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  1. digital.ahrq.gov/sites/default/files/docs/publication/r18hs017099-weiner-final-report-2010.pdf
    January 01, 2010 - We reserved the validation dataset for out-of-sample performance estimation, and used the training … We repeated this process for each of three starting seeds for the bootstrap sample selection. … Alternatively, we can estimate the provider mean using models that treat our set of providers as a sample … We pooled indicators selected in any of the subset-sample combinations and used this pooled set in a … which included only variables that were selected consistently in 90% or more of the 3000 bootstrap sample
  2. digital.ahrq.gov/sites/default/files/docs/citation/r21hs028511-held-final-report-2024.pdf
    January 01, 2024 - To enrich our sample for annotation f rom the source cohort, we employed topic modeling, a form … Limitations: Sample imbalance and representation: The classifier may not adequately predict … underrepresented high-risk populations due to sample imbalances. … Nevertheless, learning curves were generated to investigate the effect of sample size on model performance
  3. digital.ahrq.gov/sites/default/files/docs/publication/r21hs018773-cummins-final-report-2013.pdf
    January 01, 2013 - We selected an initial random sample of 500 cases involving ED-PCC communication during the calendar … From the initial random sample, we sequentially selected cases in 20 case increments, until saturation … It also resulted in a sample of call recordings suitable for an analysis of process characteristics … Sample. … Using the list of concepts identified through this process, we proceeded to analyze the entire sample
  4. digital.ahrq.gov/sites/default/files/docs/citation/r01hs023328-koopman-final-report-2021.pdf
    January 01, 2021 - Aim 2 included a national sample of 1,442 total adult patients with hypertension participating in 7 … Table 1: Aim 2 Online Experiment Objectives and Sample Sizes Exp. … information during a visit to negotiate a shared understanding of blood pressure control, choosing sample … Based on this sampling decision, resulting small sample size (n = 89 visits), and the limitation of … As such our design, methods, and sample size supported that primary qualitative goal rather than the
  5. digital.ahrq.gov/ahrq-funded-projects/supporting-continuity-care-poisonings-electronic-information-exchange/annual-summary/2011
    January 01, 2011 - The project team will continue to sample in 20-case increments until they achieve saturation of information
  6. digital.ahrq.gov/ahrq-funded-projects/computerized-patient-centered-collaborative-technology-compact-support
    January 01, 2023 - Clinical Decision Support System Adapting cognitive task analysis methods for use in a large sample … Adapting cognitive task analysis methods for use in a large sample simulation study of high-risk healthcare
  7. digital.ahrq.gov/sites/default/files/docs/publication/r21hs021780-casarett-final-report-2014.pdf
    January 01, 2014 - Second, all hospices in this sample were not-for-profit. … Therefore, although the initial test of feasibility was conducted in a limited sample, we are confident … For the #0209 score, overall accuracy compared to a hand review in a sample of 100 charts was 97%.
  8. digital.ahrq.gov/sites/default/files/docs/survey/engaging-diverse-patients-in-hit-use.pdf
    January 01, 2004 - www.ncbi.nlm.nih.gov/pubmed/15343421 Questions have been removed – please refer to the link above for sample … www.ncbi.nlm.nih.gov/pmc/articles/PMC1794004/) Questions have been removed – please refer to the link above for sample … www.ncbi.nlm.nih.gov/pubmed/3945130) Questions have been removed – please refer to the link above for sample
  9. digital.ahrq.gov/sites/default/files/docs/page/Nemeth_SuccessStory.pdf
    May 02, 2014 - TabLe 1 - SaMPLe HeaLTH MaINTeNaNce TabLe* Recommend For Due (seq.#) 04/17/2009 05/09/2009 Alcohol … As this research was designed as a pilot demonstration project using a small sample of practices to test … the efficacy of this approach, future work should test the effectiveness in a larger sample of practices
  10. digital.ahrq.gov/ahrq-funded-projects/improving-health-information-technology-implementation-rural-health-system/annual-summary/2008
    January 01, 2008 - 2008 Activities: Data have been collected on system performance and patient outcomes, although the sample … Data were collected, but analysis suffered from small sample sizes.
