• Title/Summary/Keyword: Causal knowledge

검색결과 307건 처리시간 0.026초

재택근무가 업무 생산성에 미치는 영향과 업무 특성의 조절 효과: 대규모 현장 데이터를 활용한 실증 분석 (The Productivity Impact of Working from Home and the Moderating Effect of Task Characteristics: An Empirical Investigation of Field Data)

  • 김재영;이동주
    • 아태비즈니스연구
    • /
    • 제15권1호
    • /
    • pp.113-129
    • /
    • 2024
  • Purpose - This study aims to empirically identify the quantitative effects of work from home (WFH) on employee productivity using field data. Design/methodology/approach - Based on large-scale field data from a South Korean company which introduced the WFH arrangement in 2020, we conducted fixed effect and moderating effect analyses using individual-level panel data over sixty-three weeks. Findings - The empirical analysis generated several findings. It was found that overall, WFH has a positive effect on productivity. However, the productivity impact of WFH was found to vary depending on task characteristics. Specifically, WFH led to over 20% increase in productivity for simple and repetitive tasks. On the other hand, no significant productivity impact was observed for professional and knowledge-based tasks. Research implications or Originality - As the first study based on field data from South Korea, this study offers convincing causal evidence of the moderating impact of task characteristics on the relationship between WFH and productivity. Further, the above findings provide managers with practical insights concerning their work arrangement decisions.

정성적 모델에 기초한 비교분석의 확장 기법 (An Extension Technique of Comparative Analysis based on Qualitative Model)

  • 김현경
    • 지능정보연구
    • /
    • 제12권4호
    • /
    • pp.51-60
    • /
    • 2006
  • 정성적 추론은 자연 세계에 대한 정성적, 직관적인 지식을 밝혀내어 코드화하는 목표를 갖고 연구되어 왔다. 정성적 추론은 전자, 기계 등의 도메인에서 성공적으로 사용되어 그 실효성을 입증할 수 있었으나, 대부분의 추론은 시뮬레이션에 집중되어 왔다. 본 연구에서는 주어진 상황에서 변화가 발생했을 때, 이 변화가 어떻게 영향을 미치며 파급되는지를 예측할 수 있는 정성적 비교분석 기법을 소개하고자 한다. 본 연구에서는 파라미터의 상대적인 변화의 파급만을 예측한 기존의 연구에 상대적 변화의 증가율 변화에 대한 추론을 추가하여 확장하였다. 상대적인 주어진 상황에 대한 인과모델이 정성적 분야 모델로부터 형성되고, 여기에 비교분석 추론 기법을 적용하여 변화의 연쇄적인 인과 관계를 추적하게 된다. 이러한 기법은 변화의 예측 뿐 아니라, 이런 변화를 이끌어낸 인과 관계를 설명하는 기능을 제공하게 되어, 디자인, 진단, 지능형 교육 시스템, 환경 영향평가 등에 이용되리라 기대된다.

  • PDF

영업사원의 직무성과, 직무스트레스와 이직의도 간의 인과관계에 대한 실증적 연구 - 직무교육과 전환손실의 조절역할을 중심으로 - (An Empirical Study of the Causal Relationship between Job Performance, Job Stress, and Turnover Intention of Salesperson)

  • 안광호;문충태
    • Asia Marketing Journal
    • /
    • 제11권3호
    • /
    • pp.125-149
    • /
    • 2009
  • 이 연구의 목적은 영업사원의 이직을 조장/억제하는데 영향을 미치는 요인들을 규명하는데 있다. 이를 위해 생명보험회사에 종사하고 있는 영업사원을 대상으로 실증분석을 통해 영업사원의 직무성과, 직무스트레스와 이직의도 간의 인과관계를 검증하였다. 구체적으로 직무성과와 직무스트레스가 이직의도에 미치는 영향에서 직무갈등의 매개적 효과와 직무교육 및 전환손실의 조절적 역할에 대해 검증하는데 연구의 초점을 맞추었다. 실증분석 결과 직무성과가 높을수록 직무갈등이 감소하고, 직무스트레스가 증가할수록 직무갈등도 높아지는 것으로 나타났으며, 직무갈등을 통해 이직의도에 영향을 미치는 것으로 나타났다. 직무교육과 전환손실의 조절적 역할을 분석한 결과 직무 교육을 많이 받은 영업사원이 적게 받은 영업사원에 비해 직무성과가 직무갈등에 미치는 부(-)적 효과가 더 강한 것으로 나타났지만, 직무스트레스가 직무갈등에 미치는 효과에 대해서는 직무교육이 조정적 역할을 하지 못하는 것으로 나타났다. 마지막으로 직무갈등이 이직의도에 미치는 영향에 있어 전환손실이 조절적 역할을 하는 것으로 나타났다.

