• 제목/요약/키워드: Research Review

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서비스혁신 연구 동향: 국내 및 해외 주요 학술지를 중심으로 (A Review of Service Innovation Research: A Comparison of Domestic and International Research Papers)

  • 유현선
    • Asia pacific journal of information systems
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    • 제24권4호
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    • pp.577-610
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    • 2014
  • Although service innovation is not a new concept, innovation research in general tends to focus on technological innovation by manufacturing firms. With this view, innovation studies focus on product(e.g., goods) and process(e.g., product systems) innovation, ignoring service innovation and its inherent opportunities. Since major economy has been transformed to service economy, service innovation is considered a new effective way to sustain and gain a competitive advantage. Service innovation is no longer regarded merely as a side activity to product innovation; it has become a main research topic in its own right, accompanied by an increasing focus on services. While the number of service innovation studies has increased dramatically in the past 30 years in international research, few studies have been performed in domestic studies because domestic service innovation research began from the middle of 2000. In addition, there are no comprehensive literature reviews describing the evolution of service innovation research in both international and domestic studies because of the heterogeneities of service industry and multidiscipline characteristics of service innovation studies. To bridge this research gap, the purpose of this paper is to perform an extensive literature review and synthesis to enable a critical review of extant research on service innovation and trace its evolution, which will establish a foundation for further studies. By reviewing 169 articles (136 international papers; 33 domestic papers) published between 2000 and 2014 (in past 15 years), primarily in leading service, innovation and management information systems journals, this study analyzes the progression of service innovation research according to the four aspects such as number of studies, topics, methodologies and target industries. Overall, the view of service innovation has evolved, from a complement of traditional product innovation to a multidimensional, all-encompassing concept that entails several functions, both within and outside the firms. The results showed that domestic research still stays at the formation phase of service innovation studies although international research is in the maturity or multidimensional phase. We found increasing recent activities pertaining to service innovation, resulting from the increasing interest in services innovation across various industries and the links of new topics to the service innovation concept in both international and domestic studies. However, the main focus of service innovation research showed a different propensity between international and domestic studies: the former mainly focuses on a much more diversified pattern, emphasizing the linkages between service innovation and business strategy while the latter mainly focuses on the service innovation process(system) and service design. In addition, there are many case studies in domestic studies while many empirical studies in international studies. Domestic studies should increases the understanding of the interplay between service innovation and product innovation within manufacturing firms. Furthermore, rather than focusing on intrinsic distinctions between service innovation and product innovation, researchers should strive to develop and conceptualize service innovation in domestics studies. The present research also provides useful implications for practitioners. First, this study contributes to expand the current understanding of service innovation research by performing an extensive literature review. Second, tracing and comparing the progression and trends of service innovation research between international and domestic studies, this study showed the similarities and differences between them, which provide practical guidance on future research directions and research agenda. Third, this study performed literature review establishing the analysis system in the initial stage and using them to analyze articles, which is leading to explain the research review of service innovation more systematically and objectively. Finally, this study suggests the domestic researchers their future interests and topics of service innovation research.

오픈 피어 리뷰 환경에서 학술 논문 심사 결과와 영향력 지표 간의 관련성에 관한 연구 (A Study on the Relationship between the Review Results of Articles and Impact Metrics in an Open Peer Review Platform)

  • 조재인;박종도
    • 한국문헌정보학회지
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    • 제57권2호
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    • pp.79-96
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    • 2023
  • 본 연구는 대표적인 OPR(Open Peer Review) 플랫폼인 F1000Research에서 사회과학분야의 논문 585건을 대상으로 개방형 동료 심사 결과를 분석하고 피인용, 알트메트릭스와 어떠한 관련성을 보이는지 확인하였다. 더불어 논문의 활용이 피인용에 미치는 영향 관계 내에서 심사 점수가 조절효과(Moderating effect)를 나타내는지 검증함으로써, OPR 환경에서 고품질로 평가된 논문이 피인용을 촉진할 수 있는지 확인하였다. 분석 결과 첫 번째, 승인과 조건부 승인된 논문 그룹 간에 피인용 횟수에 유의미한 차이가 나타나지 않았지만, 환산된 심사 점수와 피인용 횟수는 유의한 정(+)의 상관성(r= 0.40 ~ 0.60)을 나타냈다. 두번째, 심사 점수는 알트메트릭스와도 약한 상관성을 나타내 심사자의 품질 평가 결과는 피인용과 사회적 영향을 약하게 예측할 수 있는 것으로 분석되었다. 마지막으로 심사 점수는 논문의 활용을 피인용으로 이어지게 하는데 유의한 양의 방향의 조절효과 (B=1.69, P < 0.01)를 수행하며, 조건부 효과 검사 결과 가장 고품질로 평가된 논문 집단에서 가장 큰 효과(B=11.32, 95% CI [10.57, 12.08])를 나타내는 것으로 검증되었다. 따라서 공개된 심사 결과는 연구자들의 우수 논문 선별을 도와 인용을 유도하는데 도움을 줄 수 있는 것으로 파악되었다.

