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1.
BMC Med Inform Decis Mak ; 19(1): 186, 2019 09 18.
Article in English | MEDLINE | ID: mdl-31533828

ABSTRACT

BACKGROUND: An individualized approach using shared decision-making (SDM) and goal setting is a person-centred strategy that may facilitate prioritization of treatment options. SDM has not been adopted extensively in clinical practice. An interprofessional approach to SDM with tools to facilitate patient participation may overcome barriers to SDM use. The aim was to explore decision-making experiences of health professionals and people with diabetes (PwD), then develop an intervention to facilitate interprofessional shared decision-making (IP-SDM) and goal-setting. METHODS: This was a multi-phased study. 1) Feasibility: Using a descriptive qualitative study, individual interviews with primary care physicians, nurses, dietitians, pharmacists, and PwD were conducted. The interviews explored their experiences with SDM and priority-setting, including facilitators and barriers, relevance of a decision aid for priority-setting, and integration of SDM and a decision aid into practice. 2) Development: An evidence-based SDM toolkit was developed, consisting of an online decision aid, MyDiabetesPlan, and implementation tools. MyDiabetesPlan was reviewed by content experts for accuracy and comprehensiveness. Usability assessment was done with 3) heuristic evaluation and 4) user testing, followed by 5) refinement. RESULTS: Seven PwD and 10 clinicians participated in the interviews. From interviews with PwD, we identified that: (1) approaches to decision-making were diverse and dynamic; (2) a trusting relationship with the clinician and dialog were critical precursors to SDM; and, (3) goal-setting was a dynamic process. From clinicians, we found: (1) complementary (holistic and disease specific) approaches to the complex patient were used; (2) patient-provider agendas for goal-setting were often conflicting; (3) a flexible approach to decision-making was needed; and, (4) conflict could be resolved through SDM. Following usability assessment, we redesigned MyDiabetesPlan to consist of data collection and recommendation stages. Findings were used to finalize a multi-component toolkit and implementation strategy, consisting of MyDiabetesPlan, instructional card and videos, and orientation meetings with participating patients and clinicians. CONCLUSIONS: A decision aid can provide information, facilitate clinician-patient dialog and strengthen the therapeutic relationship. Implementation of the decision aid can fit into a model of team care that respects and exemplifies professional identity, and can facilitate intra-team communication. TRIAL REGISTRATION: Clinicaltrials.gov Identifier: NCT02379078. Date of Registration: 11 February 2015.


Subject(s)
Decision Making , Decision Support Techniques , Patient Participation , Diabetes Mellitus/therapy , Female , Humans , Interviews as Topic , Male , Middle Aged , Physician-Patient Relations , Physicians, Primary Care , Qualitative Research , User-Computer Interface
2.
J Cancer Educ ; 33(4): 788-797, 2018 08.
Article in English | MEDLINE | ID: mdl-28044250

ABSTRACT

Oncology education for post-graduate medical trainees is mostly clinic-based with didactic lectures. However, a 3-4-week rotation lacks full exposure to the vast field of oncology, resulting in an educational gap. We felt there is a need for a standard curriculum to educate trainees on common oncology topics and encourage self-directed learning. This study aims to improve knowledge of oncology in trainees through the use of an oncology educational tool (consisting of a handbook and website) that we developed and evaluated. Fifty-three post-graduate trainees (years 1, 2, and 3) consented to participate at the start of their oncology rotation. In phase I, four participants took part in a usability evaluation of the tool. In phase II, 39 trainees underwent a knowledge assessment with use of the tool. Baseline and post-intervention test results were compared using paired t tests. In the qualitative study (phase III), 10 trainees provided feedback on the updated tool and overall rotation experience. Issues identified from phase I were addressed prior to subsequent phases. Phase II analysis of complete sets of data found the mean post-intervention scores (9.44/10) were significantly higher (p < 0.001) than the mean baseline scores (7.47/10). In the qualitative study, feedback strongly supported the integration of the tool for improving knowledge of trainees. To our knowledge, this is the first study to show that an oncology educational tool for medical trainees improves oncology knowledge by providing a standard curriculum. Future work involves evaluating this tool to determine if effects are from the education tool or rotation experience.


Subject(s)
Curriculum , Internship and Residency , Medical Oncology , Training Support , Clinical Competence , Education, Medical, Graduate , Educational Measurement , Feedback , Humans , Internet , Knowledge , Learning , Medical Oncology/education , Pilot Projects
3.
BMC Med Inform Decis Mak ; 14: 60, 2014 Jul 23.
Article in English | MEDLINE | ID: mdl-25056379

