Chronic Pain
Conditions
Keywords
Chronic pain, Analgesics, Opioid, Cognitive Therapy, Behavior Therapy, Mindfulness, Psychophysiology, Biofeedback, Psychology
Brief summary
Will a primary care-based behavioral intervention for patient activation and engagement and self-management, for patients with chronic pain who are taking opioid pain medication, result in better patient outcomes than Usual Care?
Detailed description
Patients with chronic pain (PWCP) typically have multiple chronic conditions, and many points of contact with the health system. They can feel disempowered, and experience fragmented care and poor outcomes. PWCP report concerns about under-treatment of pain, difficulties in obtaining medication, and stigma. Prescription opioids are a very common, and controversial, pain treatment. PWCP often lack the skills and knowledge to talk to their physicians about their pain and opioid use, and to navigate the health care system. The study's aims compare the effectiveness of an innovative behavioral Patient Activation plus Usual Care (PA+UC) intervention to Usual Care (UC) only on patient-centered outcomes among PWCP. While most studies have focused on chronic opioid users, this takes an upstream approach, focusing on patients as they start regular opioid use. The overarching research question is: Can patients' increased activation improve their quality of life? With our stakeholder group of patient, clinical, and operational advisors, we propose a pragmatic, randomized trial to examine the comparative effectiveness of a group-based PA intervention in two large primary care clinics in Kaiser Permanente Northern California (KPNC). We will randomize 324 PWCP to either the PA+UC arm or UC only arm. The curriculum will cover patient activation and empowerment, how to talk to doctors about prescription opioid use, and self-management of chronic pain, including how to navigate the health care system and a patient portal. We will further develop the study questions, intervention curriculum, outcome measures, and dissemination plan with our stakeholder groups. We will examine effects over 12 months using follow-up patient interviews combined with electronic health records and a mixed effects modeling approach. Patient outcomes include patient-reported activation, quality of life, prescription opioid use, pain severity and function, patient-provider communication, patient satisfaction, knowledge of opioid use risks and benefits, self-care, including use of health information technology, and service utilization.
Interventions
Behavioral based treatment consists of four 90 minute group sessions, one meeting per week. The sessions addressed: empowering patients to take an active role in pain management and overall health; pain management lifestyle practices; use of health information technology resources for active self-care; education on neurobiology of pain and opioids; and improving communication with providers.
Sponsors
Study design
Eligibility
Inclusion criteria
1. Patients aged 18+ who receive primary care at the Kaiser Permanente Santa Clara or San Jose Medical Center study clinic 2. Patients who have been using prescription opioids for pain at least three days per week over the past three months.47,48,60
Exclusion criteria
1. Patients who have any other more serious comorbidity than their pain (e.g., terminal illness, active cancer, high risk for/currently with uncontrolled addictions or severe mental health issues such as psychosis), or impairing ability to engage with interventions 2. Patients who are already treated in pain clinic 3. Patients who are already treated in chemical dependency treatment 4. Patients who do not read and understand English 5. Patients planning to taper or stop taking prescription opioids in next 30 days
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Patient Activation | Baseline and 6 and 12 months post randomization | The Patient Activation Measure (PAM) is a 13-item instrument for measuring patient beliefs, knowledge and confidence for engaging in a wide range of health behaviors.Each item is rated 1-4 (strongly disagree =1 to strongly agree=4) and a total raw score is generated (0-52). Raw scores are converted to activation scores using a published conversion table. PAM scores are reported on a 1-100 scale, with higher scores associated with positive health outcomes such as participation in health care and treatment adherence. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Quality of Life: Mental Health | Baseline and 6 and 12 months post randomization | The PROMIS Global Health score was used to assess general perceptions of health and quality of life. The 10 items that comprise the Quality of Life scale are reported as two dimensions, mental health and physical health. Raw scores for PROMIS Global Mental Health were converted to standardized T-scores using published conversion tables.T-Score distributions are standardized such that a 50 represents the average (mean) for the US general population, and the standard deviation around that mean is 10 points. A high score always represents more of the concept being measured. Thus, a person who has T-score of 60 is one standard deviation better (more healthy) than the general population. |
| Overall Health | Baseline and 6 and 12 months post randomization | The Patient-Reported Outcome Measurement Information System (PROMIS) Global Health instrument is a system of highly reliable, and precise measures of patient-reported outcomes in physical and mental health and social well-being. Measure of overall health is based on a single item/rating: In general, would you say your health is:. Answers are reported on scale 1-5, with 1=poor to 5=excellent. Average raw scores are reported, with higher scores reflecting higher functioning. |
| PHQ-9 Depression | Baseline and 6 and 12 months post randomization | Depression was measured using the Patient Health Questionnaire-9 (PHQ-9), a reliable and well validated instrument. Mean scores are reported in range 0-27, with higher score indicating severity of depression: mild (5-9), moderate (10-14), moderately severe (15-19) and over 20 indicating severe depression. |
| Satisfaction With Care | Baseline and 6 and 12 months post randomization | Satisfaction with primary care provider is reported on a scale from 1-10, where 1 is the worst possible care and 10 is the best possible care. Mean scores are reported, and higher scores indicates more satisfaction with care. |
| Opioid Misuse SOAPP | Baseline and 6 and 12 months post randomization | The Screener and Opioid Assessment for Patients in Pain (SOAPP-5) is a 5 item survey used to identify aberrant behaviors related to long-term opioid treatment. Each item is rated 0 to 4 (with 0=never and 4=very often); ratings are added for all 5 items resulting in a range of possible scores 0-20. A higher score indicates greater risk for patients on long term opioids, and a score of =\> 4 is considered positive. Results reported are the number and % of participants who score =\> 4. |
| Opioid Misuse COMM | Baseline and 6 and 12 months post randomization | The Current Opioid Misuse Measure (COMM) is used to identify aberrant behaviors related to long-term opioid treatment. It is a clinical screening tool for monitoring patients for opioid overuse and misuse in six areas. The COMM contains 17 items with total score range of 0-68, and a score of 9 or greater is considered positive. It uses a low cut off value as it is intended to over-identify misuse. Results reported are the number and % of participants who score =\> 9. |
| Pain Coping | 6 and 12 months post randomization | The 42-item Chronic Pain Coping Inventory (CPCI) is used to assess behavioral and cognitive pain coping strategies. It contains 8 subscales: Guarding, Resting, Asking for Assistance, Relaxation, Task Persistence, Exercising/Stretching, Coping Self-Statements, and Seeking Social Support. For each subscale, patients were asked the number of days (0-7 days) he/she performed each task (4-7 tasks). The mean score for each subscale is reported, with possible range of scores 0-7. The CPCI was developed to assess the behavioral coping strategies that are taught and encouraged during treatment (eg, relaxation, exercising, task persistence), ones that are discouraged (eg, guarding, resting, asking for assistance), and one neutral strategy (seeking social support). Active strategies are defined as adaptive coping responses (eg, staying busy or active), and higher scores are associated with positive coping. |
| Self-Efficacy | Baseline and 6 and 12 months post randomization | Pain Self-Efficacy Questionnaire (PSEQ) is an established 10-item measure of pain self-efficacy that is widely used in clinical settings to assess confidence in one's ability to work and lead a normal life despite pain. Each item is rated on a 7-point scale with 0= not at all confident and 6=extremely confident. A total score is calculated by summing the scores for each of 10 items, yielding max score of 60. A higher score indicates higher self-efficacy. |
| Pain Intensity | Baseline and 6 and 12 months post randomization | Measured with the Patient-Reported Outcome Measurement Information System (PROMIS) Global Health instrument. PROMIS is a system of highly reliable, and precise measures of patient-reported outcomes in physical and mental health and social well-being. Pain intensity is assessed using a single item (How would you rate your pain, on average?). The average raw score is reported on scale 1-10, with 1=no pain to 10= worst imaginable. |