설명가능한 그래프 신경망을 활용한 리뷰 콘텐츠 기반의 유용성 예측모형 (The Prediction of the Helpfulness of Online Review Based on Review Content Using an Explainable Graph Neural Network)

  • 김은미;야오즈옌;홍태호
    • 지능정보연구
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    • 제29권4호
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    • pp.309-323
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    • 2023
  • 온라인 리뷰의 역할이 중요해짐에 따라 유용한 리뷰를 선별하기 위해 많은 연구들이 이루어져 왔다. 유용한 리뷰는 고객들이 유용하다고 인지하는 리뷰이며, 평점, 리뷰길이, 리뷰내용 등에 영향을 받는 것으로 많은 연구에서 검증되었다. 유용한 리뷰는 소비자들의 투표에 의한 '좋아요' 수에 의해 결정되며 유용성 투표가 많을수록 소비자의 구매의사결정에 중요한 영향을 미치는 것으로 간주된다. 그러나 최근에 작성되어 많은 고객들에게 노출되지 않은 리뷰는 상대적으로 '좋아요' 수가 적을 수 있으며, 투표에 응하지 않아 '좋아요' 수가 없을 수도 있다. 따라서 유용한 리뷰를 판단하기 위해 '좋아요' 수에 의존하기 보다는 리뷰 내용을 기반으로 유용한 리뷰를 분류하고자 한다. 리뷰의 텍스트는 리뷰 유용성에 가장 큰 영향을 미치는 요인으로, 토픽 모델링, 감정분석 등 텍스트 마이닝 기법을 적용하여 리뷰 텍스트에 포함된 콘텐츠와 감정의 영향을 다양하게 분석하고 있다. 본 연구에서는 글로벌 영화정보 사이트인 IMDb의 영화리뷰를 활용하여 리뷰 콘텐츠 기반의 리뷰 유용성 예측모형을 제안한다. 설명가능한 그래프 신경망인 GNN(Graph Neural Network)을 적용하여 리뷰 유용성 예측모형을 구축하고, 설명가능한 인공지능을 통해 예측모형의 한계인 모형의 해석에 대한 문제를 해결한다. 설명가능한 그래프 신경망은 리뷰들 간의 연결관계도 확인할 수 있어 유용한 리뷰 또는 유용하지 않은 리뷰에 대해 보다 신뢰할 수 있는 정보를 제공할 수 있을 것이라 기대한다.

Qualitative Research in Healthcare: Necessity and Characteristics

  • Jeehee Pyo;Won Lee;Eun Young Choi;Seung Gyeong Jang;Minsu Ock
    • Journal of Preventive Medicine and Public Health
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    • 제56권1호
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    • pp.12-20
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    • 2023
  • Quantitative and qualitative research explore various social phenomena using different methods. However, there has been a tendency to treat quantitative studies using complicated statistical techniques as more scientific and superior, whereas relatively few qualitative studies have been conducted in the medical and healthcare fields. This review aimed to provide a proper understanding of qualitative research. This review examined the characteristics of quantitative and qualitative research to help researchers select the appropriate qualitative research methodology. Qualitative research is applicable in following cases: (1) when an exploratory approach is required on a topic that is not well known, (2) when something cannot be explained fully with quantitative research, (3) when it is necessary to newly present a specific view on a research topic that is difficult to explain with existing views, (4) when it is inappropriate to present the rationale or theoretical proposition for designing hypotheses, as in quantitative research, and (5) when conducting research that requires detailed descriptive writing with literary expressions. Qualitative research is conducted in the following order: (1) selection of a research topic and question, (2) selection of a theoretical framework and methods, (3) literature analysis, (4) selection of the research participants and data collection methods, (5) data analysis and description of findings, and (6) research validation. This review can contribute to the more active use of qualitative research in healthcare, and the findings are expected to instill a proper understanding of qualitative research in researchers who review qualitative research reports and papers.

침(鍼)의 근거중심적(根據中心的) 연구동향(硏究動向)에 관(關)한 고찰(考察) - Systematic review & Meta-analysis를 중심으로 - (The Review on the Evidence-Based Study of Acupuncture - Systematic review and Meta-analysis -)

  • 백용현;박동석;강성길
    • Journal of Acupuncture Research
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    • 제19권3호
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    • pp.138-155
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    • 2002
  • Objective : The purpose of this study is to work on the problems and on the direction of the study regarding the evidence-based study of Acupuncture. Methods : We reviewed the PubMed electronic database. Eight articles of systematic review without meta-analysis and six articles without meta-analysis were selected. Results : In the study of eight articles of systematic review without meta-analysis, there were two articles on effectiveness of acupuncture and one on non-effectiveness of acupuncture. Four articles were about the changes according to the quality of randomized controlled trials. Also, one article was about the side-effect of acupuncture. In the study of six articles of systematic review with meta-analysis, there were two articles on Odds Ratio, two on Relative Risk, one on number-needed-to-treat, and two on 18 predefined methodological criteria. Conclusion : As the quality of RCTs was high, positive response decreased and as the quality of RCTs was low, positive response increased. For the study of evidence-based acupuncture, it is necessary that we conduct research on well-planned placebo acupuncture, large sample size, statistical method, method of searching and assessing literature and method of meta-analysis.