  • PDF

일부 대학신입생들의 B형 간염에 대한 지식과 실천 (Knowledge and Practice of College Entrants Toward Hepatitis B)

  • 지성애;정규철;박종윤
    • Journal of Preventive Medicine and Public Health
    • /
    • 제21권1호
    • /
    • pp.31-46
    • /
    • 1988
  • In order to designate a present status necessary for establishment of preventive measures and guidelines of health education against hepatitis B in the course of secondary school education, knowledge and practice toward hepatitis B virus infection was surveyed by a questionnare method on total of 4,855 college entrants in the academic year of 1987 and analyzed the data collected using IBM PC(Trigem 88-II) with SAS package program. About two per cent of college entrants had past history of HBV infections not showing any difference between both sexes and geographical regions. About one third(33.7%) of total students had tested hepatitis B surface antigen(HBsAg), only 4% had tested hepatitis B surface antibody(HBsAb) and vaccination rate amounted to 24.6%, one fourth of total subjects. Both serological tests and vaccination were most commonly performed during adolescence, showing higher rates in female students than in male students. The rates also seemed to be higher in those from urban cities than those from rural cities. Students who had acquired correct knowledge that hepatitis B was infected by virus were amounted to 78.5% of college entrants, and remaining 21.5% had misunderstood that rickettsia, bacteria, fungi or parasites were causal agents. Female students were better aware of the causal agents than male students but there was no difference between places of growth. As for mode of transmission of HBV, 51.5% of male students and 47.7% of female students had correct knowledge. A very few student had known that fact that HBV was transmitted by body fluids such as tear(6.9%), nasal discharge(10.1%) and semen or vaginal secretion(19.2%) and majority(75%) of students had misunderstood that hepatitis B virus would be transmitted per os through food ingestion. Approximately one half(48.9%) of college entrants had knew correctly whom to be vaccinated. Approximately one half of the students knew that hepatr;ma(57.8%) and liver cirrhosis(57.4%) might complicate with hepatitis B virus infection, whereas 12.0% of the students responded that bronchitis was one of the complications of hepatitis B infection. In summary of the above results, we highly recommend that health education program for eradication of hepatitis B virus infection should be introduced in curricula of secondary school education in this country.

  • PDF

전통시장 상인회의 조직특성이 사회적 자본과 상인회 조직성과에 미치는 영향 (Impact of Organizational Characteristics of Merchant Associations on Social Capitals and Organizational Performance of Traditional Markets)

  • 김민숙;신택수
    • 지식경영연구
    • /
    • 제17권4호
    • /
    • pp.27-56
    • /
    • 2016
  • Korean traditional markets have been struggling of late as big-sized superstores and SSM(Super Supermarkets) are thriving in the market. They have therefore upgraded their facilities and undertaken management modernization actively to overcome the threat to traditional markets and ensure their competitiveness; however, the effect does not appear to be verifiable. The purpose of this study is to analyze the impact of the organizational characteristics of the traditional market merchant association on social capital and organizational performance. In other words, this paper investigates a merchant association's organizational characteristics in terms of the modernization of business activities of the traditional markets and the influence on their social capital and organizational performance. This study analyzes the traditional market by evaluating the impact of these factors. This study consists of four hypotheses: The first hypothesis relates to the causal relationship between the characteristics of a merchant association and social capital. The second and third hypotheses, respectively, relate to the causal relationships between the social capital of a merchant association and the merchant's satisfaction and that between the social capital of a merchant association and organizational commitment. The last hypothesis relates to the relationship between the organizational commitment of a merchant association and the merchant's satisfaction. This study conducts a reliability and validity analysis of the above factors and analyzes the causal relationships between them by using the PLS(Partial Least Squares) path model as one of the structural equation models. The results of the empirical analysis are summarized as follows: First, the organizational characteristics of the traditional market merchant association have a significant influence on social capital. However, only two sub-hypotheses are not significant; these insignificant hypotheses relate to the relationship between a merchant's entrepreneurship and structural capital and that between a merchant's entrepreneurship and cognitive capital. Second, the social capital of a merchant association influences organizational commitment significantly. Third, the relationship between the social capital of a merchant association and the merchant's satisfaction is mostly significant. However, one of the sub-hypotheses, that is, the relationship between relational capital and a merchant's satisfaction is not exceptionally significant. Lastly, the organizational commitment of a merchant association affect the merchant's satisfaction significantly. Through our extensive study, this paper found that a merchant association's organizational characteristics of the traditional market significantly affect social capital, organizational commitment, and satisfaction through the mediation of social capital. Therefore, in order to activate the key traditional market, an understanding of organizational characteristics and social capital is primarily required. Systematic management and investment pertaining to these two factors will be the first consideration for revitalizing traditional markets.

