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1.
Front Pain Res (Lausanne) ; 3: 850713, 2022.
Article in English | MEDLINE | ID: mdl-35465295

ABSTRACT

High impact chronic pain (HICP) is a recently proposed concept for treatment stratifying patients with chronic pain and monitoring their progress. The goal is to reduce the impact of chronic pain on the individual, their family, and society. The US National Pain Strategy defined HICP as the chronic pain associated with substantial restrictions on participation in work, social, and self-care activities for at least 6 months. To understand the meaning and characteristics of HICP from the younger (<65 years old) and older adults (≥65 years old) with chronic pain, our study examined patients' perceived pain impact between the two age groups. We also characterize the degree of pain impact, assessed with the Patient-Reported Outcomes Measurement Information System (PROMIS) pain interference (PI), between adults and older adults with HICP. We recruited patients at a tertiary pain clinic. The survey included open-ended questions about pain impact, the Graded Chronic Pain Scale-Revised to identify patients' meeting criteria for HICP, and the Patient-Reported Outcomes Measurement Information System (PROMIS®) 8-item PI short form (v.8a). A total of 55 younger adults (65.5% women, 72.7% HICP, mean age = 55.0 with SD of 16.2) and 28 older adults (53.6% women, 64.3% HICP, mean age = 72.6 with SD of 5.4) with chronic pain participated in this study. In response to an open-ended question in which participants were asked to list out the areas of major impact pain, those with HICP in the younger group most commonly listed work, social activity, and basic physical activity (e.g., walking and standing); for those in the older group, basic physical activity, instrumental activity of daily living (e.g., housework, grocery shopping), and participating in social or fun activity for older adults with HICP were the most common. A 2 × 2 ANOVA was conducted using age (younger adults vs. older adults) and HICP classification (HICP vs. No HICP). A statistically significant difference was found in the PROMIS-PI T-scores by HICP status (HICP: M = 58.4, SD = 6.3; No HICP: M = 67.8, SD = 6.3), but not by age groups with HICP. In conclusion, perceived pain impacts were qualitatively, but not quantitatively different between younger and older adults with HICP. We discuss limitations and offer recommendations for future research.

3.
J Pain Res ; 8: 523-35, 2015.
Article in English | MEDLINE | ID: mdl-26316803

ABSTRACT

BACKGROUND: The purpose of this study was to determine if primary care patients with low back pain (LBP) cluster into definable care utilization subgroups that can be explained by patient and provider characteristics. MATERIALS AND METHODS: Adult primary care patients with an incident LBP encounter were identified from Geisinger Clinic electronic health records over 5 years. Two-thirds of the cohort had only one to two encounters. Principal component analysis was applied to the data from the remaining one-third on use of ambulatory, inpatient, emergency department, and surgery care and use of magnetic resonance imaging, injections, and opioids in 12 months following the incident encounter. Groups were compared on demographics, health behaviors, chronic and symptomatic disease burden, and a measure of physician efficiency. RESULTS: Six factors with eigenvalues >1.5 explained 71% of the utilization variance. Patient subgroups were defined as: 1-2 LBP encounters; 2+ surgeries; one surgery; specialty care without primary care; 3+ opioid prescriptions; laboratory dominant care; and others. The surgery and 3+ opioid subgroups, while accounting for only 10.4% of the cohort, had used disproportionately more magnetic resonance imaging, emergency department, inpatient, and injectable resources. The specialty care subgroup was characterized by heavy use of inpatient care and the lowest use of injectables. Anxiety disorder and depression were not more prevalent among the surgery patients than in the others. Surgery patients had features in common with specialty care patients, but were older, had higher prevalence of Fibromyalgia, and were associated primary care physicians with worse efficiency scores. CONCLUSION: LBP care utilization is highly variable and concentrated in small subgroups using disproportionate amounts of potentially avoidable care that reflect both patient and provider characteristics.

