• 제목/요약/키워드: PLS Structural Equation

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20세 이상 성인의 구강건강실천 결정요인에 관한 구조방정식 모형연구 (A Study on the Structural Equation Model for Determinants of Oral Health Practice in Adults Aged 20 Years or Older)

  • 허성은
    • 한국융합학회논문지
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    • 제8권9호
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    • pp.161-174
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    • 2017
  • 본 연구는 성인의 구강건강실천 결정요인에 관한 인과관계를 융합적으로 분석하여 성인의 구강건강증진을 위한 기초자료로 활용되고자 함이다. 연구방법은 부산 경남지역에 거주하는 성인을 대상으로 설문 조사한 자료 204부를 Smart PLS v2.0 M2 소프트웨어를 통해 연구모형을 검증하였다. 그 결과 구강건강신념 요인 중 구강병의 심각성 및 감수성과 구강관리행위의 유익성이 구강 건강 관련 자기효능감에 영향을 미치는 것으로 나타났고, 일상적 구강건강관리행위 자기효능감은 구강건강실천 전반에 유의한 영향을 미치는 것으로 나타났다. 구강건강신념 요인 중 구강병의 심각성 및 감수성과 구강병 예방행위의 유익성은 칫솔질 관련 자기효능감을 경유하여 칫솔질 습관과 구강검진 및 교육에 영향을 미치는 것으로 나타났다. 따라서 성인의 계속 구강 건강관리 프로그램 개발을 통한 구강건강신념에 대한 인식 개선과 함께 다양한 교육 매체를 개발하는 등의 전략적 노력이 이루어진다면 구강건강관련 자기효능감이 높아져 지속가능한 구강건강실천이 이루어질 것으로 기대된다.

집중치료 경험이 중환자실 생존자의 집중치료 후 증후군에 미치는 영향: PLS-구조모형 적용 (Effects of Intensive Care Experience on Post-Intensive Care Syndrome among Critical Care Survivors : Partial Least Square-Structural Equation Modeling Approach)

  • 조영신;강지연
    • 중환자간호학회지
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    • 제17권1호
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    • pp.30-43
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    • 2024
  • Purpose : Post-intensive care syndrome (PICS) is characterized by a constellation of mental health, physical, and cognitive impairments, and is recognized as a long-term sequela among survivors of intensive care units (ICUs). The objective of this study was to explore the impact of intensive care experience (ICE) on the development of PICS in individuals surviving critical care. Methods : This secondary analysis utilized data derived from a prospective, multicenter cohort study of ICU survivors. The cohort comprised 143 survivors who were enrolled between July and August 2019. The original study's participants completed the Korean version of the ICE questionnaire (K-ICEQ) within one week following discharge from the ICU. Of these, 82 individuals completed the PICS questionnaire (PICSQ) three months subsequent to discharge from hospital. The influence of ICE on the manifestation of PICS was examined through Partial Least Squares-Structural Equation Modeling (PLS-SEM). Result : The R2 values of the final model ranged from 0.35 to 0.51, while the Q2 values were all greater than 0, indicating adequacy for prediction of PICS. Notable pathways in the relationship between the four ICE dimensions and the three PICS domains included significant associations from 'ICE-awareness of surroundings' to 'PICS-cognitive', from 'ICE-recall of experience' to 'PICS-cognitive', and from 'ICE-frightening experiences' to 'PICS-mental health'. Analysis found no significant moderating effects of age or disease severity on these relationships. Additionally, gender differences were identified in the significant pathways within the model. Conclusion : Adverse ICU experiences may detrimentally impact the cognitive and mental health domains of PICS following discharge. In order to improve long-term outcomes of individuals who survive critical care, it is imperative to develop nursing interventions aimed at enhancing the ICU experience for patients.