| Function: Everyday Physical Activities | Baseline and 6 and 12 months post randomization | The Patient-Reported Outcome Measurement Information System (PROMIS) Global Health instrument is a system of highly reliable, and precise measures of patient-reported outcomes in physical and mental health and social well-being. This function domain is based on a single item: To what extent are you able to carry out your everyday physical activities such as walking, climbing stairs, carrying groceries, or moving a chair? Answers are reported on scale 1-5, with 1=not at all to 5=completely. Average raw scores are reported, with higher scores reflecting higher functioning. |
| Function: Social Activities and Roles | Baseline and 6 and 12 months post randomization | The Patient-Reported Outcome Measurement Information System (PROMIS) Global Health instrument is a system of highly reliable, and precise measures of patient-reported outcomes in physical and mental health and social well-being. This function domain is based on a single item: In general, please rate how well you carry out your usual social activities and roles. (This includes activities at home, at work and in your community, and responsibilities as a parent, child, spouse, employee, friend, etc.) Answers are reported on scale 1-5, with 1=poor to 5=excellent. Average raw scores are reported, with higher scores reflecting higher functioning. |
| Patient Provider Communication | Baseline and 6 and 12 months post randomization | The Communication Assessment Tool (CAT) measures patients' perceptions of physician performance with regard to communication and interpersonal skills. It is a 14-item instrument that asks respondents to rate their primary primary care physician based on the last couple of visits. The answers are reported using a 5-point rating scale, with 1=poor to 5=excellent. Average scores are reported. |
| Quality of Life: Physical Health | Baseline and 6 and 12 months post randomization | The PROMIS Global Health score was used to assess general perceptions of health and quality of life. The 10 items that comprise the Quality of Life scale are reported as two dimensions, mental health and physical health. Raw scores for PROMIS Global Physical Health were converted to standardized T-scores using published conversion tables.T-Score distributions are standardized such that a 50 represents the average (mean) for the US general population, and the standard deviation around that mean is 10 points. A high score always represents more of the concept being measured. Thus, a person who has T-score of 60 is one standard deviation better (more healthy) than the general population. |
| Health Care Utilization Service Visits (EHR) | Baseline and 6 and 12 months post randomization | Primary care services (number of non-urgent outpatient visits) and acute care services (number of emergency room (ER) visits and inpatient stays) within KPNC as extracted from the electronic health records are reported. Average number of visits are reported for 6 month period prior to baseline, for 3 months prior to 6 month interview, and 6 months prior to 12 month interview. For all three time periods, active membership in Kaiser health plan is required for 4 of 6 months, and 3 of 3 months for the 3-month period used in 6 month analysis. |
| Health Care Utilization Portal Use (EHR) | Baseline and 6 and 12 months post randomization | Use of Kaiser's online portal is extracted from electronic health record. Results are reported as number and % of patients who used the portal during specified time periods: 1) 6 month period prior to baseline, 2) 3 months prior to 6 month interview, and 3) 6 months prior to 12 month interview. For all three time periods, active membership in Kaiser health plan is required for 4 of 6 months, and 3 of 3 months for the 3-month period used in 6 month analysis. |
| Use of Online Health and Wellness Resources (Self-reported) | Baseline and 6 and 12 months post randomization | Use of Kaiser's online portal (kp.org) was reported by participants on questionnaire at baseline, 6 and 12 months. Participants were asked different ways in which portal was used, and if they used kp.org's health and wellness resources (healthy lifestyle programs, wellness coaching, audio podcasts, recipe blogs, tools/calculators, videos). Results reported here are number and % of patients who reported using Kaiser's online health and wellness resources during specified time period (ever at baseline, and past 6 months at 6/12 months). |
| Attendance at Health Education Classes (Self-reported) | Baseline and 6 and 12 months post randomization | Attendance at Kaiser's health education classes was reported by participants on questionnaire at baseline, 6 and 12 months. Results are reported as number and % of patients who attended health education class during specified time period (ever at baseline, and past 6 months at 6/12 months). |
| Prescription Opioid Use (EHR) | Baseline and 6 and 12 months post randomization | Opioid prescription dispensations were extracted from electronic health records and converted into morphine milligram equivalent (MME), by multiplying the quantity of each prescription by the strength of prescription (milligrams of opioid/unit dispensed). The resulting product is then multiplied by the conversion factor for MMEs. We calculated the average daily MME dispensed for the relevant time periods. Results are reported for 3 time periods: 1) 6 months prior to baseline, 2) 3 months prior to 6 month interview, and 3) 6 months prior to 12 month interview. For all 3 time periods, active membership in Kaiser health plan is required for 4 of 6 months, and 3 of 3 months for the 3-month period used in 6 month analysis. |
| Pain Management Strategies- Mindfulness, Meditation and Relaxation | Baseline and 6 and 12 months post randomization | Participants were asked to identify which of the following they were currently using to manage their pain: opioid medication prescribed by a doctor; non-opioid medication prescribed by a doctor; over the counter medication; complementary/alternative medicine; meditation, relaxation, or mindfulness practice; pain classes or therapy; massage or other bodywork; exercise, stretching or physical therapy; or other. Results are reported as number and percent of participants who endorsed mindfulness, meditation and relaxation. Only the outcomes with significant differences between two arms at 6 and/or 12 months are reported. |
| Pain Management Strategies- Exercise, Stretching or Physical Therapy | Baseline and 6 and 12 months post randomization | Participants were asked to identify which of the following they were currently using to manage their pain: opioid medication prescribed by a doctor; non-opioid medication prescribed by a doctor; over the counter medication; complementary/alternative medicine; meditation, relaxation, or mindfulness practice; pain classes or therapy; massage or other bodywork; exercise, stretching or physical therapy; or other. Results are reported as number and percent of participants who endorsed exercise, stretching or physical therapy. Only the outcomes with significant differences between two arms at 6 and/or 12 months are reported. |
| Goals for Opioid Use at Baseline | baseline | Participants were asked at baseline about their long-term goals for using prescription opioids for pain management. Results are presented as number and percent who wanted to stay the same/increase use, and number and percent who wanted to decrease or stop use of prescription opioids. |
| Met Baseline Goals for Opioid Use at 6 and 12 Months | 6 and 12 months post-randomization | Participants were asked at 6 and12 months to what extent they felt they met goals for opioid use stated at baseline. Results are presented as number and percent who reported to a great extent/somewhat, vs. very little/not al all. |
| Substance Use | Baseline and 6 and 12 month post-randomization | Participants were asked about 9 categories of substance use in past 3 months, based on NIDA-modified Alcohol, Smoking and Substance Involvement Screening Test (ASSIST). Results are reported as number and percent for three categories: prescription/street opioids, cannabis and sedatives/sleeping pills. Remaining categories (cocaine, methamphetamines, stimulants, inhalants) were collapsed into other category. |
| Alcohol Use | Baseline and 6 and 12 months post-randomization | The number and percent of participants who report heavy drinking in past 3 months are reported at baseline and 6 and 12 months. Heavy drinking is defined as 5+ drinks per day or 15+ drinks per week for males under age 65, and 4+ drinks per day or 8+ drinks per week for females and males over age 65. |
| Tobacco Use | Baseline and 6 and 12 months post-randomization | Participants were asked how many days they had smoked cigarettes in past 30 days at baseline, 6 and 12 months. Results are reported as number and percent who reported they smoked cigarettes on at least one day in past 30 days. |
| Patient Provider Interactions | Baseline and 6 and 12 months post randomization | The Perceived Efficacy in Patient-Physician Interactions Questionnaire (PEPPI) is used to measure patients' self-efficacy in obtaining medical information and attention to their medical concerns from physicians.Ten questions are measured on a scale from 1 (not at all confident) to 5 (very confident) and the range of possible scores is 10-50. Average scores are reported, with higher score reflecting more confidence in interacting with his/her physician. |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| Patient Activation Group Intervention The experimental procedure is a behavioral based treatment model, structured in the form of four group sessions, one meeting per week plus usual care which is is determined by patients' individual providers, according to practice guidelines related to specific conditions.