4.
Pain Res Manag ; 20(5): 234-40, 2015.
Article in English | MEDLINE | ID: mdl-26291127

ABSTRACT

BACKGROUND: Low back pain (LBP) is a debilitating condition that is complex to manage. One reason is that clinicians lack means to identify early on patients who are likely to become high care utilizers. OBJECTIVE: To explore the feasibility of developing a 'dynamic' predictive model using electronic health record data to identify costly LBP patients within the first year after their initial LBP encounter with a primary care provider. Dynamic, in this context, indicates a process in which the decision on how to manage patients is dependent on whether they are at their first, second or third LBP visit with the provider. METHODS: A series of logistic regression models was developed to predict who will be a high-cost patient (defined as top 30% of the cost distribution) at each of the first three LBP visits. RESULTS: The c-statistics of the three logistic regression models corresponding to each of the first three visits were 0.683, 0.795 and 0.741, respectively. The overall sensitivity of the model was 42%, the specificity was 86% and the positive predictive value was 48%. Men were more likely to become expensive than women, while patients who had workers' compensation as their primary payer type had higher use of prescription opioid drugs or were smokers before the first LBP visit were also more likely to become expensive. CONCLUSION: The results suggest that it is feasible to develop a dynamic, primary care provider visit-based predictive model for LBP care based on longitudinal data obtained via electronic health records.


Subject(s)
Electronic Health Records/statistics & numerical data , Low Back Pain/diagnosis , Low Back Pain/economics , Primary Health Care , Adult , Age Distribution , Female , Follow-Up Studies , Humans , Male , Middle Aged , Regression Analysis , Young Adult
5.
J Womens Health (Larchmt) ; 24(8): 629-35, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26153668

ABSTRACT

BACKGROUND: The use of chronic opioid therapy (COT) has risen dramatically in recent years, especially among women. However, little is known about factors influencing overall pain and function (global pain status) among COT users. Characterizing the typical experiences of COT patients by age-sex group could help clinicians and patients better weigh the risks and benefits of COT. Thus, we sought to characterize global pain status among COT users in community practice by age and sex. METHODS: Telephone survey of 2,163 health plan members aged 21-80 years using COT. We assessed average/usual pain (0-10 scale); pain-related interference (0-10); activity limitation days, last 3 months; and pain impact, last 2 weeks (0-11). Status on each indicator was classified as low (better pain/function), moderate, or high (worse pain/function). Global pain status was categorized as favorable if 2-4 indicators were low and 0-1 was high and unfavorable if 2-4 indicators were high and 0-1 was low. RESULTS: Among female COT patients, 15% (vs. 26% of males) had favorable global pain status and 59% (vs. 42% of males) had unfavorable status. Under age 65 years, women fared more poorly than men on every indicator. Among 65- to 80-year-olds, women and men had similar global pain status. CONCLUSIONS: Although pain and function among COT users vary considerably, only one in five reported low pain levels and high levels of function. Young and middle-aged women seem to be at particularly high risk for unfavorable global pain status. More research is needed about how to best manage pain in this group.


Subject(s)
Analgesics, Opioid/administration & dosage , Chronic Pain/drug therapy , Opioid-Related Disorders/drug therapy , Adult , Age Distribution , Aged , Aged, 80 and over , Chronic Pain/epidemiology , Cross-Sectional Studies , Delivery of Health Care, Integrated , Drug Administration Schedule , Drug Utilization/trends , Female , Health Surveys , Humans , Long-Term Care , Male , Middle Aged , Opioid-Related Disorders/epidemiology , Pain Management , Pain Measurement , Prevalence , Sex Distribution , Telephone , Treatment Outcome , Young Adult
6.
Best Pract Res Clin Rheumatol ; 27(5): 663-72, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24315147

ABSTRACT

Increased opioid prescribing for back pain and other chronic musculoskeletal pain conditions has been accompanied by dramatic increases in prescription-opioid addiction and fatal overdose. Opioid-related risks appear to increase with dose. Although short-term randomised trials of opioids for chronic pain have found modest analgesic benefits (a one-third reduction in pain intensity on average), the long-term safety and effectiveness of opioids for chronic musculoskeletal pain remains unknown. Given the lack of large, long-term randomised trials, recent epidemiologic data suggest the need for caution when considering long-term use of opioids to manage chronic musculoskeletal pain, particularly at higher dosage levels. Principles for achieving more selective and cautious use of opioids for chronic musculoskeletal pain are proposed.