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모아의 환경적 건강에 대한 출산 코호트 효과: 체계적 고찰 (Birth cohort effects on maternal and child environmental health: a systematic review)

  • 채정미;김현경
    • 여성건강간호학회지
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    • 제27권1호
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    • pp.27-39
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    • 2021
  • Purpose: This study aimed to review recent findings from birth cohort studies on maternal and child environmental health. Methods: Birth cohort studies regarding environmental health outcomes for mothers and their children were investigated through a systematic review. A literature search was conducted in PubMed, CINAHL, the Cochrane Library, Embase, and RISS to identify published studies using the keywords using a combination of the following keywords: maternal exposure, environmental exposure, health, cohort, and birth cohort. Articles were searched and a quality appraisal using the Newcastle-Ottawa Scale for cohort studies was done. Results: A review of the 14 selected studies revealed that prenatal and early life exposure to environmental pollutants had negative impacts on physical, cognitive, and behavioral development among mothers and children up to 12 years later. Environmental pollutants included endocrine disruptors, air pollution (e.g., particulate matter), and heavy metals. Conclusion: This systematic review demonstrated that exposure to environmental pollutants negatively influences maternal and children's environmental health outcomes from pregnancy to the early years of life. Therefore, maternal health care professionals should take steps to reduce mothers' and children's exposure to environmental pollutants.

The Impact of Product Review Usefulness on the Digital Market Consumers Distribution

  • Seung-Yong LEE;Seung-wha (Andy) CHUNG;Sun-Ju PARK
    • 유통과학연구
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    • 제22권3호
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    • pp.113-124
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    • 2024
  • Purpose: This study is a quantitative study and analyzes the effect of evaluating the extreme and usefulness of product reviews on sales performance by using text mining techniques based on product review big data. We investigate whether the perceived helpfulness of product reviews serves as a mediating factor in the impact of product review extremity on sales performance. Research design, data and methodology: The analysis emphasizes customer interaction factors associated with both product review helpfulness and sales performance. Out of the 8.26 million Amazon product reviews in the book category collected by He & McAuley (2016), text mining using natural language processing methodology was performed on 300,000 product reviews, and the hypothesis was verified through hierarchical regression analysis. Results: The extremity of product reviews exhibited a negative impact on the evaluation of helpfulness. And the helpfulness played a mediating role between the extremity of product reviews and sales performance. Conclusion: Increased inclusion of extreme content in the product review's text correlates with a diminished evaluation of helpfulness. The evaluation of helpfulness exerts a negative mediating effect on sales performance. This study offers empirical insights for digital market distributors and sellers, contributing to the research field related to product reviews based on review ratings.

가정 복지의 생태학적 접근 (An Ecologcial Approach to the Study of Family Welfare: A Review of Literature)

  • 윤종희
    • 대한가정학회지
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    • 제39권8호
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    • pp.93-106
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    • 2001
  • The primary purpose of the study was to review both domestic and international literature and intervention programs designed from an ecological perspective in dealing with issues on family welfare. This study cites several research evidence that indicates why an ecological model is a relevant alternative to investigate issues in family welfare. The strengths of the ecological approach and limitations of the present study were discussed. Suggestions for future research were made based on the review of literature.

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원자력발전소의 발전기차단기 설계요건 검토 (Design requirements for Generator Circuit Breaker)

  • 지문구;한성흠
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2001년도 하계학술대회 논문집 A
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    • pp.371-373
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    • 2001
  • Main functions of Generator Circuit Breaker(GCB) is cut the generator off from the main transformers and the aux. transformers when plant trip or startup. In this paper, the design requirements For GCB of nuclear power plant is examined. NRC presented the area of review, acceptance criteria and review procedures of GCB in the SRP(Standard Review Plan). In Korea, APR1400 adapted the GCB in main power system.

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효과적인 기술검토회를 위한 동료검토회 프로세스 (The Peer-Review Process for an effective Technical Review)

  • 최요철;조연옥;이재천
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2008년도 춘계학술대회 논문집
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    • pp.1333-1339
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    • 2008
  • Typically, we regularly have carried out a technical review to know a progress status and outcomes of a project to the appropriate technical plans. But during the technical review executed at a planned point of time, lots of problems; reports of an ambiguous progress status and outcomes, a discordance between opinions, and an hour's delay, have been occurred. To solve those problems an early stage, an informal reviews are executed before the formal technical review. One of the informal review is the Peer-Review. This paper is a matter of the effective and efficient Reer-Review process utilized in performing the national research and development project. Additionally, it was presented a general misunderstanding and improvement plan about the Peer-Review.

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