2022]
Abstract
Doctor-shopping has caused an increase in medical expense, potential to receive duplicate medications, and suffer adverse drug reactions. We carried out a population-based retrospective study aimed at examining the user patterns of traditional Chinese medicine (TCM) ambulatory care in Taiwan. We retrieved complete TCM ambulatory visit datasets for the year 2007 from the National Health Insurance database in Taiwan. We defined the patients whose distribution of TCM physician numbers scored more than 97.5 percent (more than, or equal to, five TCM physicians) within one year as TCM doctor-shoppers. In total, 6,596,814 subjects (28.9%) paid TCM visits during that year. All 177,728 subjects (2.69%) who visited more than five (including) TCM physicians were classified as TCM shoppers. The most prevalent diagnostic grouping was upper respiratory infections (44.7%) and sprains and strains (44.0%). Men had a lower odds ratio (OR) among TCM shoppers than women (OR = 0.94, 95% confidence interval (CI) = 0.93–0.96). Younger people were less likely to be TCM shoppers than other people were. The ORs of TCM shoppers were higher among veterans and low-income patients (OR = 1.29 (1.23–1.35), and 1.33 (1.27–1.41)). In conclusion, health education on the potential of drug interactions and iatrogenic health risks incurred from doctor-shopping should be addressed to those high-risk patients.
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Increasing trends in Schedule II opioid use and doctor shopping during 1999-2007 in California. Pharmacoepidemiol Drug Saf 2013; 23:26-35. [PMID: 23956137 DOI: 10.1002/pds.3496] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2012] [Revised: 05/05/2013] [Accepted: 07/09/2013] [Indexed: 11/08/2022]
Abstract
PURPOSE To examine the age and gender-specific trends of Schedule II opioid use among California residents, with special reference to multiple provider users (doctor shoppers). METHODS Utilizing data from the California Prescription Drug Monitoring Program, we examined age and gender-specific trends of Schedule II opioid use during calendar years 1999-2007. Specifically, we analyzed the following: (1) the prevalence of Schedule II opioid users among California's population and (2) the proportion of these opioid users who were doctor shoppers (defined as an individual who used more than five different prescribers for all Schedule II opioids he or she obtained in a calendar year). RESULTS Among all age and gender groups, the prevalence of Schedule II opioid users in California increased by 150%-280% and the prevalence of doctor shoppers among users increased by 111%-213% over 9 years. The prevalence of opioid users was lowest among 18-44 year old men (1.25%) and highest among 65-year and older women (5.31%) by 2007. The prevalence of doctor shoppers was approximately 1.4% among those up to age 64 years and 0.5% among those 65 years and older. The gender difference in doctor shoppers among all age groups was negligible. On average, the cumulative morphine-equivalent amount of Schedule II opioid per individual obtained per year was threefold to sixfold higher for doctor shoppers than for the general population across different age and gender groups. CONCLUSIONS Age and gender differences in opioid use were relatively small, whereas the trends for use of opioids and multiple providers grew at a disquieting rate.
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Distance traveled and frequency of interstate opioid dispensing in opioid shoppers and nonshoppers. THE JOURNAL OF PAIN 2013; 14:1158-61. [PMID: 23791042 DOI: 10.1016/j.jpain.2013.04.014] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/01/2013] [Revised: 04/23/2013] [Accepted: 04/24/2013] [Indexed: 11/27/2022]
Abstract
UNLABELLED Little is known about how far opioid shoppers travel or how often they cross state lines to fill their opioid prescriptions. This retrospective cohort study evaluated these measures for opioid shoppers and nonshoppers using a large U.S. prescription database. Patients with ≥3 opioid dispensings were followed for 18 months. A subject was considered a shopper when he or she filled overlapping opioid prescriptions written by >1 prescriber at ≥3 pharmacies. A heavy shopper had ≥5 shopping episodes. Outcomes assessed were distance traveled among pharmacies and number of states visited to fill opioid prescriptions. A total of 10,910,451 subjects were included; .7% developed any shopping behavior and their prescriptions accounted for 8.6% of all opioid dispensings. Shoppers and heavy shoppers were younger than the nonshoppers. Shoppers traveled a median of 83.8 miles, heavy shoppers 199.5 miles, and nonshoppers 0 miles. Almost 20% of shoppers or heavy shoppers, but only 4% of nonshoppers, visited >1 state. Shoppers traveled greater distances and more often crossed state borders to fill opioid prescriptions than nonshoppers, and their dispensings accounted for a disproportionate number of opioid dispensings. Sharing of data among prescription-monitoring programs will likely strengthen those programs and may decrease shopping behavior. PERSPECTIVE This study shows that opioid shoppers travel greater distances and more often cross state borders to fill opioid prescriptions than nonshoppers, and their dispensings accounted for a disproportionate number of opioid dispensings. The findings support the need for data sharing among prescription-monitoring programs to deter opioid shopping behavior.