Behavioral Based Treatment Model: The experimental procedure is a behavioral based treatment model, structured in the form of four group sessions, one meeting per week. | 189 |
| Usual Care Usual care is determined by patients' individual providers, according to practice guidelines related to specific conditions. | 187 |
| Total | 376 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 |
|---|---|---|---|
| 12 Months | Lost to Follow-up | 16 | 10 |
| 12 Months | Refusal | 0 | 1 |
| 6 Months | deceased (not related to study) | 2 | 0 |
| 6 Months | Lost to Follow-up | 9 | 6 |
| 6 Months | Withdrawal by Subject | 5 | 0 |
Baseline characteristics
| Characteristic | Total | Usual Care | Patient Activation Group Intervention |
|---|---|---|---|
| Age, Continuous | 59.8 years STANDARD_DEVIATION 13.1 | 60.7 years STANDARD_DEVIATION 12.4 | 58.8 years STANDARD_DEVIATION 13.7 |
| Ethnicity (NIH/OMB) Hispanic or Latino | 73 Participants | 37 Participants | 36 Participants |
| Ethnicity (NIH/OMB) Not Hispanic or Latino | 303 Participants | 150 Participants | 153 Participants |
| Ethnicity (NIH/OMB) Unknown or Not Reported | 0 Participants | 0 Participants | 0 Participants |
| Pain intensity | 6.7 units on a scale STANDARD_DEVIATION 1.5 | 6.7 units on a scale STANDARD_DEVIATION 1.6 | 6.7 units on a scale STANDARD_DEVIATION 1.4 |
| Patient Activation Measure | 65.5 units on a scale STANDARD_DEVIATION 15.4 | 65.2 units on a scale STANDARD_DEVIATION 15.9 | 65.8 units on a scale STANDARD_DEVIATION 15 |
| Race (NIH/OMB) American Indian or Alaska Native | 6 Participants | 4 Participants | 2 Participants |
| Race (NIH/OMB) Asian | 9 Participants | 4 Participants | 5 Participants |
| Race (NIH/OMB) Black or African American | 18 Participants | 8 Participants | 10 Participants |
| Race (NIH/OMB) More than one race | 18 Participants | 10 Participants | 8 Participants |
| Race (NIH/OMB) Native Hawaiian or Other Pacific Islander | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Unknown or Not Reported | 45 Participants | 22 Participants | 23 Participants |
| Race (NIH/OMB) White | 280 Participants | 139 Participants | 141 Participants |
| Sex: Female, Male Female | 219 Participants | 105 Participants | 114 Participants |
| Sex: Female, Male Male | 157 Participants | 82 Participants | 75 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk |
|---|---|---|
| deaths Total, all-cause mortality | 2 / 189 | 1 / 187 |
| other Total, other adverse events | 0 / 189 | 0 / 187 |
| serious Total, serious adverse events | 16 / 189 | 26 / 187 |
Outcome results
Patient Activation
The Patient Activation Measure (PAM) is a 13-item instrument for measuring patient beliefs, knowledge and confidence for engaging in a wide range of health behaviors.Each item is rated 1-4 (strongly disagree =1 to strongly agree=4) and a total raw score is generated (0-52). Raw scores are converted to activation scores using a published conversion table. PAM scores are reported on a 1-100 scale, with higher scores associated with positive health outcomes such as participation in health care and treatment adherence.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or were lost to follow up, the number of participants interviewed at 6 months and 12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Patient Activation | baseline | 65.8 units on a scale | Standard Deviation 15 |
| Patient Activation Group Intervention | Patient Activation | 6 months | 67.3 units on a scale | Standard Deviation 13.8 |
| Patient Activation Group Intervention | Patient Activation | 12 months | 67.7 units on a scale | Standard Deviation 14.8 |
| Usual Care | Patient Activation | baseline | 65.2 units on a scale | Standard Deviation 15.9 |
| Usual Care | Patient Activation | 6 months | 67.7 units on a scale | Standard Deviation 14.5 |
| Usual Care | Patient Activation | 12 months | 66.6 units on a scale | Standard Deviation 14 |
Alcohol Use
The number and percent of participants who report heavy drinking in past 3 months are reported at baseline and 6 and 12 months. Heavy drinking is defined as 5+ drinks per day or 15+ drinks per week for males under age 65, and 4+ drinks per day or 8+ drinks per week for females and males over age 65.
Time frame: Baseline and 6 and 12 months post-randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Patient Activation Group Intervention | Alcohol Use | baseline | 11 Participants |
| Patient Activation Group Intervention | Alcohol Use | 12 months | 8 Participants |
| Patient Activation Group Intervention | Alcohol Use | 6 months | 8 Participants |
| Usual Care | Alcohol Use | baseline | 10 Participants |
| Usual Care | Alcohol Use | 12 months | 8 Participants |
| Usual Care | Alcohol Use | 6 months | 9 Participants |
Attendance at Health Education Classes (Self-reported)
Attendance at Kaiser's health education classes was reported by participants on questionnaire at baseline, 6 and 12 months. Results are reported as number and % of patients who attended health education class during specified time period (ever at baseline, and past 6 months at 6/12 months).
