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www.ahrq.gov/hai/cusp/modules/apply/sl-cusp.html
December 01, 2012 - Engineering System Design to Support Behavior Choices
Slide 11. … Managing Error and Risk 1
Human Error
Product of our current system design and behavioral choices … Manage through changes in:
Choices.
Processes.
Procedures.
Training.
Design. … Behavioral Choices.
Improved Outcomes.
Learning Systems.
Accountability and Justice. … Engineering System Design to Support Behavior Choices 1
Punitive Culture: Transparency is impossible
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www.ahrq.gov/patient-safety/settings/long-term-care/resource/hcbs/report/apv2b.html
June 01, 2010 - Opportunity To Make Choices About Providers
Measure
Source
Evidence
Populations … 5
17
Item present in all three survey tools
Proportion of people who make choices … Opportunity To Make Choices About Services
Measure
Source
Evidence
Populations … 15
Adults with severe/persistent mental illness
Proportion of people who make choices … Customers make informed choices and have control about their services
Kansas Department on Aging
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digital.ahrq.gov/ahrq-funded-projects/impact-health-information-technology-demand-inpatient-services/annual-summary/2010
January 01, 2010 - hospitals’ characteristics and information technology as well as patients’ characteristics and hospital choices … Inpatient Medicare claims data are the source of patient-level choices and characteristics. … for hospital services using patient characteristics, hospital characteristics, and observed patient choices … health IT by type of inpatient service. ( Ongoing )
Evaluate the effect of changes in patient hospital choices
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www.ahrq.gov/cahps/consumer-reporting/guidelines/design/index.html
October 01, 2018 - Be consistent about design choices.
Maintain a complementary design across related materials. … Be Consistent About Design Choices
Whether on paper or on the Web, the design and format you choose … across organizations reduces the likelihood of bias and makes it easier for consumers to compare their choices
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hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/nm6.pdf
June 16, 2014 - Indian or Alaska Native
6 Other [specify]______________
Do not read:
8 No additional choices … (check all that apply)
DO NOT READ UNLESS RESPONDENT NEEDS CHOICES
1. … No Additional choices
77. Don’t know/Not sure
99. … DO NOT READ UNLESS RESPONDENT NEEDS CHOICES
1. Apache (Jicarilla / Mescalero)
2. … No Additional choices
77. Don’t know/Not sure
99.
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www.ahrq.gov/cahps/consumer-reporting/guidelines/evaluation/index.html
March 01, 2016 - the CAHPS team encourages survey users to do during the report development stage to ensure that their choices—with … Effect of CAHPS performance information on health plan choices by Iowa Medicaid beneficiaries.
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www.ahrq.gov/research/findings/final-reports/iomracereport/reldata3tab3-3.html
May 01, 2018 - states, all applications except one solicited race and ethnicity information with specific category choices … states, all applications except one solicited race and ethnicity information with specific category choices
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www.ahrq.gov/cahps/surveys-guidance/item-sets/ccc/measures.html
April 01, 2022 - than one choice for child’s treatment or care
CC3 Child’s doctor talked about pros and cons of choices
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hcup-us.ahrq.gov/datainnovations/raceethnicitytoolkit/nm6.jsp
July 01, 2014 - No additional choices
7. Don't know / Not sure
9. … (check all that apply)
DO NOT READ UNLESS RESPONDENT NEEDS CHOICES
1. … No Additional choices
77. Don't know/Not sure
99. … DO NOT READ UNLESS RESPONDENT NEEDS CHOICES
1. Apache (Jicarilla / Mescalero)
2. … No Additional choices
77. Don't know/Not sure
99. Refused
Q7.
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digital.ahrq.gov/sites/default/files/docs/publication/r36hs018272-barrette-final-report-2011.pdf
January 01, 2011 - Methods: Discrete choice analyses are used to model patients’ choices with the underlying
assumption … This model is estimated at the patient level and contains
characteristics of the hospital choices and … In the analysis, patients’ observed choices are being used to make inferences about the role of … can impose too strict of a structure on individuals’ choices. … Hospital characteristics also seem to have a
minimal impact on individual choices in these models.
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cds.ahrq.gov/sites/default/files/workgroups/71451/CDS_Connect_WG_March_2022_Summary.pdf
January 01, 2022 - meeting objectives and agenda
• CDS artifact versioning
• Panel discussion on sample versioning choices … considered to be best practices in
incorporating the needed changes, and what goes into making the best choices … Panel discussion on versioning choices
Susan Haas (MITRE) reviewed an ongoing decision MITRE is facing … ITEMS
MEETING SUMMARY
Welcome
CDS Artifact Versioning: Introduction
Panel discussion on versioning choices
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www.ahrq.gov/talkingquality/about/index.html
August 01, 2016 - Consumers can apply the information to their own health care choices. … have found that doing it right takes planning, insight into the tasks that consumers face when making choices
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www.ahrq.gov/talkingquality/measures/index.html
January 01, 2020 - quality reports have access to many measures that move the quality agenda forward and help consumers make choices
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psnet.ahrq.gov/innovation/nudge-unit-supports-physician-patient-behavioral-changes-towards-medical-decisions
July 23, 2024 - Innovator
Summary
Nudges are a change in the way choices … For example, small changes to the way choices are presented and information is framed within the electronic … decisions and practices. 1
Description of the Innovative Activity
A nudge is a change in the way choices … Nudges may also include making the advantages of particular choices more apparent through how the information
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digital.ahrq.gov/funding-mechanism/mentored-research-scientist-research-career-development-award-k01
January 01, 2023 - Context-Aware Knowledge Delivery into Electronic Health Records
Practical choices … Practical choices for infobutton customization: experience from four sites.
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digital.ahrq.gov/principal-investigator/del-fiol-guilherme
January 01, 2023 - Context-Aware Knowledge Delivery into Electronic Health Records
Practical choices … Practical choices for infobutton customization: experience from four sites.
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www.ahrq.gov/cahps/surveys-guidance/item-sets/elicitation/index.html
August 01, 2024 - narratives can also reduce consumers’ attention to standardized measures and lead to suboptimal doctor choices … Labeling comments helped mitigate the decline in decision quality, although consumers’ choices were most … Engagement with the quality information and satisfaction with available choices were likewise highest
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www.ahrq.gov/talkingquality/translate/web/pathways/measures.html
October 01, 2015 - Decide how to let users make their choices. … Try to limit the number of times people have to make choices.
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www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/system/delivery-system-initiative/casalino/casalino.ppt
February 16, 2011 - so
9
Qualifications/limitations
just my opinions - no compelling evidence
somewhat arbitrary choices … - even with agreement on criteria, many choices are possible
see the “long list” and the rest of the
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www.ahrq.gov/talkingquality/translate/scores/framing.html
March 01, 2016 - An interesting early study tested the stated preferences of consumers against their choices when faced … However, when later given hypothetical data on health plans, the choices these same people made reflected