• 제목/요약/키워드: Recommendations

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브랜드 명성과 사회비교경향성이 AI 추천 제품의 브랜드 태도 및 구매의도 미치는 영향연구 (The Effects of Brand Repuration and Social Comparison on Consumers' Brand Attitude and Purchase Intention of a Product Recommended by AI)

  • 이성미
    • 스마트미디어저널
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    • 제13권1호
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    • pp.67-75
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    • 2024
  • 최근 검색사이트의 인공지능 기반 제품 추천 서비스의 도입이 늘어나고 있는 추세이다. 본 연구는 인공지능 기반 제품 추천에 대한 소비자의 반응 및 광고효과를 이해하고자 브랜드의 특성과 소비자 성향에 따라 AI 상품추천에 대한 소비자의 반응이 어떻게 달라지는지 연구하였다. 본 연구는 대학생을 대상으로 실험연구를 진행하였으며 브랜드 명성(높음 vs.낮음)과 비교성향수준(높음 vs.낮음)이 AI가 추천한 상품의 브랜드태도 및 구매의향에 미치는 영향을 검증하였다. 본 연구 결과 브랜드 명성과 비교성향 수준은 AI가 추천한 상품의 브랜드 태도에 영향을 미치는 것으로 나타났다. 본 연구의 결과는 AI 상품추천 서비스에 대한 소비자의 반응을 보다 세부적으로 이해하고 효과에 영향을 미치는 잠재적 요인들을 검증하였으며 AI를 활용한 서비스 전략 수립에 유용한 시사점을 제공하는 데 의의가 있다.

수용개작방법을 활용한 간헐도뇨 간호실무지침 개발 (Development of Nursing Practice Guideline on Intermittent Urinary Catheterization by Using Remake Process)

  • 정인숙;정재심;서현주;홍은영;박경희;정영선;최은경;권경민;유양숙;이연희
    • 임상간호연구
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    • 제22권3호
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    • pp.285-293
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    • 2016
  • Purpose: The purpose of this study was aimed to develop evidence-based nursing practice guideline for preventing intermittent urinary catheterization (IUC) related complications using guideline remake process. Methods: Guideline remake process was conducted according to guideline adaptation manual developed by Gu et al (2012) which consisted of three main phases and 9 modules including a total of 24 steps. Results: Newly developed IUC guideline consists of introduction, overview of intermittent catheterization, summary of recommendations, recommendations, references, and appendices. There were 50 recommendations in 5 sections including assessment, equipments, catheterization, complications management, and education/consult. Three recommendations (6%) were graded A, and five (10%) and 41 recommendations(82%) were B and C, respectively. Conclusion: The IUC remade-guideline was developed based on evidence-based nursing and therefore, this guideline is recommended to be disseminated and utilized by nurses nationwide to improve the quality of care for IUC and to decrease the IUC related complications.

정맥주입요법 간호실무지침 개정 (Updates of Nursing Practice Guideline for Intravenous Infusion)

  • 구미옥;조용애;은영;정인숙;김현림;윤희숙;김은현;윤지현;장희경
    • 임상간호연구
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    • 제23권3호
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    • pp.361-375
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    • 2017
  • Purpose: This study was conducted to update the existing nursing practice guideline for intravenous infusion guidelines according to the evidence-based practice guideline in South Korea. Methods: Guideline update process was performed using 22 steps according to the manuals developed by NICE and SIGN. Results: Updated nursing practice guidelines for the intravenous infusion were consisted of 23 domains and 322 recommendations. The number of recommendations in each domain were 4 for general instruction, 12 for vascular access device selection, 20 for site selection, 9 for insertion, 54 for stabilization, 21 for maintaining patency, 4 for blood sampling, 33 for exchange and removal, 28 for add-on device selection, 28, 72 for infusion related complications, 56 for infusion therapies, 7 for education, and 2 for documentation and report. There were 15.9% of A, 30.2% of B, 53.9% of C in terms of grade recommendations. A total of 178 (51.6%) recommendations were newly developed and 24 previous recommendations have been deleted. Conclusion: Updated nursing practice guideline for intravenous infusion was expected to be an evidence-based practice guideline for intravenous infusion in South Korea. This guideline is suggested to be disseminated to clinical nursing settings nationwide to improve the efficiency of intravenous infusion practice.