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Patient Activation Group Intervention | Attendance at Health Education Classes (Self-reported) | baseline | 113 Participants |
| Patient Activation Group Intervention | Attendance at Health Education Classes (Self-reported) | 6 month | 22 Participants |
| Patient Activation Group Intervention | Attendance at Health Education Classes (Self-reported) | 12 month | 22 Participants |
| Usual Care | Attendance at Health Education Classes (Self-reported) | baseline | 108 Participants |
| Usual Care | Attendance at Health Education Classes (Self-reported) | 6 month | 20 Participants |
| Usual Care | Attendance at Health Education Classes (Self-reported) | 12 month | 18 Participants |
Function: Everyday Physical Activities
The Patient-Reported Outcome Measurement Information System (PROMIS) Global Health instrument is a system of highly reliable, and precise measures of patient-reported outcomes in physical and mental health and social well-being. This function domain is based on a single item: To what extent are you able to carry out your everyday physical activities such as walking, climbing stairs, carrying groceries, or moving a chair? Answers are reported on scale 1-5, with 1=not at all to 5=completely. Average raw scores are reported, with higher scores reflecting higher functioning.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Function: Everyday Physical Activities | 6 month | 3.4 units on a scale | Standard Deviation 1.1 |
| Patient Activation Group Intervention | Function: Everyday Physical Activities | 12 month | 3.6 units on a scale | Standard Deviation 1.1 |
| Patient Activation Group Intervention | Function: Everyday Physical Activities | baseline | 3.4 units on a scale | Standard Deviation 1 |
| Usual Care | Function: Everyday Physical Activities | 6 month | 3.4 units on a scale | Standard Deviation 1.1 |
| Usual Care | Function: Everyday Physical Activities | baseline | 3.3 units on a scale | Standard Deviation 1 |
| Usual Care | Function: Everyday Physical Activities | 12 month | 3.3 units on a scale | Standard Deviation 1.1 |
Function: Social Activities and Roles
The Patient-Reported Outcome Measurement Information System (PROMIS) Global Health instrument is a system of highly reliable, and precise measures of patient-reported outcomes in physical and mental health and social well-being. This function domain is based on a single item: In general, please rate how well you carry out your usual social activities and roles. (This includes activities at home, at work and in your community, and responsibilities as a parent, child, spouse, employee, friend, etc.) Answers are reported on scale 1-5, with 1=poor to 5=excellent. Average raw scores are reported, with higher scores reflecting higher functioning.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Function: Social Activities and Roles | 12 month | 3.3 units on a scale | Standard Deviation 1 |
| Patient Activation Group Intervention | Function: Social Activities and Roles | baseline | 3.3 units on a scale | Standard Deviation 1.1 |
| Patient Activation Group Intervention | Function: Social Activities and Roles | 6 month | 3.3 units on a scale | Standard Deviation 0.9 |
| Usual Care | Function: Social Activities and Roles | 12 month | 3.1 units on a scale | Standard Deviation 0.9 |
| Usual Care | Function: Social Activities and Roles | baseline | 3.1 units on a scale | Standard Deviation 1.1 |
| Usual Care | Function: Social Activities and Roles | 6 month | 3.3 units on a scale | Standard Deviation 1 |
Goals for Opioid Use at Baseline
Participants were asked at baseline about their long-term goals for using prescription opioids for pain management. Results are presented as number and percent who wanted to stay the same/increase use, and number and percent who wanted to decrease or stop use of prescription opioids.
Time frame: baseline
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Patient Activation Group Intervention | Goals for Opioid Use at Baseline | Stay same/increase use | 67 Participants |
| Patient Activation Group Intervention | Goals for Opioid Use at Baseline | Decrease/stop use | 122 Participants |
| Usual Care | Goals for Opioid Use at Baseline | Stay same/increase use | 76 Participants |
| Usual Care | Goals for Opioid Use at Baseline | Decrease/stop use | 111 Participants |
Health Care Utilization Portal Use (EHR)
Use of Kaiser's online portal is extracted from electronic health record. Results are reported as number and % of patients who used the portal during specified time periods: 1) 6 month period prior to baseline, 2) 3 months prior to 6 month interview, and 3) 6 months prior to 12 month interview. For all three time periods, active membership in Kaiser health plan is required for 4 of 6 months, and 3 of 3 months for the 3-month period used in 6 month analysis.
Time frame: Baseline and 6 and 12 months post randomization
Population: EHR data were extracted for all study participants who remained active Kaiser members in the follow-up period, regardless of whether they completed the follow-up surveys or not. Due to incomplete membership in the follow-up period, 13 people were excluded from the 6-month EHR outcomes, and 16 people were excluded from the 12-month EHR outcomes.
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Patient Activation Group Intervention | Health Care Utilization Portal Use (EHR) | baseline | 168 Participants |
| Patient Activation Group Intervention | Health Care Utilization Portal Use (EHR) | 6 month | 164 Participants |
| Patient Activation Group Intervention | Health Care Utilization Portal Use (EHR) | 12 month | 160 Participants |
| Usual Care | Health Care Utilization Portal Use (EHR) | baseline | 157 Participants |
| Usual Care | Health Care Utilization Portal Use (EHR) | 6 month | 152 Participants |
| Usual Care | Health Care Utilization Portal Use (EHR) | 12 month | 156 Participants |
Health Care Utilization Service Visits (EHR)
Primary care services (number of non-urgent outpatient visits) and acute care services (number of emergency room (ER) visits and inpatient stays) within KPNC as extracted from the electronic health records are reported. Average number of visits are reported for 6 month period prior to baseline, for 3 months prior to 6 month interview, and 6 months prior to 12 month interview. For all three time periods, active membership in Kaiser health plan is required for 4 of 6 months, and 3 of 3 months for the 3-month period used in 6 month analysis.
Time frame: Baseline and 6 and 12 months post randomization
Population: EHR data were extracted for all study participants who remained active Kaiser members in the follow-up period, regardless of whether they completed the follow-up surveys or not. Due to incomplete membership in the follow-up period, 13 people were excluded from the 6-month EHR outcomes, and 16 people were excluded from the 12-month EHR outcomes.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Health Care Utilization Service Visits (EHR) | baseline primary care visits | 2.9 visits | Standard Deviation 3.3 |
| Patient Activation Group Intervention | Health Care Utilization Service Visits (EHR) | baseline ER visits | 0.4 visits | Standard Deviation 0.7 |
| Patient Activation Group Intervention | Health Care Utilization Service Visits (EHR) | 6 month ER visits | 0.1 visits | Standard Deviation 0.4 |
| Patient Activation Group Intervention | Health Care Utilization Service Visits (EHR) | 12 month ER visits | 0.3 visits | Standard Deviation 0.8 |
| Patient Activation Group Intervention | Health Care Utilization Service Visits (EHR) | baseline Inpatient stays | 0.1 visits | Standard Deviation 0.4 |
| Patient Activation Group Intervention | Health Care Utilization Service Visits (EHR) | 6 month Inpatient stays | 0.0 visits | Standard Deviation 0.3 |
| Patient Activation Group Intervention | Health Care Utilization Service Visits (EHR) | 12 month Inpatient stays | 0.1 visits | Standard Deviation 0.3 |
| Patient Activation Group Intervention | Health Care Utilization Service Visits (EHR) | 6 month primary care visits | 1.2 visits | Standard Deviation 1.6 |
| Patient Activation Group Intervention | Health Care Utilization Service Visits (EHR) | 12 month primary care visits | 2.9 visits | Standard Deviation 3 |
| Usual Care | Health Care Utilization Service Visits (EHR) | 6 month primary care visits | 1.2 visits | Standard Deviation 1.5 |
| Usual Care | Health Care Utilization Service Visits (EHR) | 6 month Inpatient stays | 0.0 visits | Standard Deviation 0.2 |
| Usual Care | Health Care Utilization Service Visits (EHR) | baseline ER visits | 0.5 visits | Standard Deviation 1.9 |
| Usual Care | Health Care Utilization Service Visits (EHR) | 12 month Inpatient stays | 0.1 visits | Standard Deviation 0.3 |
| Usual Care | Health Care Utilization Service Visits (EHR) | 6 month ER visits | 0.2 visits | Standard Deviation 0.5 |
| Usual Care | Health Care Utilization Service Visits (EHR) | baseline primary care visits | 2.7 visits | Standard Deviation 2.5 |
| Usual Care | Health Care Utilization Service Visits (EHR) | 12 month ER visits | 0.3 visits | Standard Deviation 0.9 |
| Usual Care | Health Care Utilization Service Visits (EHR) | 12 month primary care visits | 2.7 visits | Standard Deviation 3.5 |
| Usual Care | Health Care Utilization Service Visits (EHR) | baseline Inpatient stays | 0.2 visits | Standard Deviation 0.5 |
Met Baseline Goals for Opioid Use at 6 and 12 Months
Participants were asked at 6 and12 months to what extent they felt they met goals for opioid use stated at baseline. Results are presented as number and percent who reported to a great extent/somewhat, vs. very little/not al all.