ABSTRACT

BACKGROUND: To design and test a web-based self-management tool for patients with type 2 diabetes for its usability and feasibility. METHODS: An evidence-based, theory-driven website was created for patients with type 2 diabetes. Twenty-three patients with type 2 diabetes aged ≥ 25 years were recruited from 2 diabetes care centers in Toronto, Canada. We employed focus group methodology to assess acceptability, sustainability, strengths and weaknesses of the self-management website. Based on these results, revisions were made to the website. Three cycles of individual usability testing sessions using cognitive task analysis were conducted with patients with type 2 diabetes. Revisions to the website were made based on results from this testing. RESULTS: We identified five themes concerning participants' experiences of health care and related unmet needs: 1) Desire for information and for greater access to timely and personalized care to gain a sense of control of their disease; 2) Desire for community (sharing experiences with others) to fulfill practical and emotional needs; 3) Potential roles of an online self-management website in self-empowerment, behavior change, self-management and health care delivery; 4) Importance of a patient-centered perspective in presenting content (e.g. common assumptions, medical nomenclature, language, messaging, sociocultural context); 5) Barriers and facilitators to use of a self-management website (including perceived relevance of content, incorporation into usual routine, availability for goal-directed use, usability issues). CONCLUSIONS: Participants outlined a series of unmet health care needs, and stated that they wanted timely access to tailored knowledge about their condition, mechanisms to control and track their disease, and opportunities to share experiences with other patients. These findings have implications for patients with type 2 diabetes of diverse ages, socioeconomic backgrounds, and disease severity, as well as to the design of other computer-based resources for chronic disease management.


Subject(s)
Diabetes Mellitus, Type 2/rehabilitation , Disease Management , Medical Informatics Applications , Self Care , Adult , Diabetes Mellitus, Type 2/psychology , Feasibility Studies , Humans , Internet , Middle Aged , Self Efficacy , Social Support
4.
BMC Pediatr ; 13: 23, 2013 Feb 08.
Article in English | MEDLINE | ID: mdl-23394070

ABSTRACT

BACKGROUND: Although numerous evidence-based and feasible interventions are available to treat pain from childhood vaccine injections, evidence indicates that children are not benefitting from this knowledge. Unrelieved vaccination pain puts children at risk for significant long-term harms including the development of needle fears and subsequent health care avoidance behaviours. Parents report that while they want to mitigate vaccination pain in their children, they lack knowledge about how to do so. An evidence-based clinical practice guideline for managing vaccination pain was recently developed in order to address this knowledge-to-care gap. Educational tools (pamphlet and video) for parents were included to facilitate knowledge transfer at the point of care. The objectives of this study were to evaluate usability and effectiveness in terms of knowledge acquisition from the pamphlet and video in parents of newly born infants. METHODS: Mixed methods design. Following heuristic usability evaluation of the pamphlet and video, parents of newborn infants reviewed revised versions of both tools and participated in individual and group interviews and individual knowledge testing. The knowledge test comprised of 10 true/false questions about the effectiveness of various pain management interventions, and was administered at three time points: at baseline, after review of the pamphlet, and after review of the video. RESULTS: Three overarching themes were identified from the interviews regarding usability of these educational tools: receptivity to learning, accessibility to information, and validity of information. Parents' performance on the knowledge test improved (p≤0.001) from the baseline phase to after review of the pamphlet, and again from the pamphlet review phase to after review of the video. CONCLUSIONS: Using a robust testing process, we demonstrated usability and conceptual knowledge acquisition from a parent-directed educational pamphlet and video about management of vaccination pain. Future studies are planned to determine the impact of these educational tools when introduced in clinical settings on parent behaviors during infant vaccinations.


Subject(s)
Consumer Health Information/methods , Health Knowledge, Attitudes, Practice , Pain Management/methods , Pamphlets , Parents/education , Vaccination , Video Recording , Adult , Child , Child, Preschool , Female , Humans , Infant , Interviews as Topic , Male , Practice Guidelines as Topic , Qualitative Research
5.
IEEE J Biomed Health Inform ; 21(3): 851-858, 2017 05.
Article in English | MEDLINE | ID: mdl-26863684

ABSTRACT

Sharing of personal health information is subject to multiple constraints, which may dissuade some organizations from sharing their data. Summarized deidentified data, such as that derived from k-means cluster analysis, is subject to far fewer privacy-related constraints. In this paper, we examine the extent to which analysis of clustered patient types can match predictions made by analyzing the entire dataset at once. After reviewing relevant literature, and explaining how data are summarized in each cluster of similar patients, we compare the results of predicting death, and length of stay (LOS) in the ICU1ICU: Intensive care unit.


Subject(s)
Data Mining/methods , Hospital Mortality , Intensive Care Units/statistics & numerical data , Length of Stay/statistics & numerical data , Medical Informatics/methods , Cluster Analysis , Electronic Health Records , Humans
6.
BMC Cardiovasc Disord ; 6: 43, 2006 Nov 02.
Article in English | MEDLINE | ID: mdl-17081306