Trends in adherence to dietary recommendations among Korean type 2 diabetes mellitus patients

  • Park, Kyong
    • Nutrition Research and Practice
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    • 제9권6호
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    • pp.658-666
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    • 2015
  • BACKGROUND/OBJECTIVES: The current study examined trends in adherence to dietary recommendations and compared the levels of adherence between diagnosed and undiagnosed subjects with type 2 diabetes mellitus (T2DM) in Korea over the past 14 years. SUBJECTS/METHODS: Data were collected from the 1998-2012 Korea National Health and Nutrition Examination Surveys (KNHANES). Diagnosed diabetes was defined as giving a positive response to questions about awareness of the disease, a physician's diagnosis of diabetes, or medical treatment for diabetes, whereas undiagnosed diabetes was defined as having a fasting glucose level ${\geq}126mg/dl$. Assessment of adherence level was based on 6 components of dietary guidelines, considering meal patterns and intake levels of calories, carbohydrates, vegetable/seaweed, sodium, and alcohol. The participants received 1 point if they met the criteria for each of the 6 components, and the total possible score ranged from 0 to 6 points. Multivariate generalized linear regression was performed, taking into account the complex survey design. RESULTS: Among all diabetic patients aged 30 years or older, the proportion of diagnosed diabetes increased dramatically, from 40.9% in 1998 to 75.9% in 2012 (P for trend < 0.001). The overall adherence levels to dietary recommendations were low and did not significantly differ between diagnosed and undiagnosed subjects with T2DM for all survey years. Several improvements were observed, including increased adherence to maintaining sufficient vegetable/seaweed consumption (increased from 0.12 to 0.16 points) and limiting sodium intake (increased from 0.12-0.13 points to 0.19-0.24 points; P for trend < 0.001), while adherence to maintaining moderate alcohol consumption decreased. CONCLUSIONS: Analysis of data collected by the KNHANES indicates that Korean T2DM patients have poor adherence to dietary recommendations and maintenance of a healthy lifestyle, regardless of disease awareness. This finding suggests that development of practical, evidence-based guidelines is necessary and that provision and expansion of educational programs for T2DM patients is critical after diagnosis.

연관규칙 분석에 기초한 POS 데이터 분석 시스템 (POS Data Analysis System based on Association Rule Analysis)

  • 안경찬;문창배;김병만;신윤식;김현수
    • 한국산업정보학회논문지
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    • 제17권5호
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    • pp.9-17
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    • 2012
  • 현재 전자상거래를 통한 상품추천 서비스가 많이 연구 되고 서비스되어지고 있다. 정보기술의 발달로 소규모 상점에서도 POS가 많이 보급되어 있지만 전자상거래에 비해 상품추천 서비스가 많이 이뤄지고 있지 않는 실정이다. 이러한 맥락에서 본 연구에서는 데이터마이닝 알고리즘을 POS 판매데이터에 접목하여 연관분석을 이용한 상품추천서비스 시스템을 구현하였다. 또한, 본 연구에서는 기존에 없는 서비스인 소멸규칙 및 새로운규칙, 상승 및 하향규칙을 제안하였다. 상품판매데이터를 이용하여 연관 분석한 결과는 고객에게 적용하여 상품추천서비스를 가능하게 하고 이와 더불어 소멸규칙 및 새로운규칙, 상승 및 하향규칙을 파악하여 경영자에게 경영 의사결정 정보로 제공해 주어 고객의 요구 변화에 신속한 대응이 가능하도록 하였다.