공공기술창업의 경제적 파급효과 분석 연구 (A Study on the Economic Impact of Public Technology Startup)

  • 전지은;윤정섭
    • 지식경영연구
    • /
    • 제24권2호
    • /
    • pp.87-115
    • /
    • 2023
  • 본 연구는 대학 및 출연연의 기술 기반 창업(공공기술창업)의 현황을 살펴보고, 매출 및 고용 간의 인과관계를 밝히는 것을 목표로 한다. 공공기술창업 정부지원 및 민간투자, 매출, 고용의 실태가 열악하여 통계적으로 일반화하기는 어려웠지만, 이들 중에서 고성장기업(매출 및 고용이 모두 높은 기업), 잠재적 성장 기업(매출 또는 고용 중 하나가 높은 기업), 이외의 기업(모두 수준이 낮은 열악한 기업)으로 분류할 수 있었다. 공공기술창업의 정부지원 및 민간투자유치, 매출 및 고용 간의 인과관계를 파악하고, 각 요소가 효과를 발휘하기까지 소요되는 시간을 추정하기 위하여 작은 규모의 공공기술창업 기업을 대상으로 패널 벡터자기회귀모형(Panel VAR)를 적용하여 분석하였다. 그 결과 공공기술창업 기업의 성과창출 매커니즘은 정부지원/민간투자와 같은 외부 투자는 고용과 상호 인과하는 반면, 매출은 고용을 인과하지 않고, 고용이 매출을 인과하였다(정부지원 및 민간투자 ⇄ 고용 → 매출). 즉, 고용이 공공기술창업에 있어 성과를 매개하는 중요한 역할을 하는 것으로 나타났다. 또한 민간투자가 정부지원보다 고용과 매출을 단기적으로 향상시키는 효과가 있었으며, 고용이 우수한 기업이 정부지원 및 민간투자를 유치할 수 있다는 점을 보였다. 본 연구의 결과는 학술적으로는 기존 연구가 성과에 영향이 있는지를 보이는 것에 그쳤던 점을 성과창출의 과정을 실증적으로 밝혔다는 점에서 의미가 있다. 또한 정부는 인재지원과 같은 '고용' 요소를 보다 중요하게 고려하여 효과적인 정책 추진이 필요하다는 시사점을 제시함으로써 정책적 기여가 있다.

Knowledge, Attitude and Practice Concerning Human Papilloma Virus Infection and its Health Effects among Rural Women, Karnataka, South India

  • Sabeena, Sasidharanpillai;Bhat, Parvati V;Kamath, Veena;Aswathyraj, Sushama;Arunkumar, Govindakarnavar
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제16권12호
    • /
    • pp.5053-5058
    • /
    • 2015
  • Background: Cervical cancer is one of the commonest cancers among women all over the world. The association of cervical cancer with human papilloma virus (HPV) is well established. Knowledge about the causal relationship between HPV and cervical cancer is important to make appropriate, evidence-based health care choices. In this context we conducted a community based study among women about the knowledge, attitude and practice about HPV infections and their health effects. Materials and Methods: A cross sectional interview based house to house survey was conducted with a validated data collection tool covering sociodemographic factors, knowledge, attitude and practice about HPV and its health effects, among 1020 women from a rural village, Perdoor, in Udupi district, Karnataka, India in 2013-14. Results: The mean age of participants was 38.9 years (SD=12.6). Study participants showed a high literacy rate (85.7%). Only 2.4% of sexually exposed women had undergone Pap smear testing. Partners of 4.4%women had undergone circumcision and they belonged to the Muslim community. Male condom usage was reported by 26 women (2.6%). However, none of the participants had heard of HPV and its health effects. Conclusions: This community based study found complete ignorance about HPV among rural South Indian women in spite of a high literacy level.

