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Background: Sixty million American adults suffer from moderate to severe chronic pain. Of these, 5 to 8 million currently use opioids long-term. With increased opioid prescribing for chronic pain, an epidemic of prescription opioid addiction and overdose has arisen. This necessitates action to stem opioid-related morbidity and mortality. Group Health (GH), a large nonprofit health plan, developed and implemented opioid risk reduction strategies for doctors and patients in some, but not all, of its clinics. The risk reduction initiative achieved large opioid dose reductions, near universal documentation of care plans, and marked increases in patient monitoring. Rigorous evaluation of patient outcomes resulting from the opioid risk reduction initiative, incorporating patient perspectives, is needed to guide health care improvement efforts to reduce opioid risks regionally and nationally.
Research goal: The investigators will evaluate a major health plan initiative to reduce risks of long-term opioid use for chronic pain. Starting in 2008, some GH clinics reduced prescribing of high opioid doses. In 2010 the same clinics increased care planning and monitoring of chronic opioid therapy (COT) patients. Our research goal is to evaluate effects of this initiative on health and safety outcomes of COT patients. We will test whether the initiative influenced pain outcomes; patient-reported opioid benefits and problems; and opioid-related adverse events.
Design and Outcomes: The investigators will assess effects of GH's opioid risk reduction initiative among COT patients using opioids long-term. The investigators will compare COT patients from clinics that implemented the initiative with COT patients from care settings that did not implement the initiative. The investigators will use survey data to assess patient-reported outcomes including pain severity, depressive symptoms, and patient perceptions of opioid benefits and problems, including validated measures of prescription opioid use disorder. They will interview and compare 800 COT patients using opioids long-term from clinics that implemented the risk reduction initiative and 800 COT patients from care settings that did not.
Impact: This research will provide an urgently needed, rigorous evaluation of a major risk reduction initiative among COT patients. Evaluation results will guide efforts of health plans, clinicians and patients nationwide to ensure safe, effective and compassionate chronic pain care.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Opioid Risk Reduction Initiative | Opioid risk reduction initiative for chronic opioid therapy patients implemented in Group Health integrated group practice clinics. | ||
| Usual Care | Usual care for management of chronic opioid therapy patients implemented in Group Health network care settings. |
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| Measure | Description | Time Frame |
|---|---|---|
| Proportion With Prescription Opioid Use Disorder (Defined by DSM5 Criteria). | Proportion with Prescription Opioid Use Disorder, which is defined by multiple indicators of opioid abuse and addiction from 9 criteria in the DSM5 manual of the American Psychiatric Association. In this research, it will be assessed using the Psychiatric Research Interview for Substance and Mental Disorders (PRISM5, Columbia University). Estimates were weighted to account for non-response, with weights based on baseline patient characteristics assessed with electronic health care data available for all chronic opioid therapy patients sampled for the survey. The number analyzed differs from the Participant Flow module due to persons with missing item data who were dropped from this analysis. The numbers with missing items were deemed too few to justify item imputation. | 1 year prior to interview |
| Measure | Description | Time Frame |
|---|---|---|
| Pain Severity (Intensity, Interference With Activities, Enjoyment): PEG Scale | PEG (Pain - Enjoyment - Interference with General Activities) pain scale consisting of the average of 3 0-10 ratings of pain intensity, interference with activities due to pain, and reduced enjoyment of life due to pain. Estimates were weighted to account for non-response, with weights based on baseline patient characteristics assessed with electronic health care data available for all chronic opioid therapy patients sampled for the survey. The PEG score ranges from 0 to 30, with higher scores indicating greater pain severity. The number analyzed differs from the Participant Flow module due to persons with missing item data who were dropped from this analysis. The numbers with missing items were deemed too few to justify item imputation. |
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Inclusion Criteria:
Exclusion Criteria:
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The study population is prevalent Chronic Opioid Therapy (COT) patients from Group Health clinics. Our initial goals was to interview and compare 800 COT patients using opioids long-term from clinics that implemented the risk reduction initiative and 800 COT patients from care settings that did not. sample size targets were revised to enroll 950 COT patients from the clinics that implemented the risk reduction initiatives and 650 from the clinics that did not implement the risk reduction initiatives.
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| Name | Affiliation | Role |
|---|---|---|
| Michael R VonKorff, ScD | Group Health Research Institute | Principal Investigator |
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A complete, cleaned, de-identified copy of the final dataset used in conducting the final analyses will be made available to other qualified researchers within nine months of the end of the final year of funding upon approval by the Group Health Human Subject's Review Committee.