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Doctor shopping: a phenomenon of many themes. INNOVATIONS IN CLINICAL NEUROSCIENCE 2012; 9:42-46. [PMID: 23346518 PMCID: PMC3552465] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Doctor shopping is defined as seeing multiple treatment providers, either during a single illness episode or to procure prescription medications illicitly. According to the available literature, prevalence rates of doctor shopping vary widely, from 6.3 to 56 percent. However, this variability is partially attributable to research methodology, including the study definition of doctor shopping as well as the patient sample. The reasons for doctor shopping are varied. Some patient explanations for this phenomenon relate to clinician factors, such as inconvenient office hours or locations, long waiting times, personal characteristics or qualities of the provider, and/or insufficient communication time between the patient and clinician. Some patient explanations relate to personal factors and include both illness factors (e.g., symptom persistence, lack of understanding or nonacceptance of the diagnosis or treatment) as well as psychological factors (e.g., somatization, prescription drug-seeking). Importantly, not all doctor shopping is driven by suspect motivations. Being aware of these various patient justifications for doctor shopping is important in understanding and managing these challenging patients in the clinical setting, whether they emerge in psychiatric or primary care environments.
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Prescription opioid abuse and diversion in an urban community: the results of an ultrarapid assessment. PAIN MEDICINE (MALDEN, MASS.) 2009; 10:537-48. [PMID: 19416440 PMCID: PMC2719877 DOI: 10.1111/j.1526-4637.2009.00603.x] [Citation(s) in RCA: 148] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Prescription-drug diversion is a topic about which comparatively little is known, and systematic information garnered from prescription-drug abusers and dealers on the specific mechanisms of diversion is extremely limited. DESIGN A pilot ultrarapid assessment was carried out in Wilmington, Delaware, during December 2006 to better understand the scope and dynamics of prescription-drug abuse and diversion. This involved focus groups with prescription-drug abusers and key informant interviews with police, regulatory officials, prescription-drug dealers, and pill brokers. SETTING AND PATIENTS The research team recruited focus group participants from the two residential substance abuse treatment programs in Wilmington reporting the highest proportions of prescription drug abusing clients. A total of six focus groups were conducted with 32 patients in these two programs. Dealers were recruited from the same treatment facilities, and three in-depth interviews were completed. In-depth interviews were also conducted with two prescription pill brokers recruited through the authors' existing contacts in the drug abusing community. Six in-depth interviews were conducted with representatives from a number of Delaware agencies-the Attorney General's Office, the Department of Professional Regulation, the State Police; the Wilmington Police Department, and the Newark Police Department. MEASURES In-depth interview and focus group guides were developed for each of the target populations. The in-depth interviews with police and regulatory officials focused on the extent of prescription drug abuse and diversion in the community, the types of drugs most commonly diverted, and mechanisms being used to channel the drugs to the illicit market. The focus group areas of inquiry with prescription drug abusers included general perceptions of the prescription drug problem in Delaware, sources and mechanisms of access to prescription drugs, popularity and prices of prescription medications on the street, as well as the initiation and progression of prescription and illicit drug abuse. RESULTS The primary sources of prescription drugs on the street were the elderly, patients with pain, and doctor shoppers, as well as pill brokers and dealers who work with all of the former. The popularity of prescription drugs in the street market was rooted in the abusers' perceptions of these drugs as 1) less stigmatizing; 2) less dangerous; and, 3) less subject to legal consequences than illicit drugs. For many, the abuse of prescription opioids also appeared to serve as a gateway to heroin use. CONCLUSION The diversion of prescription opioids might be reduced through physician education focusing on 1) recognizing that a patient is misusing and/or diverting prescribed medications; 2) considering a patient's risk for opioid misuse before initiating opioid therapy; and 3) understanding the variation in the abuse potential of different opioid medications currently on the market. Patient education also appears appropriate in the areas of safeguarding medications, disposal of unused medications, and understanding the consequences of manipulating physicians and selling their medications.
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