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digital.ahrq.gov/sites/default/files/docs/page/medication-turnaround-time-quick-reference-guide.pdf
May 01, 2009 - Timemotion or work sampling studies: For an
observational study, collect tasks, time spent on
tasks … Timemotion
or work sampling studies also may be
conducted using a personal digital assistant
(PDA … (For guidance on sampling, please see the
Health IT Evaluation Toolkit11). … A
comparison of work sampling and time and
motion techniques for studies in health services
research … Work sampling: a decision
making tool for determining resources and work
redesign.
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digital.ahrq.gov/sites/default/files/docs/page/impact-of-hit-on-nurses-quick-reference-guide.pdf
May 01, 2009 - between the
ICUs with and without CPOE on the time spent in
each major category.6
In a work sampling … Source of data for the Measure: Conduct a direct
observational study (e.g., time study or work
sampling … Methodology for Measurement
Study Design: Time or work sampling study,
preand posthealth IT implementation … Work sampling: a decision
making tool for determining resources and work
redesign.
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digital.ahrq.gov/ahrq-funded-projects/supporting-continuity-care-poisonings-electronic-information-exchange/annual-summary/2010
January 01, 2010 - The call-sampling plan was reviewed, and the team completed call sampling and initiated linkage to files
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/time-and-motion-study
January 01, 2023 - Then determine your sampling method and assign someone to record the data.
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digital.ahrq.gov/2019-year-review/research-spotlights
January 01, 2019 - The following AHRQ-funded research is a sampling of the agency’s investment in scaling and sharing effective
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digital.ahrq.gov/acts
January 01, 2023 - ACTS Accomplishments / Deliverables (Sampling)
Individual Population Health Journey Future Vision
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs024983-pratap-final-report-2019.pdf
January 01, 2019 - could negatively impact the
performance of machine learning algorithms, we tested both up- and down-sampling … To identify the best
sampling approach for each machine learning classifier independently, the original … Study Design
We performed stratified random sampling to divide each dataset into two: 70% for training … After performing pre-processing and stratified
random sampling, 58,301 examples with 58 variables were … To deal with this challenge, we therefore utilized up- and down-sampling techniques, as well
as SMOTE
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digital.ahrq.gov/sites/default/files/docs/citation/k01hs021531-ancker-final-report-2018.pdf
January 01, 2018 - The random-digit-dial telephone surveys are conducted on a dual
sampling frame of landline and cell … Within a sampling framework that ensured diversity of geography and medical organization
type, we used … purposive and snowball sampling to identify key informants. … Within a sampling framework that ensured diversity of
geography and medical organization type, we used … purposive and snowball sampling to identify
key informants.
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/crosson-jc-etz-rs-wu-s
January 01, 2023 - Purposive sampling to include safety net settings, and e-prescribing as part of EHR and those who had
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/mcbride-mr-et-al-2004
January 01, 2004 - Testing by snowball sampling generated survey data from 96 respondents, consisting of general practitioners
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digital.ahrq.gov/sites/default/files/docs/publication/r36hs018809-valdez-final-report-2012.pdf
January 01, 2012 - Eighteen participants were recruited using maximum variance sampling from two
federally qualified health … Thus, these sites facilitated maximum
variance sampling over the phenomenon of interest (cultural context … Data Sources and Collection
Sampling. … Given the potential burden of the validation exercise,
convenience sampling was used to ensure that … Those selected for study participation (based upon the maximum variance sampling
described above) were
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digital.ahrq.gov/sites/default/files/docs/Health_IT_and_Safety_070910_comp.pdf
July 13, 2010 - AMIA Summit Translational Bioinformatics 2009
Illness, sampling & predictability
Patient stable … Theoretical predictability w.r.t. time (delta-t):
Patient state:
Clinician sampling:
Predictability … Theoretical predictability w.r.t. time (delta-t):
Patient state:
Clinician sampling:
Predictability … quality
Flow Chart
Learning from the Data
Physics of medical records
New Information Tools
Illness, sampling
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs022911-chaudhry-final-report-2017.pdf
January 01, 2017 - We performed stratified sampling to
select patients from a pool of ~4000 patients for the accuracy testing … Stratified sampling was done to ensure that patient from every possible clinical decision
pathway were … Patient sampling from different recommendation end points
Decision End
Point
# of Patients # of … Patient sampling from different recommendation end points
1.3 Optimization of CDSS for Clinical Setting
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digital.ahrq.gov/ahrq-funded-projects/massachusetts-quality-e-measure-validation-study
January 01, 2023 - overseeing the data evaluation protocol; 5) challenge to engaging patients in evaluation of HIE; 6) sampling
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digital.ahrq.gov/sites/default/files/docs/publication/r01hs015321-guise-final-report-2009.pdf
January 01, 2009 - of HIT system on direct patient care and other workflow in
labor/delivery unit (Study Design: Work-sampling … of HIT System on
Direct Patient Care and Other Workflow in Labor/Delivery Unit (Study
Design: Work-Sampling … Methods: A work-sampling study was performed before and after implementation. … Study Design: A work sampling
study was conducted before and after implementation of an
inpatient electronic … of HIT System on Direct Patient Care and Other Workflow in Labor/Delivery Unit (Study Design: Work-Sampling
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digital.ahrq.gov/ahrq-funded-projects/designing-demographics-optimizing-usability-patient-portals
January 01, 2023 - The analysis involved a large cross-sectional survey of diverse portal users and nonusers by sampling
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digital.ahrq.gov/ahrq-funded-projects/massachusetts-quality-e-measure-validation-study/annual-summary/2011
January 01, 2011 - Sampling challenges:
Incomplete participation
Reliance on two health plans to provide a commercial
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digital.ahrq.gov/ahrq-funded-projects/nicu-2-home-using-hit-support-parents-nicu-graduates-transitioning-home/annual-summary/2012
January 01, 2012 - VLBW infants; decrease mothers’ and fathers’ stress as measured by self-report and salivary cortisol sampling
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digital.ahrq.gov/ahrq-funded-projects/nicu-2-home-using-hit-support-parents-nicu-graduates-transitioning-home/annual-summary/2011
January 01, 2011 - VLBW infants; decrease mothers' and fathers' stress as measured by self-report and salivary cortisol sampling
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digital.ahrq.gov/ahrq-funded-projects/supporting-continuity-care-poisonings-electronic-information-exchange/annual-summary/2012
January 01, 2012 - In 20-case increments, they analyzed information content in incremental batches using a saturation sampling