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Identifying and Prioritizing Core Components of Relationship Education Programs: a Case Study of an Artificial Intelligence (AI) Assisted Systematic Review.

The field of prevention science seeks to identify and implement effective strategies to address social, emotional, and health challenges. A critical aspect of this endeavor is determining the core components of prevention programs that drive positive outcomes. This article presents a case study utilizing artificial intelligence (AI)-assisted systematic review methods to identify key components of healthy marriage and relationship education programs. Given the growing body of research in this domain, AI tools offer a promising means to enhance the efficiency and accuracy of literature reviews. This study employed AI to screen, code, and validate research articles, demonstrating its effectiveness in expediting systematic reviews while maintaining high accuracy in inclusion screening. This case study involved a systematic review of 22,028 resources (identified from PsycINFO, Academic Search Ultimate, and Google) and a final data set of 268 relevant studies. AI screening was integral in effectively conducting multiple rounds of screening. However, findings also highlight challenges in AI-assisted qualitative data abstraction, underscoring the continued need for human expertise in complex coding tasks. The study contributes to the ongoing discourse on integrating AI into prevention science methodologies and offers insights for optimizing AI applications in systematic reviews.

Artificial Intelligence

Nurses' perception of their psychological role in treating rehabilitation patients: a study employing the critical incident technique.

This study presents the theoretical literature on the psychological role of nurses. The nurses' perception of their psychological role is empirically obtained, employing the critical incident technique. General aims and objectives of pschological care of physically ill patients are formulated and are found to generally support the theoretical literature. Nurses were clearly found to perceive their psychological role as covering a very broad spectrum, the ultimate of which was the ability to anticipate and meet the emotional needs of the patient. The importance of implementing the application of social science concepts and methods to nursing is discussed.

Adult

Transfer of innovation for advancement in dentistry: a case study on pit and fissure sealants' use in Japan.

The implementation of scientific innovations is most important in advancing both dental care systems and dental science. However, scientific knowledge in dentistry is not always well implemented. In this paper the phases of development, diffusion, adoption and utilization of sealants are examined as one example of the way in which a relatively new innovation still needs more effort to ensure its wider use. Discussions with a dental manufacturer on the development of sealant materials and an investigation into the adoption of sealants in the national health insurance system of Japan were undertaken. Questionnaires regarding the education on sealants offered in dental schools and dental hygienist schools, and questionnaires to dental practitioners concerning their use of sealants, were used and analysed. The analysis of the various factors showed that the transfer of knowledge through the educational system is the most significant step in the uptake of innovations. Legality, insurance coverage and patient acceptance are significantly associated with the phase of adoption. A model of transfer pathways for new dental innovations is proposed.

Attitude of Health Personnel

[The integration of the behavioral sciences and biomedicine: the need for a metatheory].

Theoretical tensions and difficulties in the implementation of the biopsychosocial approach in health care uncover a problematic relationship between biomedicine and the behavioral sciences. The different professionals involved (e.g., psychologists and physicians) can interact through competition, collaboration, and integration and may be considered to represent health care subsystems, defined by profiles of their access to primary and secondary resources. Traditional institutionalization assigns the physician the hegemony in the system. Current challenges to this view underscore the need for a conceptual reformulation which should not only integrate--in a dialectical and complementary way--the contribution of physicians and other professionals, but also explicitly incorporate ethical and epistemological aspects derived from their relationship. Along with indications about the roles of metatheory, its relevance in the Latin American context is indicated.

Behavioral Sciences

Reorganization of a burn unit in response to underutilization: a critical assessment.

The incidence of burn injury in the United States has declined over the past few years, resulting in a dramatic decrease in the number of admissions to burn centers. This decrease has generated considerable concern, leading to a variety of proposals to modify burn units to control the cost of inpatient care. In 1986 Albany Medical Center Hospital, a 654-bed regional academic health sciences center, closed its burn unit and implemented a program to manage thermally injured patients in the intensive and progressive care areas of the medical center. A retrospective study was performed to compare patient outcomes and length of stay for the dedicated burn unit and the integrated burn program. Between the year before and the year after this change there was no significant difference in mortality rate, length of stay, or number of positive blood cultures. The relationship between burn severity and length of stay was unaltered by the burn program change. A comparison of data collected just after the change to those collected 2 years later again showed no difference, except that the annual census had dropped more than 50%. The results suggest that burn units can be converted to integrated burn programs without compromising patient care outcomes, although the lack of a cohesive burn team and the unavailability of beds designated for patients with burns ultimately resulted in a deemphasis of the burn program and consequent marked reduction in the number of patients with burns seen in the institution.