ABSTRACT

BACKGROUND: Heart failure is the most common cause of hospitalization among adults over 65. Over 60% of patients die within 10 years of first onset of symptoms. The objective of this study is to determine the effectiveness of self-management interventions on hospital readmission rates, mortality, and health-related quality of life in patients diagnosed with heart failure. METHODS: The study is a systematic review of randomized controlled trials. The following data sources were used: MEDLINE (1966-11/2005), EMBASE (1980-11/2005), CINAHL (1982-11/2005), the ACP Journal Club database (to 11/2005), the Cochrane Central Trial Registry and the Cochrane Database of Systematic Reviews (to 11/2005); article reference lists; and experts in the field. We included randomized controlled trials of self-management interventions that enrolled patients 18 years of age or older who were diagnosed with heart failure. The primary outcomes of interest were all-cause hospital readmissions, hospital readmissions due to heart failure, and mortality. Secondary outcomes were compliance with treatment and quality of life scores. Three reviewers independently assessed the quality of each study and abstracted the results. For each included study, we computed the pooled odds ratios (OR) for all-cause hospital readmission, hospital readmission due to heart failure, and death. We used a fixed effects model to quantitatively synthesize results. We were not able to pool effects on health-related quality of life and measures of compliance with treatment, but we summarized the findings from the relevant studies. We also summarized the reported cost savings. RESULTS: From 671 citations that were identified, 6 randomized trials with 857 patients were included in the review. Self-management decreased all-cause hospital readmissions (OR 0.59; 95% confidence interval (CI) 0.44 to 0.80, P = 0.001) and heart failure readmissions (OR 0.44; 95% CI 0.27 to 0.71, P = 0.001). The effect on mortality was not significant (OR = 0.93; 95% CI 0.57 to 1.51, P = 0.76). Adherence to prescribed medical advice improved, but there was no significant difference in functional capabilities, symptom status and quality of life. The reported savings ranged from 1300 to 7515 dollars per patient per year. CONCLUSION: Self-management programs targeted for patients with heart failure decrease overall hospital readmissions and readmissions for heart failure.


Subject(s)
Heart Failure/physiopathology , Heart Failure/therapy , Self Care , Health Status , Heart Failure/mortality , Humans , Patient Compliance , Patient Readmission/statistics & numerical data , Quality of Life , Randomized Controlled Trials as Topic , Treatment Outcome
7.
BMJ Qual Saf ; 25(12): 929-936, 2016 12.
Article in English | MEDLINE | ID: mdl-26545705

ABSTRACT

BACKGROUND: Clinical information may be lost during the transfer of critically injured trauma patients from the emergency department (ED) to the intensive care unit (ICU). The aim of this study was to investigate the causes and frequency of information discrepancies with handover and to explore solutions to improving information transfer. METHODS: A mixed-methods research approach was used at our level I trauma centre. Information discrepancies between the ED and the ICU were measured using chart audits. Descriptive, parametric and non-parametric statistics were applied, as appropriate. Six focus groups of 46 ED and ICU nurses and nine individual interviews of trauma team leaders were conducted to explore solutions to improve information transfer using thematic analysis. RESULTS: Chart audits demonstrated that injuries were missed in 24% of patients. Clinical information discrepancies occurred in 48% of patients. Patients with these discrepancies were more likely to have unknown medical histories (p<0.001) requiring information rescue (p<0.005). Close to one in three patients with information rescue had a change in clinical management (p<0.01). Participants identified challenges according to their disciplines, with some overlap. Physicians, in contrast to nurses, were perceived as less aware of interdisciplinary stress and their role regarding variability in handover. Standardising handover, increasing non-technical physician training and understanding unit cultures were proposed as solutions, with nurses as drivers of a culture of safety. CONCLUSION: Trauma patient information was lost during handover from the ED to the ICU for multiple reasons. An interprofessional approach was proposed to improve handover through cross-unit familiarisation and use of communication tools is proposed. Going beyond traditional geographical and temporal boundaries was deemed important for improving patient safety during the ED to ICU handover.


Subject(s)
Emergency Service, Hospital/organization & administration , Intensive Care Units/organization & administration , Patient Handoff/organization & administration , Wounds and Injuries/therapy , Emergency Service, Hospital/standards , Focus Groups , Humans , Intensive Care Units/standards , Medical Staff, Hospital/organization & administration , Nursing Staff, Hospital/organization & administration , Patient Handoff/standards , Process Assessment, Health Care , Stress, Psychological/epidemiology , Time Factors , Trauma Severity Indices
8.
AMIA Annu Symp Proc ; 2009: 296-300, 2009 Nov 14.
Article in English | MEDLINE | ID: mdl-20351868

ABSTRACT

Heart failure patients require complex, long-term care. Research shows that self-care education improves health outcomes of these patients. This study reports the results of a randomized trial which compared the effects of two remote educational interventions on heart failure patients' knowledge of self-care practices. The first group reviewed self-care content on a Web site and had email access to a cardiac nurse. The second group had access to the Web site, and participated in four telephone-based sessions with the cardiac nurse. The test scores of both groups significantly improved following the intervention. However, the post-intervention test scores of the group that included telephone sessions were significantly higher than the scores for the group that had access to the Web site only. These results show a benefit to learning of a teleconferencing intervention that is over and above the benefit of an intervention based on Web information and email access alone.


Subject(s)
Education, Distance , Heart Failure/therapy , Internet , Patient Education as Topic/methods , Self Care , Health Knowledge, Attitudes, Practice , Humans , Telephone
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