Time frame: 6 and 12 months post-randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Category | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|---|
| Patient Activation Group Intervention | Met Baseline Goals for Opioid Use at 6 and 12 Months | 6 months | To a great extent/somewhat | 131 Participants |
| Patient Activation Group Intervention | Met Baseline Goals for Opioid Use at 6 and 12 Months | 6 months | Very little/not at all | 42 Participants |
| Patient Activation Group Intervention | Met Baseline Goals for Opioid Use at 6 and 12 Months | 6 months | missing | 0 Participants |
| Patient Activation Group Intervention | Met Baseline Goals for Opioid Use at 6 and 12 Months | 12 months | To a great extent/somewhat | 131 Participants |
| Patient Activation Group Intervention | Met Baseline Goals for Opioid Use at 6 and 12 Months | 12 months | Very little/not at all | 35 Participants |
| Patient Activation Group Intervention | Met Baseline Goals for Opioid Use at 6 and 12 Months | 12 months | missing | 0 Participants |
| Usual Care | Met Baseline Goals for Opioid Use at 6 and 12 Months | 12 months | Very little/not at all | 45 Participants |
| Usual Care | Met Baseline Goals for Opioid Use at 6 and 12 Months | 6 months | To a great extent/somewhat | 132 Participants |
| Usual Care | Met Baseline Goals for Opioid Use at 6 and 12 Months | 12 months | To a great extent/somewhat | 127 Participants |
| Usual Care | Met Baseline Goals for Opioid Use at 6 and 12 Months | 6 months | Very little/not at all | 49 Participants |
| Usual Care | Met Baseline Goals for Opioid Use at 6 and 12 Months | 12 months | missing | 4 Participants |
| Usual Care | Met Baseline Goals for Opioid Use at 6 and 12 Months | 6 months | missing | 0 Participants |
Opioid Misuse COMM
The Current Opioid Misuse Measure (COMM) is used to identify aberrant behaviors related to long-term opioid treatment. It is a clinical screening tool for monitoring patients for opioid overuse and misuse in six areas. The COMM contains 17 items with total score range of 0-68, and a score of 9 or greater is considered positive. It uses a low cut off value as it is intended to over-identify misuse. Results reported are the number and % of participants who score =\> 9.
Time frame: Baseline and 6 and 12 months post randomization
Population: The numbers at 6/12 months are lower than at baseline due to lost to follow up/withdrawals. In addition, the denominators for 6/12 month COMM are lower than other outcomes because questions were ONLY asked if participants took opioids at 6/12 (therefore, 36 excluded at 6 months, n=19 INT, n=17 UC, and 44 excluded at 12 months, n=25 INT, n=19 UC).
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Patient Activation Group Intervention | Opioid Misuse COMM | 6 months | 22 Participants |
| Patient Activation Group Intervention | Opioid Misuse COMM | 12 months | 14 Participants |
| Patient Activation Group Intervention | Opioid Misuse COMM | baseline | 57 Participants |
| Usual Care | Opioid Misuse COMM | baseline | 68 Participants |
| Usual Care | Opioid Misuse COMM | 6 months | 25 Participants |
| Usual Care | Opioid Misuse COMM | 12 months | 22 Participants |
Opioid Misuse SOAPP
The Screener and Opioid Assessment for Patients in Pain (SOAPP-5) is a 5 item survey used to identify aberrant behaviors related to long-term opioid treatment. Each item is rated 0 to 4 (with 0=never and 4=very often); ratings are added for all 5 items resulting in a range of possible scores 0-20. A higher score indicates greater risk for patients on long term opioids, and a score of =\> 4 is considered positive. Results reported are the number and % of participants who score =\> 4.
Time frame: Baseline and 6 and 12 months post randomization
Population: The numbers at 6/12 months are lower than at baseline due to lost to follow up/withdrawals. In addition, the denominators for 6/12 month SOAPP are lower than other outcomes because questions were ONLY asked if participants took opioids at 6/12 (therefore, 36 excluded at 6 months, n=19 INT, n=17 UC, and 44 excluded at 12 months, n=25 INT, n=19 UC).
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Patient Activation Group Intervention | Opioid Misuse SOAPP | baseline | 48 Participants |
| Patient Activation Group Intervention | Opioid Misuse SOAPP | 6 months | 28 Participants |
| Patient Activation Group Intervention | Opioid Misuse SOAPP | 12 months | 25 Participants |
| Usual Care | Opioid Misuse SOAPP | 12 months | 23 Participants |
| Usual Care | Opioid Misuse SOAPP | baseline | 59 Participants |
| Usual Care | Opioid Misuse SOAPP | 6 months | 28 Participants |
Overall Health
The Patient-Reported Outcome Measurement Information System (PROMIS) Global Health instrument is a system of highly reliable, and precise measures of patient-reported outcomes in physical and mental health and social well-being. Measure of overall health is based on a single item/rating: In general, would you say your health is:. Answers are reported on scale 1-5, with 1=poor to 5=excellent. Average raw scores are reported, with higher scores reflecting higher functioning.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Overall Health | baseline | 2.7 units on a scale | Standard Deviation 0.9 |
| Patient Activation Group Intervention | Overall Health | 6 month | 2.8 units on a scale | Standard Deviation 0.9 |
| Patient Activation Group Intervention | Overall Health | 12 month | 2.7 units on a scale | Standard Deviation 0.9 |
| Usual Care | Overall Health | baseline | 2.6 units on a scale | Standard Deviation 0.9 |
| Usual Care | Overall Health | 6 month | 2.5 units on a scale | Standard Deviation 0.9 |
| Usual Care | Overall Health | 12 month | 2.4 units on a scale | Standard Deviation 0.9 |
Pain Coping
The 42-item Chronic Pain Coping Inventory (CPCI) is used to assess behavioral and cognitive pain coping strategies. It contains 8 subscales: Guarding, Resting, Asking for Assistance, Relaxation, Task Persistence, Exercising/Stretching, Coping Self-Statements, and Seeking Social Support. For each subscale, patients were asked the number of days (0-7 days) he/she performed each task (4-7 tasks). The mean score for each subscale is reported, with possible range of scores 0-7. The CPCI was developed to assess the behavioral coping strategies that are taught and encouraged during treatment (eg, relaxation, exercising, task persistence), ones that are discouraged (eg, guarding, resting, asking for assistance), and one neutral strategy (seeking social support). Active strategies are defined as adaptive coping responses (eg, staying busy or active), and higher scores are associated with positive coping.
Time frame: 6 and 12 months post randomization
Population: For brevity purposes, the baseline values are not included in the table (n=189 intervention and n=187usual care). There were 354 participants included in the 6 mo analysis (n=173 intervention and n=181 usual care) and 342 participants in 12 mo analysis (n=166 intervention and n=176 usual care).