의사들의 암 조기검진 권고 실태 분석 - 위암, 자궁경부암, 유방암을 중심으로 - (Analysis of Cancer Screening Recommendations by Physicians for Various Types of Cancer)

  • 박용문;염근상;구정완;임현우;이강숙;김훈교;이원철
    • Journal of Preventive Medicine and Public Health
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    • 제33권1호
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    • pp.99-108
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    • 2000
  • Objectives : The purpose of this study was to examine the present status of cancer screening recommendations(beginning age, interval, recommended screening methods, etc.) by physicians and analyze the association between physician's characteristics and the content of their recommendations. Methods : Data were collected from March 1 to April 30 of 1997, and 373 physicians who were from different hospital settings all over Korea were interviewed by telephone about their screening recommendations for stomach, cervical and breast cancer for these who provided cancer screening services. Results : For stomach cancer screening, respondents recommended that cancer screening begin at 40 years of age(57.8%), with a 1 year interval(77.2%), and by gastrofibroscopy (86.2%). For cervical cancer screening, respondents recommended that cancer screening begin at 25 years of age(42.0%), with a 1 year interval(67.8%), and by using a Pap smear(100.0%). For breast cancer screening, respondents recommended that cancer screening begin at 35 years of age(38.7%), with a 1 year interval(57.3%), and by mammography (97.3%). Conclusions : To establish appropriate cancer screening recommendations for Korea, if may be useful to consider the above results concerning medical care providers.

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근거기반 구강간호 실무지침 개정 (Updates of Nursing Practice Guideline for Oral Care)

  • 조용애;이선희;김경숙;임효민;김태희;최미영;서현주;박효선;왕금현;김찬희;최희경
    • 임상간호연구
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    • 제26권2호
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    • pp.141-153
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    • 2020
  • Purpose: This study aimed to update the previously published nursing practice guideline for oral care. Methods: The guideline were updated according to the manuals developed by National Institute for Health and Care Excellence (NICE) and Scottish Intercollegiate Guidelines Network (SIGN), and a Handbook for Clinical Practice Guideline Developer Version 1.0. Results: Updated nursing practice guideline for oral care was consisted of 10 domains and 79 recommendations. The number of recommendations in each domain were: 5 general issues, 2 oral care indications, 9 oral assessment, 16 general oral care, 12 oral care for critically ill patients, 16 oral care for cancer patients, 12 oral care for cancer patients with oral complications, 5 oral care education, 1 oral care referral, and 1 documentation and report. In terms of grades for recommendations, 11.4% was grade A, 17.0% was grade B, and 68.2% was grade C. Twelve new recommendations were developed and 7 previous recommendations were deleted. Conclusion: Updated nursing practice guideline for oral care is expected to serve as an evidence-based practice guideline for oral care in South Korea. It is recommended that this guideline be spread to clinical nursing settings nationwide to improve the effectiveness of oral care practice.

경장영양 간호실무지침 개정 (Updates of Nursing Practice Guideline for Enteral Nutrition)

  • 조용애;구미옥;은영;유미;김정연;이현희;민자경;송정미
    • 임상간호연구
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    • 제26권1호
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    • pp.10-25
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    • 2020
  • Purpose: The purpose of this study was to update the previously developed nursing practice guideline for enteral nutrition (EN). Methods: The guideline update was done in 22 steps using standardized methodology for nursing practice guidelines. Results: The updated EN guideline consisted of 16 domains and 228 recommendations. The domains and number of recommendations in each domain were for IDSA (Infectious Diseases Society of America): 8 on general instruction, 9 on general instruction for special nutrition, 9 on general instruction for EN, 3 on assessment of EN, 10 on access to EN, 18 on EN device insertion, 16 on selection and preparation of nutritional supplements, 46 on administration and stopping EN, 22 on maintenance and management of EN, 9 on monitoring EN, 16 on prevention and management of complications of EN, 18 on medication administration, 20 on EN in various situations, 20 on prevention of errors, 1 on nursing education, and 3 on nursing documentation. For the levels of evidence, there were 9.7% for level I, 13.1% for level II, 62.5% for level III and 1.1% for GRADE (Grading of Recommendations Assessment, Development and Evaluation): 3.3% for low, 0.8% for moderate, 9.3% for very low. A total of 133 recommendations were newly developed and 10 previous recommendations were modified. Conclusion: This updated EN nursing practice guideline can be used to enhance evidence-based practice in fundamentals of nursing practice and it should be disseminated to nurses nationwide in order to improve the efficiency of EN practice.