부분최소제곱 구조방정식모형을 이용한 경기도 지역 산불 발생 요인에 대한 기상 및 수문학적 요인의 영향 분석 (Evaluating meteorological and hydrological impacts on forest fire occurrences using partial least squares-structural equation modeling: a case of Gyeonggi-do)

  • 김동욱;유지영;손호준;김태웅
    • 한국수자원학회논문집
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    • 제54권3호
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    • pp.145-156
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    • 2021
  • 우리나라와 세계 곳곳에서는 대형 산불이 빈번하게 발생하고 있으며, 이로 인한 피해가 증가하고 있다. 우리나라에서 산불은 대부분 입산자 실화, 소각 산불 등의 인위적인 원인으로 발생하지만, 기온과 습도, 풍속 등의 기상인자는 산불의 연소 환경에 큰 영향을 미친다. 본 연구에서는 최근 5년간 경기도 지역에서 발생한 산불을 바탕으로, 산불 발생에 영향을 미치는 요인으로 온도, 습도, 풍속, 강수, 가뭄 요인을 선정하여 이들 간의 인과관계를 정량적으로 평가하였다. 분석을 위한 기법으로 인과관계의 발견 및 잠재변수의 예측에 적합한 부분최소제곱 구조방정식모형을 활용하였다. 연구 모형의 평가 결과, 본 연구에서 구축한 측정모형과 구조모형은 6가지 평가기준 모두에서 통계적으로 유의한 것으로 나타났다. 영향정도를 표준화된 경로계수로 표현하면, 기상학적 요인인 습도, 온도 그리고 풍속은 산불 발생에 각각 -0.42, 0.23, 0.15만큼의 영향을 나타내며, 수문학적 요인인 가뭄은 산불 발생에 0.23만큼의 영향요인으로 작용하는 것으로 나타났다. 따라서 본 연구는 실제 적용가능한 방법으로써 산불 영향요인의 분석과 이에 대한 평가, 그리고, 산불 재난의 대응·대비 계획 수립에 활용될 수 있을 것이다.

PLS-MGA 방법론을 활용한 제도론적 관점에서의 공공제도 품질과 사용자 행태의 분석 (Analysis of Public System's Quality and User Behavior Using PLS-MGA Methodology : An Institutional Perspective)

  • 이재열;황승준
    • 산업경영시스템학회지
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    • 제40권2호
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    • pp.78-91
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    • 2017
  • In this study, we conducted a comparative study on user's perception and behavior on public system service (PSS) using institutionalism theory and MGA (multi-group analysis) methodology. In particular, this study focuses on how institutional isomorphism is applied to public system services and how MGA can be implemented correctly in a variance based SEM (structural equation model) such as PLS (partial least square). A data set of 496 effective responses was collected from pubic system users and an empirical research was conducted using three segmented models categorized by public proximity theory (public firms = 113, government contractors = 210, private contractors = 173). For rigorous group comparisons, each model was estimated by the same indicators and approaches. PLS-SEM was used in testing research hypotheses, followed by parametric and non-parametric PLS-MGA procedures in testing categorical moderation effects. This study applied novel procedures for testing composite measurement invariance prior to multi-group comparisons. The following main results and implications are drawn : 1) Partial measurement invariance was established. Multi-group analysis can be done by decomposed models although data can not be pooled for one integrated model. 2) Multi-group analysis using various approaches showed that proximity to public sphere moderated some hypothesized paths from quality dimensions to user satisfaction, which means that categorical moderating effects were partially supported. 3) Careful attention should be given to the selection of statistical test methods and the interpretation of the results of multi-group analysis, taking into account the different outcomes of the PLS-MGA test methods and the low statistical power of the moderating effect. It is necessary to use various methods such as comparing the difference in the path coefficient significance and the significance of the path coefficient difference between the groups. 4) Substantial differences in the perceptions and behaviors of PSS users existed according to proximity to public sphere, including the significance of path coefficients, mediation and categorical moderation effects. 5) The paper also provides detailed analysis and implication from a new institutional perspective. This study using a novel and appropriate methodology for performing group comparisons would be useful for researchers interested in comparative studies employing institutionalism theory and PLS-SEM multi-group analysis technique.