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Pain Coping | 12 month Resting | 3.8 units on a scale | Standard Deviation 1.7 |
| Patient Activation Group Intervention | Pain Coping | 6 month Task persistence | 4.8 units on a scale | Standard Deviation 1.8 |
| Patient Activation Group Intervention | Pain Coping | 12 month Guarding | 3.4 units on a scale | Standard Deviation 2 |
| Patient Activation Group Intervention | Pain Coping | 12 month Task persistence | 4.9 units on a scale | Standard Deviation 1.8 |
| Patient Activation Group Intervention | Pain Coping | 6 month Asking for assistance | 2.5 units on a scale | Standard Deviation 2.2 |
| Patient Activation Group Intervention | Pain Coping | 6 month Exercise/stretching | 3.2 units on a scale | Standard Deviation 1.9 |
| Patient Activation Group Intervention | Pain Coping | 6 month Coping self-statements | 4.5 units on a scale | Standard Deviation 2 |
| Patient Activation Group Intervention | Pain Coping | 12 month Exercise/stretching | 3.3 units on a scale | Standard Deviation 2.1 |
| Patient Activation Group Intervention | Pain Coping | 6 month Resting | 4.3 units on a scale | Standard Deviation 1.8 |
| Patient Activation Group Intervention | Pain Coping | 6 month Seeking social support | 2.9 units on a scale | Standard Deviation 2.1 |
| Patient Activation Group Intervention | Pain Coping | 6 month Relaxation | 3.0 units on a scale | Standard Deviation 1.8 |
| Patient Activation Group Intervention | Pain Coping | 12 month Seeking social support | 3.0 units on a scale | Standard Deviation 2.1 |
| Patient Activation Group Intervention | Pain Coping | 12 month Asking for assistance | 2.5 units on a scale | Standard Deviation 2.3 |
| Patient Activation Group Intervention | Pain Coping | 12 month Relaxation | 2.9 units on a scale | Standard Deviation 2 |
| Patient Activation Group Intervention | Pain Coping | 12 month Coping self-statements | 4.5 units on a scale | Standard Deviation 2.1 |
| Patient Activation Group Intervention | Pain Coping | 6 month Guarding | 3.6 units on a scale | Standard Deviation 1.9 |
| Usual Care | Pain Coping | 12 month Coping self-statements | 4.4 units on a scale | Standard Deviation 2.1 |
| Usual Care | Pain Coping | 6 month Guarding | 3.7 units on a scale | Standard Deviation 1.8 |
| Usual Care | Pain Coping | 12 month Guarding | 3.6 units on a scale | Standard Deviation 2 |
| Usual Care | Pain Coping | 6 month Resting | 3.9 units on a scale | Standard Deviation 2 |
| Usual Care | Pain Coping | 12 month Resting | 3.8 units on a scale | Standard Deviation 2 |
| Usual Care | Pain Coping | 6 month Asking for assistance | 2.7 units on a scale | Standard Deviation 2.3 |
| Usual Care | Pain Coping | 12 month Asking for assistance | 2.5 units on a scale | Standard Deviation 2.4 |
| Usual Care | Pain Coping | 6 month Relaxation | 2.5 units on a scale | Standard Deviation 2 |
| Usual Care | Pain Coping | 12 month Relaxation | 2.3 units on a scale | Standard Deviation 1.9 |
| Usual Care | Pain Coping | 6 month Task persistence | 4.7 units on a scale | Standard Deviation 1.7 |
| Usual Care | Pain Coping | 12 month Task persistence | 4.7 units on a scale | Standard Deviation 1.8 |
| Usual Care | Pain Coping | 6 month Exercise/stretching | 3.1 units on a scale | Standard Deviation 2 |
| Usual Care | Pain Coping | 12 month Exercise/stretching | 2.8 units on a scale | Standard Deviation 2 |
| Usual Care | Pain Coping | 6 month Seeking social support | 2.8 units on a scale | Standard Deviation 2.1 |
| Usual Care | Pain Coping | 12 month Seeking social support | 2.8 units on a scale | Standard Deviation 2.2 |
| Usual Care | Pain Coping | 6 month Coping self-statements | 4.4 units on a scale | Standard Deviation 2.1 |
Pain Intensity
Measured with the Patient-Reported Outcome Measurement Information System (PROMIS) Global Health instrument. PROMIS is a system of highly reliable, and precise measures of patient-reported outcomes in physical and mental health and social well-being. Pain intensity is assessed using a single item (How would you rate your pain, on average?). The average raw score is reported on scale 1-10, with 1=no pain to 10= worst imaginable.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Pain Intensity | 6 month | 5.9 units on a scale | Standard Deviation 1.8 |
| Patient Activation Group Intervention | Pain Intensity | 12 month | 5.8 units on a scale | Standard Deviation 2.1 |
| Patient Activation Group Intervention | Pain Intensity | baseline | 6.7 units on a scale | Standard Deviation 1.4 |
| Usual Care | Pain Intensity | 6 month | 5.9 units on a scale | Standard Deviation 1.9 |
| Usual Care | Pain Intensity | 12 month | 6.1 units on a scale | Standard Deviation 1.7 |
| Usual Care | Pain Intensity | baseline | 6.7 units on a scale | Standard Deviation 1.6 |
Pain Management Strategies- Exercise, Stretching or Physical Therapy
Participants were asked to identify which of the following they were currently using to manage their pain: opioid medication prescribed by a doctor; non-opioid medication prescribed by a doctor; over the counter medication; complementary/alternative medicine; meditation, relaxation, or mindfulness practice; pain classes or therapy; massage or other bodywork; exercise, stretching or physical therapy; or other. Results are reported as number and percent of participants who endorsed exercise, stretching or physical therapy. Only the outcomes with significant differences between two arms at 6 and/or 12 months are reported.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Patient Activation Group Intervention | Pain Management Strategies- Exercise, Stretching or Physical Therapy | Baseline | 108 Participants |
| Patient Activation Group Intervention | Pain Management Strategies- Exercise, Stretching or Physical Therapy | 12 months | 127 Participants |
| Patient Activation Group Intervention | Pain Management Strategies- Exercise, Stretching or Physical Therapy | 6 months | 120 Participants |
| Usual Care | Pain Management Strategies- Exercise, Stretching or Physical Therapy | 6 months | 123 Participants |
| Usual Care | Pain Management Strategies- Exercise, Stretching or Physical Therapy | 12 months | 100 Participants |
| Usual Care | Pain Management Strategies- Exercise, Stretching or Physical Therapy | Baseline | 95 Participants |
Pain Management Strategies- Mindfulness, Meditation and Relaxation
Participants were asked to identify which of the following they were currently using to manage their pain: opioid medication prescribed by a doctor; non-opioid medication prescribed by a doctor; over the counter medication; complementary/alternative medicine; meditation, relaxation, or mindfulness practice; pain classes or therapy; massage or other bodywork; exercise, stretching or physical therapy; or other. Results are reported as number and percent of participants who endorsed mindfulness, meditation and relaxation. Only the outcomes with significant differences between two arms at 6 and/or 12 months are reported.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Patient Activation Group Intervention | Pain Management Strategies- Mindfulness, Meditation and Relaxation | 12 months | 61 Participants |
| Patient Activation Group Intervention | Pain Management Strategies- Mindfulness, Meditation and Relaxation | Baseline | 64 Participants |
| Patient Activation Group Intervention | Pain Management Strategies- Mindfulness, Meditation and Relaxation | 6 months | 75 Participants |
| Usual Care | Pain Management Strategies- Mindfulness, Meditation and Relaxation | 12 months | 34 Participants |
| Usual Care | Pain Management Strategies- Mindfulness, Meditation and Relaxation | Baseline | 50 Participants |
| Usual Care | Pain Management Strategies- Mindfulness, Meditation and Relaxation | 6 months | 45 Participants |
Patient Provider Communication
The Communication Assessment Tool (CAT) measures patients' perceptions of physician performance with regard to communication and interpersonal skills. It is a 14-item instrument that asks respondents to rate their primary primary care physician based on the last couple of visits. The answers are reported using a 5-point rating scale, with 1=poor to 5=excellent. Average scores are reported.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Patient Provider Communication | baseline | 4.3 units on a scale | Standard Deviation 0.8 |
| Patient Activation Group Intervention | Patient Provider Communication | 6 month | 4.2 units on a scale | Standard Deviation 1 |
| Patient Activation Group Intervention | Patient Provider Communication | 12 month | 4.3 units on a scale | Standard Deviation 1 |
| Usual Care | Patient Provider Communication | 6 month | 4.2 units on a scale | Standard Deviation 1 |
| Usual Care | Patient Provider Communication | baseline | 4.2 units on a scale | Standard Deviation 0.9 |
