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integrationacademy.ahrq.gov/products/playbooks/behavioral-health-and-primary-care/implementing-plan/collect-and-use-data-quality-improvement
August 01, 2025 - collect and use data. … What data do you want to collect? … After reviewing the data your practice has readily available, look for any gaps or data needs. … The next step is to map your data needs to available tools or other data sources. … Considerations
Other data considerations include data storage and security.
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integrationacademy.ahrq.gov/news-and-events/news/alarming-trends-substance-use-related-health-outcomes-what-can-primary-care
July 10, 2023 - Date
07/10/23
Key trends are emerging from the latest surveillance data on substance use outcomes … in the United States, including data from the Substance Abuse and Mental Health Services Administration … (See the CDC 2022 Provisional Drug Overdose Data .) … To review additional research and data on these topics, see: Centers for Disease Control and Prevention … - Provisional Data Shows U.S.
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integrationacademy.ahrq.gov/products/playbooks/opioid-use-disorder/monitor-patient-and-program-progress
June 01, 2022 - Monitor Patient and Program Progress
Systematically collecting and analyzing data … Monitoring trends in the data can be useful at both the patient and program levels to demonstrate progress … Prevention and Response to Recurrence of Use
Overdose Risk
Collecting and Using Data … Prevention and Response to Recurrence of Use
Overdose Risk
Collecting & Using Data
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integrationacademy.ahrq.gov/news-and-events/calendar/event/23301
January 01, 2013 - Archive
Clinical Quality In Behavioral Health: Driving Impact Through Data
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integrationacademy.ahrq.gov/news-and-events/news/us-overdose-deaths-drop-significantly
September 23, 2024 - and Prevention (CDC) recently updated their Provisional Drug Overdose Death Counts to include new data … Update (March 2025) : Newly released provisional CDC data indicates that deaths due to drug overdose
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integrationacademy.ahrq.gov/products/playbooks/opioid-use-disorder/monitor-patient-and-program-progress/tracking-patient-outcomes
February 01, 2024 - care refers to the use of standardized measures to assess progress, identify problems, and use patient data … By actively reviewing the registry or tracking tool, the team can use data at both the individual patient … MAT programs will also need a systematic process to help collect, store, and analyze patient data to … capabilities with their EHR and will need to use spreadsheets to track patient measures and analyze data … Prevention and Response to Recurrence of Use
Overdose Risk
Collecting & Using Data
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integrationacademy.ahrq.gov/products/playbooks/opioid-use-disorder/monitor-patient-and-program-progress/approaches-quality-improvement
April 01, 2024 - Data from existing sources should be used whenever possible. … How will data be analyzed and reported? … Practices need to decide how frequently they will conduct data analysis and summarize the results. … Collect data and document any problems or unexpected observations. … Study —Analyze the data and compare the results with your predicted outcome.
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integrationacademy.ahrq.gov/sites/default/files/2021-04/State_of_Opioid_Use_Among_Older_Adults.pdf
January 01, 2021 - http://www.samhsa.gov/data/report/2018-nsduh-detailed-tables. … HHS Data Brief OEI-02-17-00250. … https://www.samhsa.gov/data/report/2019-nsduh-detailed-tables. … https://www.samhsa.gov/data/report/2017-nsduh-detailed-tables. … Data are from the Multiple Cause of Death Files, 1999-2018, as compiled from data provided by the 57
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integrationacademy.ahrq.gov/sites/default/files/2020-07/grant_summary_NM.pdf
January 01, 2020 - Establish infrastructure for ECHO-F training, support, and
data collection
a. … Assemble advisory board; hire staff; finalize content, training
schedule and data collection instruments … Collect baseline data; follow-up data on accomplishment of
benchmarks; participant feedback; inferential … analysis of
baseline data and ECHO-F participation related to
accomplishment of implementation benchmarks … Opioid Use Disorder
Treatment Service Considered
Medication-Assisted Treatment
Study Design, Data
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integrationacademy.ahrq.gov/products/topic-briefs/behavioral-health-apps
July 01, 2024 - data. … Does the app aggregate data? … (QI). [130] Using apps to collect PROMs data and health indicator data from wearables makes it possible … Privacy, data sharing, and data security policies of women's mhealth apps: Scoping review and content … How private is your mental health app data?