Subject(s)
Analgesics, Opioid/therapeutic use , Back Pain/drug therapy , Chronic Pain/drug therapy , Musculoskeletal Pain/drug therapy , Analgesics, Opioid/adverse effects , Disease Management , Humans , Pain Measurement , Treatment Outcome
8.
Ann Fam Med ; 11(3): 245-50, 2013.
Article in English | MEDLINE | ID: mdl-23690324

ABSTRACT

PURPOSE: Although psychosocial and clinical factors have been found to be associated with hypoglycemic episodes in patients with diabetes, few studies have examined the association of depression with severe hypoglycemic episodes. This study examined the prospective association of depression with risk of hypoglycemic episodes requiring either an emergency department visit or hospitalization. METHODS: In a longitudinal cohort study, a sample of 4,117 patients with diabetes enrolled between 2000 and 2002 were observed from 2005 to 2007. Meeting major depression criteria on the Patient Health Questionnaire-9 was the exposure of interest, and the outcome of interest was an International Classification of Disease, Ninth Revision code for a hypoglycemic episode requiring an emergency department visit or hospitalization. Proportional hazard models were used to analyze the association of baseline depression and risk of one or more severe hypoglycemic episodes. Poisson regression was used to determine whether depression status was associated with the number of hypoglycemic episodes. RESULTS: After adjusting for sociodemographic, clinical measures of diabetes severity, non-diabetes-related medical comorbidity, prior hypoglycemic episodes, and health risk behaviors, depressed compared with nondepressed patients who had diabetes had a significantly higher risk of a severe hypoglycemic episode (hazard ratio = 1.42, 95% CI, 1.03-1.96) and a greater number of hypoglycemic episodes (odds ratio = 1.34, 95% CI, 1.03-1.74). CONCLUSION: Depression was significantly associated with time to first severe hypoglycemic episode and number of hypoglycemic episodes. Research assessing whether recognition and effective treatment of depression among persons with diabetes prevents severe hypoglycemic episodes is needed.


Subject(s)
Depression/epidemiology , Diabetes Mellitus, Type 1/epidemiology , Diabetes Mellitus, Type 2/epidemiology , Hypoglycemia/epidemiology , Severity of Illness Index , Activities of Daily Living , Adult , Aged , Analysis of Variance , Cohort Studies , Comorbidity , Depression/diagnosis , Diabetes Mellitus, Type 1/psychology , Diabetes Mellitus, Type 2/psychology , Female , Health Behavior , Humans , Hypoglycemia/diagnosis , Longitudinal Studies , Male , Middle Aged , Risk Factors , Socioeconomic Factors
9.
Ann Fam Med ; 10(4): 304-11, 2012.
Article in English | MEDLINE | ID: mdl-22778118

ABSTRACT

PURPOSE: Opioid misuse in the context of chronic opioid therapy (COT) is a growing concern. Depression may be a risk factor for opioid misuse, but it has been difficult to tease out the contribution of co-occurring substance abuse. This study aims to examine whether there is an association between depression and opioid misuse in patients receiving COT who have no history of substance abuse. METHODS: A telephone survey was conducted at Group Health Cooperative and Kaiser Permanente of Northern California. We interviewed 1,334 patients on COT for noncancer pain who had no history of substance abuse. Patients were asked about 3 forms of opioid misuse: (1) self-medicating for symptoms other than pain, (2) self-increasing doses, and (3) giving to or getting opioids from others. Depression was evaluated by the 8-item Patient Health Questionnaire (PHQ-8). RESULTS: Compared with patients who were not depressed (PHQ-8 score 0 to 4), patients with moderate depression (PHQ-8 score 10 to 14) and severe depression (PHQ-8 score 15 or higher) were 1.8 and 2.4 times more likely, respectively, to misuse their opioid medications for non-pain symptoms. Patients with mild (PHQ-8 score 5 to 9), moderate, and severe depression were 1.9, 2.9, and 3.1 times more likely, respectively, to misuse their opioid medications by self-increasing their dose. There was no statistically significant association between depression and giving opioids to or getting them from others. CONCLUSION: In patients with no substance abuse history, depressive symptoms are associated with increased rates of some forms of self-reported opioid misuse. Clinicians should be alert to the risk of patients with depressive symptoms using opioids to relieve these symptoms and thereby using more opioids than prescribed.


Subject(s)
Analgesics, Opioid/adverse effects , Depression/chemically induced , Medication Adherence/statistics & numerical data , Substance-Related Disorders/epidemiology , Adolescent , Adult , Aged , Analgesics, Opioid/administration & dosage , California/epidemiology , Chronic Disease , Confidence Intervals , Depression/psychology , Female , Health Care Surveys , Humans , Male , Middle Aged , Odds Ratio , Psychometrics , Risk Factors , Self Report , Statistics as Topic , Substance-Related Disorders/psychology , Surveys and Questionnaires , Time Factors , Young Adult
11.
Health Aff (Millwood) ; 30(8): 1420-4, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21821559

ABSTRACT

Increased opioid prescribing for chronic pain that is not due to cancer has been accompanied by large increases in abuse and overdose of prescription opioids. This paper describes how Group Health, a Seattle-based nonprofit health care system, implemented a major initiative to make opioid prescribing safer. In the initiative's first nine months, clinicians developed documented care plans for almost 6,000 patients receiving long-term opioid therapy for chronic pain. Evaluation of the initiative's effects on care processes and trends in adverse events is under way.