Burn Units

[The development, transfer and use of medical technology as a special subject of research].

Regardless of the real exposion of scientific findings and information concerning medical sciences, research in the field, especially fundamental one, has rather insignificant influence on the development of new technologies, applicable in everyday medical practice (pull technologies). Far greater significance has been put on research in other fields, usually initiated with other purposes. "Side product" of that research is the development of these technologies which are best applicable in medicine (push-technologies). This is not the only reason why, as a rule, there is no direct connection between researchers and those supposed to apply and use new technologies. Initiation of evaluational research in the field of medical technologies will be the only way to establish the relationship between the two groups of actors: researchers and implementators.

Medical Laboratory Science

Providing access to blacks and Hispanics in dietetics education.

To increase the number of blacks and Hispanics in dietetics and three other health professions, the Health Sciences Recruitment and Retention Program was developed and implemented in 1985 by the College of Health at Florida International University in Miami. The coordinated undergraduate program assisted in a federal grant to accomplish the objectives of recruiting and retaining minority students. High school and community college students were recruited using a slide/tape presentation featuring black and Hispanic professionals. In addition, the college offered a summer course entitled "Perspectives of the Health Sciences Professions" to students entering their senior year in high school. In this course, students learned how dietitians, medical laboratory scientists, and physical and occupational therapists treat various disease states. Field trips and site visits provided additional exposure to the professions. A summer orientation and tutorial program was established to retain minority students enrolled in the coordinated undergraduate program. We recommend that this program be considered as a model for dietetics educators to use in developing other programs to increase the number of minorities in the profession.

Black or African American

The LeMoyne-Owen College--UTCHS cooperative educational program: a model for minority recruitment.

A program of cooperative education between LeMoyne-Owen College and the University of Tennessee Center for the Health Sciences (UTCHS) was designed to attract students from the undergraduate institution to the various health professional schools at UTCHS. The program was initiated by a black faculty member at UTCHS. It involved a faculty exchange between the two institutions and the implementation of several changes in the pre-health science curriculum at the undergraduate institution. Other components of the program included: the gift of equipment and supplies to LeMoyne-Owen College by UTCHS; counseling of LeMoyne-Owen students by UTCHS faculty members; the generation of private funds by the faculty and staff at UTCHS for the support of LeMoyne-Owen students participating in the cooperative education program; and broad exposure of LeMoyne-Owen students to the laboratories and clinical facilities at UTCHS.

Black or African American

A proposed expert system for nursing practice. A springboard to nursing science.

The knowledge on which nursing practice is based comes largely from traditional sources, expert nurses passing on the wisdom of their experience to novices. Nursing research, although increasing, is usually parallel to nursing practice, and its findings, at best, are implemented only after long delays. Consequently, the most effective nursing responses to a particular client problem may be undiscovered or unknown. Nursing information systems reflect the nature and usage of nursing knowledge. They offer standard care plans, but the knowledge and decision structures for individualizing care remain exclusively in the mind of the nurse. Nurses may have great freedom to enter information into the information system, but the information is rarely retrievable in a form suitable for evaluation or research. Nursing practice, and the knowledge on which it is based, could be enhanced through the use of a novel expert system. This paper describes how such a system could be developed, with examples from the authors' prototype programs. Taxonomies of data, diagnoses, objectives, and interventions would make it possible to compare patients and to determine the relative effectiveness of nursing interventions. A built-in evaluation component would provide feedback and correction. Everyday nursing practice would become a field for research, and the knowledge gained from research would immediately be fed back into practice. In its development and in its implementation, this kind of system would help to build nursing science.

Computers

The implementation of a large-scale self-instructional course in medical information resources.

The implementation of library orientation and bibliographic instruction in health sciences centers presents some interesting as well as perplexing problems. The Rowland Medical Library at The University of Mississippi Medical Center had to confront and reexamine these problems when faced with the requirement to teach 298 freshman and sophomore medical students in one ten-week quarter. This paper outlines the development and implementation of a large-scale self-instructional approach to library instruction. The package consisted of an audiotape, a videotape, a written program, self-teaching quizzes, a performance test, and a student evaluation. Performance test results and student evaluation data are presented which indicate that this format can successfully be employed to meet course objectives and to be accepted by students.

Audiovisual Aids

A parallel implementation of the ALOPEX process.

