Examining the role of MEDLINE as a patient care information resource: an analysis of data from the Value of Libraries study.

OBJECTIVE: This study analyzed data from a study on the value of libraries to understand the specific role that the MEDLINE database plays in relation to other information resources that are available to health care providers and its role in positively impacting patient care. METHODS: A previous study on the use of health information resources for patient care obtained 16,122 responses from health care providers in 56 hospitals about how providers make decisions affecting patient care and the role of information resources in that process. Respondents indicated resources used in answering a specific clinical question from a list of 19 possible resources, including MEDLINE. Study data were examined using descriptive statistics and regression analysis to determine the number of information resources used and how they were used in combination with one another. RESULTS: Health care professionals used 3.5 resources, on average, to aid in patient care. The 2 most frequently used resources were journals (print and online) and the MEDLINE database. Using a higher number of information resources was significantly associated with a higher probability of making changes to patient care and avoiding adverse events. MEDLINE was the most likely to be among consulted resources compared to any other information resource other than journals. CONCLUSIONS: MEDLINE is a critical clinical care tool that health care professionals use to avoid adverse events, make changes to patient care, and answer clinical questions.

For the General Internist: A Summary of Key Innovations in Medical Education.

We conducted a review of published medical education articles to identify high-quality research and innovation relevant to educators in general medicine. Our review team consisted of six general internists with expertise in medical education and a professional medical librarian. We manually searched 15 journals in pairs (a total of 3062 citations) for original research articles in medical education published in 2014. Each pair of reviewers independently rated the relevance, importance, and generalizability of articles on medical education in their assigned journals using a 27-point scale (maximum of 9 points for each characteristic). From this list, each team member independently reviewed the 22 articles that received a score of 20 or higher from both initial reviewers, and for each selected article rated the quality and global relevance for the generalist educator. We included the seven top-rated articles for presentation in this review, and categorized the studies into four general themes: continuity clinic scheduling, remediation, interprofessional education, and quality improvement and patient safety. We summarized key findings and identified significant limitations of each study. Further studies assessing patient outcomes are needed to strengthen the literature in medical education. This summary of relevant medical education articles can inform future research, teaching, and practice.

The National Library of Medicine Pill Image Recognition Challenge: An Initial Report.

In January 2016 the U.S. National Library of Medicine announced a challenge competition calling for the development and discovery of high-quality algorithms and software that rank how well consumer images of prescription pills match reference images of pills in its authoritative RxIMAGE collection. This challenge was motivated by the need to easily identify unknown prescription pills both by healthcare personnel and the general public. Potential benefits of this capability include confirmation of the pill in settings where the documentation and medication have been separated, such as in a disaster or emergency; and confirmation of a pill when the prescribed medication changes from brand to generic, or for any other reason the shape and color of the pill change. The data for the competition consisted of two types of images, high quality macro photographs, reference images, and consumer quality photographs of the quality we expect users of a proposed application to acquire. A training dataset consisting of 2000 reference images and 5000 corresponding consumer quality images acquired from 1000 pills was provided to challenge participants. A second dataset acquired from 1000 pills with similar distributions of shape and color was reserved as a segregated testing set. Challenge submissions were required to produce a ranking of the reference images, given a consumer quality image as input. Determination of the winning teams was done using the mean average precision quality metric, with the three winners obtaining mean average precision scores of 0.27, 0.09, and 0.08. In the retrieval results, the correct image was amongst the top five ranked images 43%, 12%, and 11% of the time, out of 5000 query/consumer images. This is an initial promising step towards development of an NLM software system and application-programming interface facilitating pill identification. The training dataset will continue to be freely available online at: http://pir.nlm.nih.gov/challenge/submission.html.

For the general internist: a review of relevant 2013 innovations in medical education.