Exploring the Information-Sharing Intention on Social Networking Sites

  • Shu-Mei Tseng
    • Asia pacific journal of information systems
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    • 제33권2호
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    • pp.367-388
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    • 2023
  • This study aimed to examine the factors of information-sharing intention on social networking sites (SNSs) by integrating the perspectives of the institution-based trust, social presence, and theory of reasoned action (TRA). An empirical survey was conducted and 364 valid respondents were collected from Facebook (FB) users in Taiwan. These data were analyzed against the research model using the partial least squares (PLS) structural equation modeling. The findings revealed that situational normality and structural assurance have a positive influenced user trust in SNSs which in turn increased their information-sharing attitudes. Furthermore, the subjective norms, user information-sharing attitudes and social presence of the SNSs were shown to have a positive influenced on user information sharing intention. Finally, this study provided several important theoretical and practical implications to understand factors affecting information-sharing intention on SNSs.

Analyzing Management Factors on Enterprise Performance

  • Dahlgaard, Jens J.;Ciavolino, Enrico
    • International Journal of Quality Innovation
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    • 제8권3호
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    • pp.1-10
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    • 2007
  • A sample of Italian manufacturing companies was selected in order to verify the abilities and effects (relationships) of the management factors human resources, leadership and strategic planning on company performance. The Partial Least Squares (PLS) estimation method was used for analyzing the data collected, where the relationships between the management factors and performance were formalized by a Structural Equation Model (SEM). The analysis of the survey data showed unexpected result regarding the non significant direct relationship between Leadership and Performance. The effect of Leadership is obtained by an indirect relationship through Human Resources. The combination of Leadership and Human Resources has hence been identified as the management factors which have the highest impact on the performance of Italian industrial companies. Another interesting and unexpected result was that there was no significant impact of Strategic Planning on Performance. It seems that the leaders of Italian industrial companies have not understood that good strategic planning is a necessary condition for achieving excellence. So another improvement area is in fact Strategic Planning. This area should have the highest priority of any top management team and the focus should include how to establish a strong relationship between strategic planning and performance. No correlation between strategic planning and performance is a strong indication that something is wrong. It is not enough that Leadership is doing Strategic Planning-Leadership is also about studying and follow up on results in order to assure impacts on performance. This link seems to be missing in Italian industrial companies.

Measurement of a Customer Satisfaction Index for Improvement of Mobile RFID Services in Korea

  • Park, Yong-Jae;Heo, Pil-Sun;Rim, Myung-Hwan
    • ETRI Journal
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    • 제30권5호
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    • pp.634-643
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    • 2008
  • One of the ubiquitous technology fields that have received the most attention recently from technology communities worldwide is mobile radio frequency identification (RFID). Mobile handsets loaded with RFID readers enable the identification and retrieval of information on RFID tagged objects. In Korea, a variety of mobile RFID services are currently being piloted, and their commercial roll-out looks imminent. The goal of this study is to propose, ahead of the commercial launch of mobile RFID services, a customer satisfaction index (CSI) model for this service category and to then measure the CSI to derive practical implications for their providers and pointers related to the improvement of service. A web survey was conducted on Korean mobile phone subscribers who had participated in a mobile RFID pilot program. Using the results of this survey, we tested the CSI model and its hypotheses by employing a partial least-squares-based structural equation model analysis and calculated the index. We further conducted an importance-performance analysis in order to provide insights that may be useful for improving the quality of mobile RFID services.