Given the complexity of the final dataset, our expectation would be that other researchers using the data would require technical assistance from our research team to understand the data and to employ appropriate methods of data analysis. Or, other researchers may prefer to have us analyze the study data to produce analyses according to their specifications. Since use of the dataset by other investigators, or analyses carried out by us for other researchers, would occur after the grant award period has ended, we will expect necessary funding of technical support, data transfers and/or data analyses to be obtained by the research team requesting access to the final dataset.
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| ID | Title | Description |
|---|---|---|
| FG000 | Opioid Risk Reduction Initiative | Opioid risk reduction initiative for chronic opioid therapy patients implemented in Group Health integrated group practice clinics. |
| FG001 | Usual Care | Usual care for management of chronic opioid therapy patients implemented in Group Health network care settings. |
| Title | Milestones | Reasons Not Completed | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Overall Study |
|
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| ID | Title | Description |
|---|---|---|
| BG000 | Opioid Risk Reduction Initiative | Opioid risk reduction initiatives (dose reduction and then risk stratification and monitoring) for chronic opioid therapy patients implemented in Group Health integrated group practice clinics. |
| BG001 | Usual Care |
| Units | Counts |
|---|---|
| Participants |
|
| Title | Description | Population Description | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Denominator Units Selected | Denominators | Classes |
|---|---|---|---|---|---|---|---|---|---|
| Age, Categorical | Count of Participants |
| Type | Title | Description | Population Description | Reporting Status | Anticipated Posting Date | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Time Frame | Units Analyzed | Denominator Units Selected | Arm/Group Information | Denominators | Classes | Analyses |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary | Proportion With Prescription Opioid Use Disorder (Defined by DSM5 Criteria). | Proportion with Prescription Opioid Use Disorder, which is defined by multiple indicators of opioid abuse and addiction from 9 criteria in the DSM5 manual of the American Psychiatric Association. In this research, it will be assessed using the Psychiatric Research Interview for Substance and Mental Disorders (PRISM5, Columbia University). Estimates were weighted to account for non-response, with weights based on baseline patient characteristics assessed with electronic health care data available for all chronic opioid therapy patients sampled for the survey. The number analyzed differs from the Participant Flow module due to persons with missing item data who were dropped from this analysis. The numbers with missing items were deemed too few to justify item imputation. | Prevalent chronic opioid therapy (COT) patients defined as having received at least 70 days supply of opioids in the 90 days prior to sample selection, at least 70 days supply of opioids in at least one of the 3 other quarters in the preceding year, and at least 45 days supply of opioids in the other two quarters. | Posted | Number | 95% Confidence Interval | proportion of COT patients | 1 year prior to interview |
The survey was cross-sectional. The prevalent Chronic Opioid Therapy (COT) patients were assessed at the time they were interviewed. The time frame was the year prior to the interview for prescription opioid use disorder, the two weeks prior to the interview for the depressive symptom scale (PHQ-8), and the prior week for the pain severity scale (PEG).
Since study subjects were not tracked over time, we did not assess adverse events occurring over time. The survey assessment did assess prevalent adverse outcomes relevant to chronic opioid therapy (prescription opioid use disorder, depressive symptoms, pain severity).
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| ID | Title | Description | Deaths (Affected) | Deaths (At Risk) | Serious Events (Affected) | Serious Events (At Risk) | Other Events (Affected) | Other Events (At Risk) |
|---|---|---|---|---|---|---|---|---|
| EG000 | Opioid Risk Reduction Initiative | Opioid risk reduction initiatives (dose reduction and then risk stratification and monitoring) for chronic opioid therapy patients implemented in Group Health integrated group practice clinics. |
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This phase of the evaluation reports after-only survey data comparing prevalent chronic opioid therapy patients who had been exposed or not exposed to the health plan opioid risk reduction initiatives for at least one year.
| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Michael Von Korff, ScD | Group Health Research Institute | 206-287-2874 | vonkorff.m@ghc.org |
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| ID | Term |
|---|---|
| D019966 | Substance-Related Disorders |
| D010146 | Pain |
| D003866 | Depressive Disorder |
| ID | Term |
|---|---|
| D064419 | Chemically-Induced Disorders |
| D001523 | Mental Disorders |
| D009461 | Neurologic Manifestations |
| D012816 | Signs and Symptoms |
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| 1 week prior to interview |
| Depressive Symptoms | Patient Health Questionnaire (PHQ-8) depression scale. The PHQ-8 is estimated by summing the 8 scale items. The total score ranges from 0 to 24, with higher scores indicating greater depression severity. Estimates were weighted to account for non-response, with weights based on baseline patient characteristics assessed with electronic health care data available for all chronic opioid therapy patients sampled for the survey. The number analyzed differs from the Participant Flow module due to persons with missing item data who were dropped from this analysis. The numbers with missing items were deemed too few to justify item imputation. | 2 weeks prior to interview |
Usual care for management of chronic opioid therapy patients implemented in Group Health network care settings. |
| BG002 | Total | Total of all reporting groups |
| Participants |
|
| Age, Continuous | Mean | Standard Deviation | years |
|
| Sex: Female, Male | Count of Participants | Participants |
|
| Race/Ethnicity, Customized | Count of Participants | Participants |
|
| Education | Count of Participants | Participants |
|
| Mental disorder diagnosis past 36 months | Count of Participants | Participants |
|
| Alcohol use disorder, past 36 months | Count of Participants | Participants |
|
| Non-opioid drug use disorder diagnosis past 36 months | Count of Participants | Participants |
|
| Opioid drug use disorder diagnosis, past 36 months | Count of Participants | Participants |
|
| Tobacco use disorder diagnosis, past 36 months | Count of Participants | Participants |
|
| Location in Washington State | Count of Participants | Participants |
|
| Marital status | Count of Participants | Participants |
|
| Charlson Comorbidity Score (past 12 months) | The Charlson Comorbidity Score (Romano version) is assessed from electronic health care data for the year prior to the index date. There are 19 sets of conditions, which prior research has shown predict mortality, that are assessed to develop the Charlson Comorbidity Score. Each set of conditions is assigned a weighted score, depending on the estimated risk of subsequent mortality. The Charlson Comorbidity Score also predicts hospitalization risk. The possible total score ranges from 0 to 37, with higher scores indicating greater comorbidity and higher risk of dying. | Count of Participants | Participants |
|
| Hepatitis C or cirrhosis diagnosis | Count of Participants | Participants |
|
| Received excess days supply of 20% or greater in any of past 4 quarters | Count of Participants | Participants |
|
| Average daily opioid dose in morphine equivalents | Count of Participants | Participants |
|
| Continuously enrolled in health plan for past 24 months | Count of Participants | Participants |
|
| Employment status | Count of Participants | Participants |
|
| ID | Title | Description |
|---|---|---|
| OG000 | Opioid Risk Reduction Initiative | Opioid risk reduction initiatives (dose reduction and then risk stratification and monitoring) for chronic opioid therapy patients implemented in Group Health integrated group practice clinics. |
| OG001 | Usual Care | Usual care for management of chronic opioid therapy patients implemented in Group Health network care settings. |
|
|
| Secondary | Pain Severity (Intensity, Interference With Activities, Enjoyment): PEG Scale | PEG (Pain - Enjoyment - Interference with General Activities) pain scale consisting of the average of 3 0-10 ratings of pain intensity, interference with activities due to pain, and reduced enjoyment of life due to pain. Estimates were weighted to account for non-response, with weights based on baseline patient characteristics assessed with electronic health care data available for all chronic opioid therapy patients sampled for the survey. The PEG score ranges from 0 to 30, with higher scores indicating greater pain severity. The number analyzed differs from the Participant Flow module due to persons with missing item data who were dropped from this analysis. The numbers with missing items were deemed too few to justify item imputation. | Posted | Mean | 95% Confidence Interval | units on a scale | 1 week prior to interview |
|
|
|
| Secondary | Depressive Symptoms | Patient Health Questionnaire (PHQ-8) depression scale. The PHQ-8 is estimated by summing the 8 scale items. The total score ranges from 0 to 24, with higher scores indicating greater depression severity. Estimates were weighted to account for non-response, with weights based on baseline patient characteristics assessed with electronic health care data available for all chronic opioid therapy patients sampled for the survey. The number analyzed differs from the Participant Flow module due to persons with missing item data who were dropped from this analysis. The numbers with missing items were deemed too few to justify item imputation. | Posted | Mean | 95% Confidence Interval | units on a scale | 2 weeks prior to interview |
|
|
|
| 0 |
| 935 |
| 0 |
| 935 |
| 0 |
| 935 |
| EG001 | Usual Care | Usual care for management of chronic opioid therapy patients implemented in Group Health network care settings. | 0 | 653 | 0 | 653 | 0 | 653 |
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| D013568 | Pathological Conditions, Signs and Symptoms |
| D019964 | Mood Disorders |