We conducted a review of articles published in 2013 to identify high-quality research in medical education that was relevant to general medicine education practice. Our review team consisted of six general internists with expertise in medical education of varying ranks, as well as a professional medical librarian. We manually searched 15 journals in pairs, and performed an online search using the PubMed search engine for all original research articles in medical education published in 2013. From the total 4,181 citations identified, we selected 65 articles considered most relevant to general medicine educational practice. Each team member then independently reviewed and rated the quality of each selected article using the modified Medical Education Research Study Quality Instrument. We then reviewed the quality and relevance of each selected study and grouped them into categories of propensity for inclusion. Nineteen studies were felt to be of adequate quality and were of moderate to high propensity for inclusion. Team members then independently voted for studies they felt to be of the highest relevance and quality within the 19 selected studies. The ten articles with the greatest number of votes were included in the review. We categorized the studies into five general themes: Improving Clinical Skills in UME, Inpatient Clinical Teaching Methods, Advancements in Continuity Clinic, Handoffs/Transitions in Care, and Trainee Assessment. Most studies in our review of the 2013 literature in general medical education were limited to single institutions and non-randomized study designs; we identified significant limitations of each study. Selected articles may inform future research and practice of medical educators.

Practicing physician education in geriatrics: lessons learned from a train-the-trainer model.

Evidence of poor performance in the evaluation and management of common geriatric conditions suggests the need for changing physician behavior in these areas. Traditional lecture-style continuing medical education (CME) has not been shown to be effective. Expert faculty initially trained 60 nonexpert peer educators to conduct small-group, learner-centered CME using tool kits on memory loss, incontinence, and depression. Peer educators presented 109 community-based sessions to 1,309 medical practitioners. Surveys were administered to community participants immediately and 6 months after a session. Evidence of effectiveness included statistically significant increases in self-reported knowledge, attitudes, and office-based practices on the target topics at the time of training and at the 6-month follow-up (P<.001) and two-thirds of respondents reporting continued use of three or more tools at 6 months. Participants reported that the interactive presentation aided their understanding of and ability to use the tool kits more than an off-the-shelf review (mean rating+/-standard deviation 4.1+/-0.71, with 1 = not at all and 5 = significantly). After the formal evaluation period, additional information about the project dynamics and tool kits was obtained through a small interview sample and an on-line survey, respectively. Receiving copies of the tool kits was an important factor in enabling educators to offer sessions. Barriers to offering sessions included finding time, an audience, and space. Findings suggest that modest positive changes in practice in relation to common geriatric problems can be achieved through peer-led, community-based sessions using principles of knowledge translation and evidence-based tool kits with materials for providers and patients.

Continuing medical education, continuing professional development, and knowledge translation: improving care of older patients by practicing physicians.

Many community-based internists and family physicians lack familiarity with geriatrics knowledge and best practices, but they face overwhelming fiscal and time barriers to expanding their skills and improving their behavior in the care of older people. Traditional lecture-and-slide-show continuing medical education (CME) programs have been shown to be relatively ineffective in changing this target group's practice. The challenge for geriatrics educators, then, is to devise CME programs that are highly accessible to practicing physicians, that will have an immediate and significant effect on practitioners' behavior, and that are financially viable. Studies of CME have shown that the most effective programs for knowledge translation in these circumstances involve what is known as active-mode learning, which relies on interactive, targeted, and multifaceted techniques. A systematic literature review, supplemented by structured interviews, was performed to inventory active-mode learning techniques for geriatrics knowledge and skills in the United States. Thirteen published articles met the criteria, and leaders of 28 active-mode CME programs were interviewed. This systematic review indicates that there is a substantial experience in geriatrics training for community-based physicians, much of which is unpublished and incompletely evaluated. It appears that the most effective methods to change behaviors involved multiple educational efforts such as written materials or toolkits combined with feedback and strong communication channels between instructors and learners.

"Mini-Medical School for Librarians": from needs assessment to educational outcomes.