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integrationacademy.ahrq.gov/news-and-events/news/new-webinar-primary-care-research-challenges-during-covid-19
May 18, 2021 - addresses common challenges and potential solutions with practice recruitment, logistical problems such as data
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integrationacademy.ahrq.gov/products/playbooks/behavioral-health-and-primary-care/what-not-do
June 01, 2022 - Collect and Use Data for Quality Improvement
Don’t jump into data collection without first determining … what is important to measure and how to best collect the data. … Don’t collect data in a random or inconsistent manner. Plan to collect data on an ongoing basis. … Don’t adopt a data collection strategy without considering how the data will be used for quality improvement … Don’t add data collection plans that are separate from your practice’s workflows.
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integrationacademy.ahrq.gov/products/playbooks/behavioral-health-and-primary-care/implementing-plan/leverage-technology-for-ibh
January 01, 2024 - The ability of these different information systems to access, exchange, and use data in a coordinated … Their technical understanding is vital for determining the feasibility and security of data exchange … APIs can automate data transfer, minimizing the need for manual data entry and the potential for errors … health information alongside physical health data. … Consistent data entry facilitates easier data retrieval, analysis, and sharing.
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integrationacademy.ahrq.gov/sites/default/files/2020-07/HbA1c.pdf
January 01, 2020 - Care: Clinician Office/Clinic
Condition:
Endocrine, Endocrine: Diabetes
Cross-Cutting Area:
Data … Source:
Administrative claims, Electronic Clinical Data, Electronic Clinical Data: Laboratory,
Electronic … Clinical Data: Pharmacy, Paper Medical Records
Level of Analysis:
Clinician: Group/Practice, Clinician
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integrationacademy.ahrq.gov/products/ibh-lexicon/practice-differences
July 01, 2024 - to improve the practice
Periodic examination and reporting of outcomes
Scale of practice data … Collection and use of data that enables learning from experience
Scale of practice data … Partial—40%-75% of patients Significant, but less than full collection and use of practice-based data … This is an interim state on the path to full data use. … This is the aspirational or desired state where practice data is used to its fullest extent.
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integrationacademy.ahrq.gov/about/initiatives/opioid/grantees/new_mexico
July 01, 2024 - Publications
Key Lessons Learned in Medication-Assisted Treatment Implementation
What the Data … Current data show the Extensions for Community Healthcare Outcomes (ECHO) model is helpful for starting … Published data show that participants have overall positive experience with the ECHO-F intervention ( … Statistics
Current data (first quarter of 2021, N = 41 clinics as of April 2021) continue to show … Seven clinics have not yet completed data collection (17%).
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integrationacademy.ahrq.gov/sites/default/files/2021-10/Grant_Summary_PA_0.pdf
January 01, 2021 - Health Condition Considered
Opioid Use Disorder
Treatment Service Considered
MAT
Study Design, Data … The evaluation used a mixed-
methods approach including
analysis of qualitative data from
participating … Use of primary care by
Medicaid enrollees with OUD Based on Medicaid claims
data, there are 4.1 primary … • Continuous Quality Improvement and Performance
Measurement: Having clinics collect their own data … to treatment for OUD; developing reports
with suggested areas of improvement, and reviewing that
data
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integrationacademy.ahrq.gov/products/playbooks/moud-playbook/monitor-patient-outcomes/approaches-to-quality-improvement
January 01, 2018 - Use data from existing sources whenever possible. … How will data be analyzed and reported? … Decide how frequently to conduct data analysis and summarize the results. … Collect data and document any problems or unexpected observations. … Study —Analyze the data and compare the results with your predicted outcome.
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integrationacademy.ahrq.gov/products/playbooks/moud-playbook/monitor-patient-outcomes/tracking-patient-outcomes
May 29, 2025 - Track and Aggregate Patient Outcomes Data
Note. … There is a good chance that you already use some form of electronic system for patient data, whether … ; Access patient data in electronic form that can be downloaded into a spreadsheet (e.g., Excel) for … This data may be maintained by office or paraprofessional staff. … An analysis using real-world data.
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integrationacademy.ahrq.gov/products/playbooks/behavioral-health-and-primary-care/implementing-plan
July 01, 2025 - Success of your integrated care program relies on effective use of data and maintaining patient engagement … Topics
Track Patients and Monitor Their Outcomes
Collect and Use Data for Quality Improvement … and Monitor Outcomes
Track Patients and Monitor Their Outcomes
Collect and Use Data