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Information Effect on Organic Vegetable Purchase Interest through Consumer Preferences and Awareness

  • ADAWIYAH, Rabiatul;NAJIB, Mukhamad;ALI, Mochammad Mukti
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.1055-1062
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    • 2021
  • This study aims to determine the effect of consumer preferences and awareness on interest in organic vegetables. Factors observed in this study were information, consumer preferences, consumer awareness, and consumer buying interest toward organic vegetables. This research uses descriptive quantitative method. The data sampling technique uses accidental sampling method. The data was collected from respondents consisted of 100 consumers of five major retailers in the city of Bogor in Indonesia. The respondents consist of 80 female (80%), and 57 respondents are 25-34 years old (57%). In terms of education, type of job and monthly income of respondent, the sample can be categorized as middle-class segment. The data obtained were analyzed using Structural Equation Modeling with Partial Least Square (SEM-PLS). The results of this study indicate that the information obtained by consumers significantly and positively affects consumer preferences and consumer awareness of organic vegetables. Then, consumer preferences and consumer awareness significantly and positively affect the interest of consumers to buy organic vegetables. Consumer preference for organic vegetables is still considered quite low. The factors that influence the low consumer preference are the price of organic vegetables, which is more expensive than non-organic vegetables and the unattractive packaging of organic vegetables.

The Role of Islamic Business Ethics and Market Condition on Organizational Performance

  • BULDAN, Hamdi;HAMID, Edy Suandi;SRIYANA, Jaka;TOHIRIN, Achmad
    • The Journal of Asian Finance, Economics and Business
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    • 제8권1호
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    • pp.781-790
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    • 2021
  • The purpose of this study is to test empirically the effect of Islamic business ethics and market conditions on organizational performance in state-owned construction companies in Indonesia. Data collection in this study was conducted online and the total number of data used was 81 respondents, both directors, heads of departments, and managers (general and project). This study uses a partial least squares structural equation model (PLS-SEM) with a quantitative approach that aims to test hypotheses and relationships between variables, such as Islamic business ethics, market conditions, project management, organizational culture, competitive strategy, and organizational performance. This study shows Islamic business ethics has a significant direct effect on organizational performance. Market conditions do not have a direct significant effect on organizational performance. Meanwhile, the mediating variables of project management and competitive strategy have a significant direct effect on organizational performance. Organizational culture does not have a significant influence on organizational performance. Conversely, market conditions have a significant influence through the mediating variables of project management and competitive strategy on organizational performance. Besides, this study is an attempt to determine the impact of the criteria factors affecting the measurement of the performance of construction organizations in Indonesia in terms of the external environment and organizational structure.

사회적기업의 사회적·경제적 성과에 미치는 영향요인: 사회적미션, 고객지향성, 사회적네트워크, 비즈니스모델 (Factors Influencing Social and Economic Performance of Social Enterprises)

  • 김형민
    • 디지털융복합연구
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    • 제19권12호
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    • pp.1-9
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    • 2021
  • 본 연구의 목적은 사회적기업의 지속가능한 성과에 영향을 미치는 요인들의 구조적 관계를 실증적으로 규명함으로써, 사회적경제 생태계와 사회적기업 이해관계자들에게 필요한 성공전략을 제시하는 데 있다. 선행연구를 통해 사회적기업의 성과요인에 대한 가설과 연구모형을 수립하였고, 설문조사에서 수집된 92개의 표본자료를 PLS-구조방정식모델링으로 가설의 유의성을 검토하였다. 분석결과, 성과요인으로 설정된 사회적미션, 고객지향성, 사회적네트워크는 모두 사회적성과에 유의한 정(+)의 영향을 미치는 것으로 파악되었다. 그리고, 사회적성과는 사회적미션을 제외한 고객지향성과 사회적네트워크를 매개하여 경제적 성과에 유의한 (+)의 영향을 미쳤고, 이 관계를 비즈니스모델이 강화하는 것으로 나타났다. 본 연구를 통해 사회적기업 성과요인들의 구조적 영향관계를 입증했다는 이론적인 의의와 함께, 사회적기업가들에게 성장과 성과 창출을 위해 집중해야 할 요인들을 제시했다는데 실무적인 시사점을 찾을 수 있다.