Subject(s)
Analgesics, Opioid/administration & dosage , Chronic Pain/drug therapy , Drug Overdose/prevention & control , Opioid-Related Disorders/prevention & control , Analgesics, Opioid/adverse effects , Delivery of Health Care , Drug Prescriptions , Hospitals, Voluntary , Humans , Organizational Case Studies , Washington
12.
J Pain ; 11(9): 807-29, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20430701

ABSTRACT

UNLABELLED: This document reports the consensus of an interdisciplinary panel of research and clinical experts charged with reviewing the use of opioids for chronic noncancer pain (CNCP) and formulating guidelines for future research. Prescribing opioids for chronic noncancer pain has recently escalated in the United States. Contrasting with increasing opioid use are: 1) The lack of evidence supporting long-term effectiveness; 2) Escalating misuse of prescription opioids including abuse and diversion; and 3) Uncertainty about the incidence and clinical salience of multiple, poorly characterized adverse drug events (ADEs) including endocrine dysfunction, immunosuppression and infectious disease, opioid-induced hyperalgesia and xerostomia, overdose, falls and fractures, and psychosocial complications. Chief among the limitations of current evidence are: 1) Sparse evidence on long-term opioid effectiveness in chronic pain patients due to the short-term time frame of clinical trials; 2) Insufficiently comprehensive outcome assessment; and 3) Incomplete identification and quantification of ADEs. The panel called for a strategic interdisciplinary approach to the problem domain in which basic scientists and clinicians cooperate to resolve urgent issues and generate a comprehensive evidence base. It offered 4 recommendations in 3 areas: 1) A research strategy for studying the effectiveness of long-term opioid pharmacotherapy; 2) Improvements in evidence-generation methodology; and 3) Potential research topics for generating new evidence. PERSPECTIVE: Prescribing opioids for CNCP has outpaced the growth of scientific evidence bearing on the benefits and harms of these interventions. The need for a strong evidence base is urgent. This guideline offers a strategic approach to creating a comprehensive evidence base to guide safe and effective management of CNCP.


Subject(s)
Analgesics, Opioid , Evidence-Based Medicine , Pain , Research , Humans , Analgesics, Opioid/adverse effects , Analgesics, Opioid/therapeutic use , Case-Control Studies , Chronic Disease , Clinical Trials as Topic , Cohort Studies , Consensus , Databases, Factual , Drug Tolerance , Evidence-Based Medicine/standards , Longitudinal Studies , Models, Statistical , Pain/drug therapy , Randomized Controlled Trials as Topic , Research/standards , Research Design , Treatment Outcome , United States , United States Department of Veterans Affairs
13.
Psychosom Med ; 68(1): 152-8, 2006.
Article in English | MEDLINE | ID: mdl-16449426

ABSTRACT

OBJECTIVE: To estimate the prevalence of comorbidity among people with arthritis in the US adult population and to determine the role of comorbidity in accounting for the association of arthritis with days out of role (a measure of inability to work or carry out normal activities). METHODS: Data come from the National Comorbidity Survey Replication (NCS-R), a nationally representative household survey of 9,282 respondents ages 18 and older carried out in 2001 to 2003. Arthritis was assessed by self-report in a chronic-conditions checklist, along with a wide range of other physical conditions. Mental and substance use disorders were ascertained with the World Health Organization Composite International Diagnostic Interview (CIDI). Number of days out of role was assessed for the 30 days before the interview. RESULTS: Arthritis was reported by 27.3% of respondents, 80.9% of whom also reported at least one other physical or mental disorder, including 45.6% with another chronic pain condition, 62.3% with another chronic physical condition, and 24.3% with a 12-month mental disorder. Arthritis was significantly associated with days out of role, but comorbidity explained more than half of this association. No significant interactions were found between arthritis and the other conditions in predicting days out of role. CONCLUSION: Comorbidity is the rule rather than the exception among people with arthritis. Comorbidity accounts for most of the days out of role associated with arthritis. The societal burden of arthritis needs to be understood and managed within the context of these comorbid conditions.