Optimization techniques have found many applications in science, engineering, and industry. In all applications, the best value of a "cost function" is sought in a well-defined domain; this cost function in general depends on many parameters. An iterative optimization technique has been developed (ALOPEX) that uses feedback in order to optimize the response of a system. The cost function for this process is problem dependent and therefore quite flexible. The method has been applied successfully to different optimization problems such as pattern recognition, receptive field studies in the visual system of animals, curve fitting, etc. We present two special purpose hardware implementations for ALOPEX. The first method takes time O(logN + logm) and uses O(mN2) processing elements. The second method takes O(logN + m) time and uses O(N2) processing elements. Our basic architecture is a binary tree with N2 leaves (equal to the length of the vectors) and therefore had depth O(logN). Different implications of the two approaches will be discussed including similarities with the biological visual process.

Algorithms

The impact of economic issues on Nigerian health sciences libraries.

Economic issues are among the most important factors affecting health sciences libraries in Nigeria. These issues are influenced by the political, cultural, geographic, and demographic characteristics of the country. Significant economic issues are the dependence of the national economy on a single commodity, large foreign debt and spiraling inflation, stringent foreign exchange control measures, and inadequate realization by authorities of the role and importance of health sciences libraries. With shrinking budgets, resources, and staff, health sciences libraries can neither grow nor afford library automation. Health sciences librarians must take initiatives for cooperative activities to increase and make the most of resources, pursue nontraditional methods of fund-raising, educate authorities about the role and importance of libraries, and develop and implement a plan for the development and growth of health sciences libraries in the country.

Financing, Government

The science of public health surveillance.

Improved public health surveillance can lead to earlier implementation of prevention and control measures. Better surveillance data lead to a more rational establishment of priorities. More timely and accurate data facilitate earlier epidemic detection and control. With better surveillance data, the impact of intervention activities and other public health programs can be evaluated more accurately. In this paper we describe how to improve the science of surveillance in terms of data collection, analysis, and dissemination and its application to public health practice. We then discuss the potential benefits and costs of such efforts and suggest methods for evaluating alternative approaches. The argument for science in surveillance, on the other hand, may be subject to excess. Surveillance is not an end unto itself, but rather a tool. This tool should be refined and modified to adapt to the goals of a particular public health program. It is the development of methods to apply creative ideas to surveillance, and the rigorous assessment of the process, that will benefit from the application of scientific principles.

Data Interpretation, Statistical

Clinical instruction in medicine: a national survey.

In this paper the authors report on the medicine phase of three parallel studies undertaken to investigate clinical teaching skills in medicine, dentistry, and nursing. The intent of the overall study was to gather and assess broad-based information useful in the design and implementation of clinical teaching improvement programs in the health sciences. A 14-member consortium representing five schools each in medicine and dentistry and four in nursing collaborated by using a modified Delphi technique to resolve conflict and differences, through group judgments, in preferences to choices among educational goals and activities. Based upon an educational needs assessment, the design of the study and of the research methodology allows replication at individual institutions and provides a systematic approach for designing and implementing faculty development programs with specific skill emphasis at the clinical level.

Clinical Competence

Preliminary experiment with computerized anamnesis in gynecology and reproductive health.

The Hospital of the Faculty of Medical Sciences of the State University of Campinas is implementing an Integrated Health Care Programme, whose objectives are early detection of risk factors of several diseases and the evaluation of the patient's reproductive health at the moment of the first visit to the Hospital. The initial results of this program encouraged us to try to apply it all to our own clientele. The present lack of material resources and qualified manpower leads us to concentrate all our attention on the patient's immediate complaints. This situation indicated to us that the only way to implement the program should be by means of a computerized questionnaire able to detect diseases and risk factors early. This paper presents the preliminary results of the application of computerized questionnaires to evaluate health risks. The authors conclude: The application of a computerized questionnaire met with very favorable reception by the clientele; In some segments of the population, the questionnaire can be answered by the patients in direct interaction with the computer; Programmes which evaluate risk factors need to be carefully revised before being put to use; The system operates on a relatively low cost basis, which could bring undeniable benefits to primary health care.

Computers

Establishment of medical surveillance in industry: problems and procedures.

The establishment of standard history-taking will be discussed and will include examples of such histories developed in the clinic. The development of a protocol for performing and recording physical examinations will also be described. Special tests, such as pulmonary function and sputum cytology, will then be discussed. The integration of medical data into a data base will also be discussed with examples taken from the program in Pittsburgh. Presentation of the problems of obtaining adequate early medical information leads to the conclusion that medical surveillance programs must be integrated with industrial hygiene surveillance. The use of exposure measures to make and implement preventive medical decisions is essential until medical science provides tests with enhanced sensitivity and specificity for use in early detection of workplace disease.

Clinical Laboratory Techniques