PURPOSE: This study evaluates the outcomes of the "Mini-Medical School for Librarians" or "Medical School Experience," a continuing education symposium designed to improve librarians' understanding of medicine and medical education. SUBJECTS: The subjects are the symposium participants, a group that consisted of fifty-eight medical librarians and other information professionals. METHODOLOGY: Pre- and post-symposium self-evaluation surveys gauged participants' self-assessed confidence with the course content. A follow-up survey was administered six months after the symposium. A learning action plan recorded both the intended and actual applications of course content to professional settings. RESULTS: T-test analysis of paired pre- and post-symposium responses reveal a significant positive change in the mean self-assessed confidence with course content immediately following the symposium. Pairings of post-symposium and follow-up survey responses indicate a slight reversal in attendees' confidence in the months following the symposium, but pairings of pre-symposium and follow-up survey results demonstrate that the longitudinal impact of the program on self-assessed confidence with course content was positive and significant. Analysis of the learning action plan revealed a disparity in how participants planned to use the information they learned in the course and how they actually used it. CONCLUSIONS: Continuing education programs that address the content and structure of medicine can be an effective means by which to inform both the novice's and mid-career medical librarian's understanding of medicine and medical education.

Peer training in expert searching: the observation effect.

OBJECTIVES: The purpose of this study is to determine if searchers' observing each others' search processes is an effective training method and if sharing through observation can strengthen search skills. METHOD: A shared email account was established among all public services librarians conducting literature searches at the Ehrman Medical Library. Three questionnaires were sent to the public services librarians soliciting input on the shared-search process. The results were analyzed for this study. RESULTS: The shared-search process has helped searchers become more effective in searching. Colleagues' viewing of the search results is a major factor influencing the searchers' performance. CONCLUSIONS: Easy to implement, the peer-training model is an effective way to train searchers as well as help keep skills up to date.

Improving geriatrics training in internal medicine residency programs: best practices and sustainable solutions.

National surveys indicate a need for additional training in geriatrics during internal medicine residencies. This paper describes 1) "best practices" for integrating geriatrics education into internal medicine residency programs, 2) barriers to implementation of these practices, and 3) possible ways to improve geriatrics training for internal medicine residents. These best practices were determined by a systematic review of the literature and through interviews with leaders of 26 residency and geriatrics programs concerned with geriatrics training for residents. The most successful programs have clinical experiences with 3 key elements: model geriatric care in 1 or more settings (for example, in the hospital or in ambulatory practice), patient care across sites or transitions of care, and interdisciplinary teamwork. Barriers include attitudes, few faculty, need for relationships with nontraditional training sites, and lack of funding. Local solutions include engaging the internal medicine program director to accomplish a mutual goal--for example, by creating a model geriatrics training experience in which residents demonstrate their skill in a new Accreditation Council of Graduate Medical Education competency (such as systems-based practice). National solutions include reaching consensus on the competencies in geriatrics that should be achieved by board-eligible internists. This may mean increasing the number of questions that test geriatrics competency in the certifying and in-training examinations, increasing numbers of faculty members able to teach and model geriatric care, developing "effective medical resident teaching" courses for nonphysician faculty, and lobbying for improved systems of care.

Teaching evidence-based medicine: a regional dissemination model.

BACKGROUND: Evidence-based medicine (EBM) is a framework for critically appraising medical literature and applying it to the care of individual patients. Lack of faculty skilled in practicing and teaching EBM limits the ability to train residents in this area. DESCRIPTION: A 31/2-day interactive course, called Teaching Evidence-Based Medicine, was given in 1996, 1998, and 1999. The goal of the course was to create a cadre of faculty within New York State's internal medicine residency programs educated in EBM knowledge and skills who could integrate EBM into their training program. Thirty (58.8%) of 51 metropolitan New York internal medicine residency programs and three of 12 upstate programs sent participants. EVALUATION: The postcourse ratings showed increased self-rated knowledge and a willingness to apply the teaching methods at their home institutions. CONCLUSIONS: There is a high demand for the opportunity to learn EBM skills and in turn to implement EBM at home institutions