  11. digital.ahrq.gov/sites/default/files/docs/page/Electronic%20Prescribing%20Using%20A%20Community%20Utility%20-%20The%20ePrescribing%20Gateway_0.pdf
    January 31, 2007 - Practice leaders recruited the busiest prescribers to participate in order to achieve robust sample … In addition, we used a sample of approximately 28,000 de- identified Sigs to assess the adequacy of the … We then used a sample of Med Hx for approximately 6,000 BIDMC patients to match NDC codes from the … Next, a pharmacist compared a sample of the strings obtained from RxNorm with those drug names from … Approximately 12% of NDCs in our test sample could not be matched with an SCD or an SBD. 4) The
  12. digital.ahrq.gov/sites/default/files/docs/page/percentage-of-verbal-orders-quick-reference-guide.pdf
    March 01, 2009 - To attain valid, robust results, consider using the input of a trained statistician to determine sample
  13. digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/crosson-jc
    January 01, 2023 - Crosson JC et al. 2007 "Variation in electronic prescribing implementation among twelve ambulatory practices." Reference Crosson JC, Isaacson N, Lancaster D, et al. Variation in electronic prescribing implementation among twelve ambulatory practices. J Gen Intern Med 2007;23(4):364-371. [Link] …
  14. digital.ahrq.gov/sites/default/files/docs/citation/r01hs022955-thompson-final-report-2020.pdf
    January 01, 2020 - Results: The mean number of eHealth activities across the entire sample was 6.65 (range: 0 - 16). … However, this target sample size was based on an exploratory aim that proposed to compare survivors … with and without Internet access, with the expectation that only 50% of our sample would report using … In this sample, 55% of participants identified as AfAm and 72% identified as female. … In this sample, 41.1% reported having an app on their smartphone to manage or track health.
  15. digital.ahrq.gov/sites/default/files/docs/citation/r21hs024750-sherwin-final-report-2019.pdf
    January 01, 2019 - Its performance was assessed using a 3-month sample of patients using ICD-10 coding as the gold standard … Due to the size of this sample, individual chart adjudication was not possible and therefore the ICD … The overall prevalence of sepsis in our sample was lower than expected at 0.92%. … Our ISA functioned well in a sample of 50% prevalence sepsis, however struggled to maintain a similar … performance in a large sample and in prospective validation.
  16. digital.ahrq.gov/sites/default/files/docs/citation/r21hs024587-schnipper-final-report-2019.pdf
    January 01, 2019 - Semi-structured qualitative interviews of a sample of patients, caregivers, and providers were conducted … have a PDC >80%, then we estimated a required effective sample size of 170 patients in each arm to … This same sample size also allowed us to detect a decrease in medication discrepancies from 0.35 per … In addition, a random sample of patients and their caregivers were contacted by phone at the end of the … A random sample of providers were also invited to participate in similar interviews focused on the
  17. digital.ahrq.gov/sites/default/files/docs/publication/r18hs017234-wagner-final-report-2011.pdf
    January 01, 2011 - The acceptability and usability of a revised system from a pilot sample of patients with hypertension … We included feedback from a national sample of physician PHR experts in the PHR reform. … The PFCC Institutional Culture Survey was administered in 2005, 2008 and 2010 to cross-sectional sample … Whites represented 50% of the sample and Blacks represented 46%. … Approximately 70% of the participants had more than a high school education. 81% of the entire sample
  18. digital.ahrq.gov/ahrq-funded-projects/utilizing-health-information-technology-improve-health-care-quality
    January 01, 2023 - Worker Prevalence and clinical differences of suicidal thoughts and behaviors in a community sample … Prevalence and clinical differences of suicidal thoughts and behaviors in a community sample of youth
  19. digital.ahrq.gov/sites/default/files/docs/citation/r21hs024071-lindquist-final-report-2018.pdf
    January 01, 2018 - Methods: In study aims 1-3, a convenience sample of patients and their caregivers at an outpatient internal … In study aims 1-3, we utilized a convenience sample where participants were recruited in person at the … Further research which includes a larger sample size and baseline data, is needed to investigate whether … Evidence from a United States nationally-representative sample of older adults. … Frequency and correlates of caregiver-reported sleep disturbances in a sample of persons with early
  20. digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/campbell-jr-et-al-1989
    January 01, 2023 - Campbell JR et al. 1989 "Computerized medical records and clinic function." Reference Campbell JR, Givner N, Seelig CB, et al. Computerized medical records and clinic function. MD Comput 1989;6(5):282-287. Abstract "Formal studies of computerized information systems for ambulatory patients are…

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