| Usual Care | Patient Provider Communication | 12 month | 4.2 units on a scale | Standard Deviation 1 |
Patient Provider Interactions
The Perceived Efficacy in Patient-Physician Interactions Questionnaire (PEPPI) is used to measure patients' self-efficacy in obtaining medical information and attention to their medical concerns from physicians.Ten questions are measured on a scale from 1 (not at all confident) to 5 (very confident) and the range of possible scores is 10-50. Average scores are reported, with higher score reflecting more confidence in interacting with his/her physician.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Patient Provider Interactions | baseline | 43.4 units on a scale | Standard Deviation 7.8 |
| Patient Activation Group Intervention | Patient Provider Interactions | 6 month | 44.9 units on a scale | Standard Deviation 6.6 |
| Patient Activation Group Intervention | Patient Provider Interactions | 12 month | 45.6 units on a scale | Standard Deviation 6.8 |
| Usual Care | Patient Provider Interactions | baseline | 43.3 units on a scale | Standard Deviation 7.9 |
| Usual Care | Patient Provider Interactions | 6 month | 44.7 units on a scale | Standard Deviation 6.9 |
| Usual Care | Patient Provider Interactions | 12 month | 45.9 units on a scale | Standard Deviation 5.6 |
PHQ-9 Depression
Depression was measured using the Patient Health Questionnaire-9 (PHQ-9), a reliable and well validated instrument. Mean scores are reported in range 0-27, with higher score indicating severity of depression: mild (5-9), moderate (10-14), moderately severe (15-19) and over 20 indicating severe depression.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or were lost to follow up, the number of participants interviewed at 6 months and 12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | PHQ-9 Depression | 6 month | 5.6 score | Standard Deviation 5.1 |
| Patient Activation Group Intervention | PHQ-9 Depression | baseline | 6.7 score | Standard Deviation 5.3 |
| Patient Activation Group Intervention | PHQ-9 Depression | 12 month | 5.5 score | Standard Deviation 4.8 |
| Usual Care | PHQ-9 Depression | 6 month | 6.2 score | Standard Deviation 5.6 |
| Usual Care | PHQ-9 Depression | baseline | 7.0 score | Standard Deviation 5.3 |
| Usual Care | PHQ-9 Depression | 12 month | 6.2 score | Standard Deviation 4.7 |
Prescription Opioid Use (EHR)
Opioid prescription dispensations were extracted from electronic health records and converted into morphine milligram equivalent (MME), by multiplying the quantity of each prescription by the strength of prescription (milligrams of opioid/unit dispensed). The resulting product is then multiplied by the conversion factor for MMEs. We calculated the average daily MME dispensed for the relevant time periods. Results are reported for 3 time periods: 1) 6 months prior to baseline, 2) 3 months prior to 6 month interview, and 3) 6 months prior to 12 month interview. For all 3 time periods, active membership in Kaiser health plan is required for 4 of 6 months, and 3 of 3 months for the 3-month period used in 6 month analysis.
Time frame: Baseline and 6 and 12 months post randomization
Population: EHR data were extracted for all study participants who remained active Kaiser members in the follow-up period, regardless of whether they completed the follow-up surveys or not. Due to incomplete membership in the follow-up period, 13 people were excluded from the 6-month EHR outcomes, and 16 people were excluded from the 12-month EHR outcomes.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Prescription Opioid Use (EHR) | Baseline | 35.8 MME | Standard Deviation 68.9 |
| Patient Activation Group Intervention | Prescription Opioid Use (EHR) | 6 months | 30.4 MME | Standard Deviation 64.3 |
| Patient Activation Group Intervention | Prescription Opioid Use (EHR) | 12 months | 28.0 MME | Standard Deviation 70.7 |
| Usual Care | Prescription Opioid Use (EHR) | Baseline | 32.1 MME | Standard Deviation 43.8 |
| Usual Care | Prescription Opioid Use (EHR) | 6 months | 28.2 MME | Standard Deviation 35.5 |
| Usual Care | Prescription Opioid Use (EHR) | 12 months | 25.3 MME | Standard Deviation 32.9 |
Quality of Life: Mental Health
The PROMIS Global Health score was used to assess general perceptions of health and quality of life. The 10 items that comprise the Quality of Life scale are reported as two dimensions, mental health and physical health. Raw scores for PROMIS Global Mental Health were converted to standardized T-scores using published conversion tables.T-Score distributions are standardized such that a 50 represents the average (mean) for the US general population, and the standard deviation around that mean is 10 points. A high score always represents more of the concept being measured. Thus, a person who has T-score of 60 is one standard deviation better (more healthy) than the general population.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or were lost to follow up, the number of participants interviewed at 6 months and 12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Quality of Life: Mental Health | baseline | 45.8 T score | Standard Deviation 9.4 |
| Patient Activation Group Intervention | Quality of Life: Mental Health | 6 month | 47.4 T score | Standard Deviation 8.1 |
| Patient Activation Group Intervention | Quality of Life: Mental Health | 12 month | 47.8 T score | Standard Deviation 8 |
| Usual Care | Quality of Life: Mental Health | baseline | 45.1 T score | Standard Deviation 8.3 |
| Usual Care | Quality of Life: Mental Health | 6 month | 46.9 T score | Standard Deviation 8.3 |
| Usual Care | Quality of Life: Mental Health | 12 month | 46.2 T score | Standard Deviation 7.8 |
Quality of Life: Physical Health
The PROMIS Global Health score was used to assess general perceptions of health and quality of life. The 10 items that comprise the Quality of Life scale are reported as two dimensions, mental health and physical health. Raw scores for PROMIS Global Physical Health were converted to standardized T-scores using published conversion tables.T-Score distributions are standardized such that a 50 represents the average (mean) for the US general population, and the standard deviation around that mean is 10 points. A high score always represents more of the concept being measured. Thus, a person who has T-score of 60 is one standard deviation better (more healthy) than the general population.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or were lost to follow up, the number of participants interviewed at 6 months and 12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Quality of Life: Physical Health | 6 month | 40.2 T score | Standard Deviation 6.7 |
| Patient Activation Group Intervention | Quality of Life: Physical Health | baseline | 38.3 T score | Standard Deviation 6.3 |
| Patient Activation Group Intervention | Quality of Life: Physical Health | 12 month | 40.9 T score | Standard Deviation 7.6 |
| Usual Care | Quality of Life: Physical Health | baseline | 38.2 T score | Standard Deviation 6.1 |
| Usual Care | Quality of Life: Physical Health | 12 month | 39.0 T score | Standard Deviation 6.3 |
| Usual Care | Quality of Life: Physical Health | 6 month | 39.9 T score | Standard Deviation 7 |
Satisfaction With Care
Satisfaction with primary care provider is reported on a scale from 1-10, where 1 is the worst possible care and 10 is the best possible care. Mean scores are reported, and higher scores indicates more satisfaction with care.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or were lost to follow up, the number of participants interviewed at 6 months and 12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Satisfaction With Care | baseline | 8.6 units on a scale | Standard Deviation 1.8 |
| Patient Activation Group Intervention | Satisfaction With Care | 6 month | 8.5 units on a scale | Standard Deviation 1.8 |
| Patient Activation Group Intervention | Satisfaction With Care | 12 month | 8.7 units on a scale | Standard Deviation 1.7 |
| Usual Care | Satisfaction With Care | baseline | 8.6 units on a scale | Standard Deviation 1.7 |
| Usual Care | Satisfaction With Care | 6 month | 8.6 units on a scale | Standard Deviation 1.8 |
| Usual Care | Satisfaction With Care | 12 month | 8.5 units on a scale | Standard Deviation 1.8 |
Self-Efficacy
Pain Self-Efficacy Questionnaire (PSEQ) is an established 10-item measure of pain self-efficacy that is widely used in clinical settings to assess confidence in one's ability to work and lead a normal life despite pain. Each item is rated on a 7-point scale with 0= not at all confident and 6=extremely confident. A total score is calculated by summing the scores for each of 10 items, yielding max score of 60. A higher score indicates higher self-efficacy.