Subject(s)
Arthritis/epidemiology , Mental Disorders/epidemiology , Absenteeism , Activities of Daily Living , Adolescent , Adult , Arthritis/psychology , Chronic Disease/epidemiology , Comorbidity , Employment , Female , Humans , Male , Middle Aged , Prevalence , United States/epidemiology
14.
JAMA ; 291(21): 2581-90, 2004 Jun 02.
Article in English | MEDLINE | ID: mdl-15173149

ABSTRACT

CONTEXT: Little is known about the extent or severity of untreated mental disorders, especially in less-developed countries. OBJECTIVE: To estimate prevalence, severity, and treatment of Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV) mental disorders in 14 countries (6 less developed, 8 developed) in the World Health Organization (WHO) World Mental Health (WMH) Survey Initiative. DESIGN, SETTING, AND PARTICIPANTS: Face-to-face household surveys of 60 463 community adults conducted from 2001-2003 in 14 countries in the Americas, Europe, the Middle East, Africa, and Asia. MAIN OUTCOME MEASURES: The DSM-IV disorders, severity, and treatment were assessed with the WMH version of the WHO Composite International Diagnostic Interview (WMH-CIDI), a fully structured, lay-administered psychiatric diagnostic interview. RESULTS: The prevalence of having any WMH-CIDI/DSM-IV disorder in the prior year varied widely, from 4.3% in Shanghai to 26.4% in the United States, with an interquartile range (IQR) of 9.1%-16.9%. Between 33.1% (Colombia) and 80.9% (Nigeria) of 12-month cases were mild (IQR, 40.2%-53.3%). Serious disorders were associated with substantial role disability. Although disorder severity was correlated with probability of treatment in almost all countries, 35.5% to 50.3% of serious cases in developed countries and 76.3% to 85.4% in less-developed countries received no treatment in the 12 months before the interview. Due to the high prevalence of mild and subthreshold cases, the number of those who received treatment far exceeds the number of untreated serious cases in every country. CONCLUSIONS: Reallocation of treatment resources could substantially decrease the problem of unmet need for treatment of mental disorders among serious cases. Structural barriers exist to this reallocation. Careful consideration needs to be given to the value of treating some mild cases, especially those at risk for progressing to more serious disorders.


Subject(s)
Global Health , Mental Disorders/epidemiology , Mental Disorders/therapy , Mental Health Services , Needs Assessment , Adult , Developed Countries , Developing Countries , Diagnostic and Statistical Manual of Mental Disorders , Health Surveys , Humans , Prevalence , Severity of Illness Index
15.
Spine (Phila Pa 1976) ; 27(5): E133-8, 2002 Mar 01.
Article in English | MEDLINE | ID: mdl-11880850

ABSTRACT

STUDY DESIGN: An amalgamated review of the current state of knowledge about psychosocial factors in low back pain (LBP), as presented at the plenary session at the Fourth International Forum on LBP Research in Primary Care (March 16-18, 2000, Israel). OBJECTIVES: To outline evidence-based theories that have lead to the identification of yellow flags (psychosocial risk factors for developing long-term disability) for nonspecific LBP. To discuss the role of clinicians in primary care in detecting and addressing these psychosocial factors and to outline future directions for research to clarify this role. SUMMARY OF BACKGROUND DATA: It is widely accepted that psychological and social factors play an important role in LBP; however, it is currently unclear which specific factors merit intervention to reduce the burden of disease. METHOD: The review is an integration based on the plenary session presented at the Fourth International Forum on LBP Research in Primary Care. The presentations included original research studies, a systematic review, and theoretical descriptions of models of risk and treatment. RESULTS: There is good evidence to support the role of psychological risk factors at early stages of LBP in the development of long-term disability. There are evidence-based theories and models that provide directions for future interventions. CONCLUSION: In the treatment of psychological factors, the role of clinicians in primary care remains unclear. Further evidence is needed to identify specific psychological risk factors, primary care tools for their identification need developing, and interventions at different stages of LBP by different professionals need to be tested.


Subject(s)
Cognitive Behavioral Therapy , Low Back Pain/psychology , Low Back Pain/therapy , Chronic Disease , Cognitive Behavioral Therapy/trends , Evidence-Based Medicine , Fear/psychology , Humans , Low Back Pain/etiology , Models, Psychological , Pain/psychology , Patient Acceptance of Health Care/psychology , Physician's Role , Primary Health Care , Risk Factors
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