Purpose This study introduces information value chain analysis by identifying essential information for use in gout care management. Part I reviews the essential concepts of information value chain analysis first introduced by Porter. Part II applies the analysis to determine the information values of patient health information and explores ways in which health information technologies can be best utilized to provide that information to patients with gout.
Methods We combined value chain analysis with natural language processing and machine learning techniques to develop algorithms that can identify patients with gout flares using clinical notes. As one of the first signs that the disease was not being controlled, variables found to be associated with gout flares were considered valuable information for patients with gout.
Results The best performing model, in terms of both gout flare prediction and association identification, was the comprehensive model that not only included concepts from all stages of the value chain but also designated natural language processing concepts from every care stage as surrogate variables. Additionally, all administrative codes traditionally associated with gout and its treatment were included as surrogate outcome variables.
Conclusion This study introduced information value chain analysis and applied it to develop a computer-based method with theoretical underpinnings to identify the concepts associated with gout flares. The findings can be used as a starting point for filtering the vast amounts of information patients must go through and identifying the most valuable information for patient with gout to adequately manage their symptoms.
Purpose Information value is created by providing care for specific medical conditions. To assess the appropriate content and time of delivery, a research framework to examine information values at different stages of the care continuum is needed. This study identified essential information to recommend for different stages of Systemic Lupus Erythematosus (SLE) management. Methods Using Porter's value chain analysis, we conducted a content analysis of the research literature, clinical practice guidelines, and patient education materials in an education-enabled environment regarding patient with SLE. We also used a natural language processing technique to automatically map the essential information identified into authorized concepts in the National Library of Medicine’s Unified Medical Language Systems. Results The essential contents in the diagnosis stage pertained to a general understanding of disease manifestation such as SLE definition, pathophysiology, etiology, prognosis, and progress. The intervening stage highlights information about prominent spheres of therapeutic regimens and administration as well as diverse care providers with relevance to their specific roles. While screening information, such as self-awareness of SLE signs, is valued prior to a clinical visit, the monitoring information follows clinical visits to avoid flaring events. The key concepts identified were "butterfly rash" (C0277942), "anti-inflammatory drugs" (C0003211), "SLE" (C0024141), and "antinuclear antibodies" (C0151480). Conclusion Communication of essential information identified at appropriate care stages can increase patient knowledge and reduce anxiety levels to improve self-care.
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Application of Information Value Chain in Gout Management Maranda Russell, Sujin Kim Korean Journal of Adult Nursing.2022; 34(4): 351. CrossRef
PURPOSE This study was conducted to examine the effects of tailored supportive education on physical, psychological status and quality of life in the patients with congestive heart failure (CHF) who had not participated previously in cardiac rehabilitation program. METHODS This study was used a non-equivalent control pre-post design, conducted on 64 CHF patients under medical treatment in a hospital. The experimental group (n=31) received the tailored supportive educational program (once 1~2 days before discharge and 6 times after discharge through outpatient visits or telephone contact: once every week for the first 4 weeks after discharge and once every 2 weeks for the remaining 4 weeks). The control group (n=33) received a traditional discharge education. Data were analyzed using descriptive statistics, chi2-test, Fisher's exact test, t-test and repeated measure ANOVA using the SPSS/WIN 18.0 program. RESULTS Participants in the experimental group showed the significantly increased scores of the quality of life (F=16.01, p<.001), and the significantly decreased scores of physical function (F=7.27, p=.009), depression (F=8.25, p=.006) and anxiety (F=4.11, p=.047), when compared to those of the control group. CONCLUSION The findings indicated tailored supportive education was an effective intervention care in physical, emotional status and quality of life for CHF patients.
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PURPOSE This study investigated the effect of a structured group intervention on knowledge about lung cancer, self efficacy and quality of life for family caregivers of patients with lung cancer using a nonequivalent control group quasi-experimental design. METHODS Subjects were 11 family caregivers for both the control and the experimental group. The experimental group participated in once a week for 2-hour session for 4 weeks. Four topics of educational program were lung cancer and treatment, side effects of treatments, symptoms management, and health management. Every session consisted of lecture, sharing experiences, and meditating time. Quality of life was measured using Jang(1996)'s tool. The tools for knowledge and self-efficacy were developed by the authors. RESULTS After the intervention, the experimental group showed higher self-efficacy in caring for the patients than did the controls. However, there were no significant differences in knowledge about lung cancer and quality of life between the two groups. CONCLUSION Findings indicate that the group intervention would be effective for family caregivers of lung cancer patients.
PURPOSE The purpose of this study was to investigate the effect of nursing education using a CD ROM on the anxiety and knowledge of the patients having minor surgery. METHOD: Forty patients hospitalized in K hospital in Seoul from April to August 2002 participated in this study. In the experimental group, twenty patients received nursing education on the operational procedures and post-operational care. The control group, received conventional nursing care only. Anxiety experienced by patients was measured by Spielberger's State-Trait Anxiety Inventory, and knowledge was measured by an instrument developed by Rahe et al. The data were analyzed by SPSS statistical program. RESULTS: There were no significant differences in anxiety level between two groups. However, subjects in the experimental group were found to have significantly higher postoperative knowledge levels than those in the control group, and were very satisfied with the CD ROM program. CONCLUSION The nursing education program using CD ROM before minor surgery proved to be an effective nursing intervention to increase knowledge of patients and contribute to their self care after discharge. To decrease anxiety of the surgery, the nursing education program should be combined with supprortive emotional nursing intervention, such as touch, and massage.
PURPOSE The purpose of this study was to compare the effectiveness of a structured preoperative PCA education to that of the usual informal teaching provided by hospital staff in alleviating postoperative pain through more effective use of PCA therapy. METHOD As an advanced research, the knowledge about the use of PCA therapy and the attitude about the use of the pain medicine were estimated, and then as a later research, the knowledge about the use of PCA therapy, the attitude about the use of the pain medicine, and the score of the pain were estimated. RESULT The experimental group those who received structured preoperative PCA education had statistically significant higher knowledge regarding the use of PCA therapy(p=0.026) and more positive attitudes toward using pain medicine(p=0.004). The experimental group those who received structured preoperative PCA education reported better pain control 4(p= 0.002), 8(p=0.014) and 24 hours(p=0.018) after the operation. CONCLUSION The structured preoperative PCA education increases the knowledge for the use of patient's PCA therapy and changes their attitude toward the use of the pain medicine positively and consequently enable the use of PCA therapy to be more effective and then finally reduced the patient's pain after the operation.