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Patient Activation Group Intervention | Self-Efficacy | baseline | 34.1 units on a scale | Standard Deviation 13.3 |
| Patient Activation Group Intervention | Self-Efficacy | 6 months | 40.2 units on a scale | Standard Deviation 12.6 |
| Patient Activation Group Intervention | Self-Efficacy | 12 months | 42.3 units on a scale | Standard Deviation 11.8 |
| Usual Care | Self-Efficacy | baseline | 35.7 units on a scale | Standard Deviation 13.4 |
| Usual Care | Self-Efficacy | 6 months | 39.6 units on a scale | Standard Deviation 13.1 |
| Usual Care | Self-Efficacy | 12 months | 40.0 units on a scale | Standard Deviation 11.7 |
Substance Use
Participants were asked about 9 categories of substance use in past 3 months, based on NIDA-modified Alcohol, Smoking and Substance Involvement Screening Test (ASSIST). Results are reported as number and percent for three categories: prescription/street opioids, cannabis and sedatives/sleeping pills. Remaining categories (cocaine, methamphetamines, stimulants, inhalants) were collapsed into other category.
Time frame: Baseline and 6 and 12 month post-randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline. Categories do not add up to number analyzed because answer were check all that apply and multiple answers per respondent were allowed.
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| Patient Activation Group Intervention | Substance Use | Baseline substance use : Other | 11 participants who used given substance |
| Patient Activation Group Intervention | Substance Use | 12 month substance use : Opioids | 132 participants who used given substance |
| Patient Activation Group Intervention | Substance Use | 6 month substance use : Sedatives/sleeping pills | 35 participants who used given substance |
| Patient Activation Group Intervention | Substance Use | 12 month substance use : Other | 6 participants who used given substance |
| Patient Activation Group Intervention | Substance Use | Baseline substance use : Sedatives/sleeping pills | 53 participants who used given substance |
| Patient Activation Group Intervention | Substance Use | Baseline substance use : Cannabis | 23 participants who used given substance |
| Patient Activation Group Intervention | Substance Use | Baseline substance use : Opioids | 160 participants who used given substance |
| Patient Activation Group Intervention | Substance Use | 6 month substance use : Opioids | 135 participants who used given substance |
| Patient Activation Group Intervention | Substance Use | 6 month substance use : Other | 3 participants who used given substance |
| Patient Activation Group Intervention | Substance Use | 6 month substance use : Cannabis | 19 participants who used given substance |
| Patient Activation Group Intervention | Substance Use | 12 month substance use : Cannabis | 22 participants who used given substance |
| Patient Activation Group Intervention | Substance Use | 12 month substance use : Sedatives/sleeping pills | 51 participants who used given substance |
| Usual Care | Substance Use | 12 month substance use : Cannabis | 17 participants who used given substance |
| Usual Care | Substance Use | Baseline substance use : Sedatives/sleeping pills | 51 participants who used given substance |
| Usual Care | Substance Use | Baseline substance use : Other | 10 participants who used given substance |
| Usual Care | Substance Use | 6 month substance use : Cannabis | 20 participants who used given substance |
| Usual Care | Substance Use | 6 month substance use : Sedatives/sleeping pills | 35 participants who used given substance |
| Usual Care | Substance Use | 6 month substance use : Opioids | 147 participants who used given substance |
| Usual Care | Substance Use | 12 month substance use : Sedatives/sleeping pills | 43 participants who used given substance |
| Usual Care | Substance Use | 12 month substance use : Opioids | 147 participants who used given substance |
| Usual Care | Substance Use | 12 month substance use : Other | 2 participants who used given substance |
| Usual Care | Substance Use | Baseline substance use : Opioids | 173 participants who used given substance |
| Usual Care | Substance Use | 6 month substance use : Other | 1 participants who used given substance |
| Usual Care | Substance Use | Baseline substance use : Cannabis | 29 participants who used given substance |
Tobacco Use
Participants were asked how many days they had smoked cigarettes in past 30 days at baseline, 6 and 12 months. Results are reported as number and percent who reported they smoked cigarettes on at least one day in past 30 days.
Time frame: Baseline and 6 and 12 months post-randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Patient Activation Group Intervention | Tobacco Use | Baseline | 26 Participants |
| Patient Activation Group Intervention | Tobacco Use | 6 months | 17 Participants |
| Patient Activation Group Intervention | Tobacco Use | 12 months | 15 Participants |
| Usual Care | Tobacco Use | Baseline | 27 Participants |
| Usual Care | Tobacco Use | 6 months | 24 Participants |
| Usual Care | Tobacco Use | 12 months | 18 Participants |
Use of Online Health and Wellness Resources (Self-reported)
Use of Kaiser's online portal (kp.org) was reported by participants on questionnaire at baseline, 6 and 12 months. Participants were asked different ways in which portal was used, and if they used kp.org's health and wellness resources (healthy lifestyle programs, wellness coaching, audio podcasts, recipe blogs, tools/calculators, videos). Results reported here are number and % of patients who reported using Kaiser's online health and wellness resources during specified time period (ever at baseline, and past 6 months at 6/12 months).
Time frame: Baseline and 6 and 12 months post randomization
Population: Due to the small number of participants who withdrew, or lost to follow up, the number of participants interviewed at 6/12 months is lower than number at baseline.
| Arm | Measure | Group | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|---|
| Patient Activation Group Intervention | Use of Online Health and Wellness Resources (Self-reported) | baseline | 47 Participants |
| Patient Activation Group Intervention | Use of Online Health and Wellness Resources (Self-reported) | 6 month | 68 Participants |
| Patient Activation Group Intervention | Use of Online Health and Wellness Resources (Self-reported) | 12 month | 76 Participants |
| Usual Care | Use of Online Health and Wellness Resources (Self-reported) | baseline | 42 Participants |
| Usual Care | Use of Online Health and Wellness Resources (Self-reported) | 12 month | 50 Participants |
| Usual Care | Use of Online Health and Wellness Resources (Self-reported) | 6 month | 50 Participants |