낙상위험요인 평가 및 낙상예방활동 임상진료지침 (Clinical Practice Guideline for Assessment and Prevention of Falls in Adult People)

  • 천자혜;김현아;곽미정;김효선;박선경;김문숙;최애리;황지인;김윤숙
    • 한국의료질향상학회지
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    • 제24권2호
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    • pp.41-61
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    • 2018
  • Purpose: Falls are one of the most frequent health events in medical institutions, however, they can be predicted and prevented. The Quality Improvement Nurse Society clinical practice guideline Steering Committee developed the Clinical Practice Guideline for the assessment and prevention of falls in adult people. The purpose of this study was to assess the risk factors for falls in adults aged 19 years and older, to present an evidence for preventing falls, formulate a recommendations, and indicators for applying the recommendations. Methods: This clinical practice guideline was developed using a 23-step adaptation method according to the Handbook for clinical practice guideline developer (version 1.0) by National Evidence-based Healthcare Collaborating Agency. Evidence levels and recommendation ratings were established in accordance to SIGN 2011 (The Scottish Intercollegiate Guidelines Network). Results: The final 15 recommendations from four domains were derived from experts' advice; 1) assessment of risk factor for falls in adult 2) preventing falls and reducing the risks of falls or falls-related injury 3) management and reassessment after a person falls 4) leadership and culture. Conclusion: This clinical practice guideline can be used as a basis for evaluation and prevention of fall risk factors for adults, to formulate recommendations for fall risk assessment and fall prevention, and to present monitoring indicators for applying the recommendations.

Associations of physical activity with gut microbiota in pre-adolescent children

  • Santarossa, Sara;Sitarik, Alexandra R.;Johnson, Christine Cole;Li, Jia;Lynch, Susan V.;Ownby, Dennis R.;Ramirez, Alex;Yong, Germaine LM.;Cassidy-Bushrow, Andrea E.
    • 운동영양학회지
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    • 제25권4호
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    • pp.24-37
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    • 2021
  • [Purpose] To determine whether physical activity (PA), primarily the recommended 60 minutes of moderate-to-vigorous PA, is associated with gut bacterial microbiota in 10-year-old children. [Methods] The Block Physical Activity Screener, which provides minutes/day PA variables, was used to determine whether the child met the PA recommendations. 16S rRNA sequencing was performed on stool samples from the children to profile the composition of their gut bacterial microbiota. Differences in alpha diversity metrics (richness, Pielou's evenness, and Faith's phylogenetic diversity) by PA were determined using linear regression, whereas beta diversity (unweighted and weighted UniFrac) relationships were assessed using PERMANOVA. Taxon relative abundance differentials were determined using DESeq2. [Results] The analytic sample included 321 children with both PA and 16S rRNA sequencing data (mean age [SD] =10.2 [0.8] years; 54.2% male; 62.9% African American), where 189 (58.9%) met the PA recommendations. After adjusting for covariates, meeting the PA recommendations as well as minutes/day PA variables were not significantly associated with gut richness, evenness, or diversity (p ≥ 0.19). However, meeting the PA recommendations (weighted UniFrac R2 = 0.014, p = 0.001) was significantly associated with distinct gut bacterial composition. These compositional differences were partly characterized by increased abundance of Megamonas and Anaerovorax as well as specific Christensenellaceae_R-7_group taxa in children with higher PA. [Conclusion] Children who met the recommendations of PA had altered gut microbiota compositions. Whether this translates to a reduced risk of obesity or associated metabolic diseases is still unclear.