과학적 가설 지식의 생성 과정에 대한 바탕이론 (A Grounded Theory on the Process of Generating Hypothesis-Knowledge about Scientific Episodes)

  • 권용주;정진수;강민정;김영신
    • 한국과학교육학회지
    • /
    • 제23권5호
    • /
    • pp.458-469
    • /
    • 2003
  • 이 연구는 과학적 가설 지식의 생성 과정을 귀납적으로 기술하구 분석하여 하나의 바탕이론을 제시하고자 하였다. 이것을 위해 과학적 현상의 원인을 설명하는 과제를 피험자들에게 제시하고, 피험자들이 과제를 해결하는 과정에서 표상한 지식과 사고 유형을 발성 사고법과 심층면접을 통해 프로토콜로 생성하게 한 후, 이것에서 규칙성을 찾아 귀납적으로 기술하는 연구 방법을 이용하였다. 이 연구의 결과는 가설 지식 생성 과정에서 의문상황, 가설적 설명자, 경험상황, 원인적 설명자, 최종가설지식 등 5가지의 중간적 지식들이 생성됨을 보여주었다. 또, 지식 탐색, 의문상황과 경험상황 비교, 설명자 차용, 설명자 조합, 설명자 선택, 설명자 확인 등 6가지 유형의 사고가 가설 지식 생성에 관여한다는 것도 보여주었다. 또한 과학적 가설 지식은 '의문상황${\righallow}$경험상황${\righallow}$원인적 설명자${\righallow}$가설적 설명자${\righallow}$가설' 순으로 중간적 지식들의 표상되는 과정을 통해 생성되며, 이러한 과정은 귀추적 추론 뿐만 아니라 귀납과 연역 추론도 함께 관여하는 복잡한 사고 과정임을 보여주었다.

정보체계 탐구.평가의 철학적 분석 모델과 그 방법론적 활용: 비판 실재론적 접근 (A Study on the Philosophical Analysis Model and its Methodological Application of Information Systems Research.Evaluation - A Critical Realist Approach -)

  • 고창택
    • 한국정보시스템학회지:정보시스템연구
    • /
    • 제16권4호
    • /
    • pp.131-155
    • /
    • 2007
  • The purpose of this thesis is to study on the philosophical analysis model and its methodological application of information systems research evaluation from critical realist perspective. Fist of all, I examine ontological epistemological methodological assertions of critical realism. Because the philosophy of critical realism is an opportunity for information systems study. I examine Dobson and Mutch's critical realist perspective on actors-structure model. I suggest a critical realist actors-praxis-structure model. This model provides the potential for a new approach to social investigations in its provision of an ontology for the analytical separation of structure and agency. Of most importance might be the incorporation of non-humans into the analysis of social interaction and of technology into the elaboration of structures. I also examine Tsoukas's critical realistic meta-theory of management. I suggest a critical realist IS management model. This model elucidate the nature of management and delineate the scope of applicability of various perspectives on management. The causal powers of management reside in the real domain and, taken together, their logics are contradictory, the effects of their contradictory composition are contingent upon prevailing contingencies. I analyze Carlsson's theory of design knowledge. His framework builds on that the aim of IS design science research is to develop practical knowledge for the design and realization of different classes of IS initiatives, where IS are viewed as socio-technical systems and not just IT artefacts. The framework proposes that the output of IS design science research is practical IS design knowledge in the form of field-tested and grounded technological rules. The IS design knowledge is developed through an IS design science research cycle. In conclusion, I think that IS actors-praxis-structure model, meta-theoretical IS management model, and IS design knowledge model according to critical realistic approach are very useful for IS research evaluation. Nevertheless, important problems are left not resolved.

  • PDF

개인 창의성이 지식공유와 혁신행동에 미치는 영향: 유통업 종사자를 중심으로 (The Effect of Personal Creativity on Knowledge Sharing and Innovation Behavior: Focused on Retail Workers)

  • 이준표;박계홍
    • 유통과학연구
    • /
    • 제17권10호
    • /
    • pp.93-105
    • /
    • 2019
  • Purpose - First, empirical research will reveal how personal creativity affects the knowledge sharing and innovation behaviors of organizational members. Second, self-management competency will be verified to explain the causal relationship between independent and dependent variables as a mediating variable and to reduce the time interval. Research design, data, and methodology - There are two major research models. First, personal creativity (professionalism, emotional intelligence, internal motivation) has a positive impact on knowledge sharing (creation of knowledge, organization of knowledge, use of knowledge) and innovation behavior (deriving ideas, implementing ideas, promoting ideas). Second, self-management competency (intellectual capacity, emotional capacity, personality capacity) plays a mediating role. In addition to descriptive statistics and correlation analysis, Cronbach's α was calculated for 259 workers in the retail industry. In addition, confirmatory factor analysis was performed using the AMOS 24.0 program, and the influence on the measurement model was analyzed to verify the structural equation model. Results - First, personal creativity had a positive effect on knowledge sharing and innovation behavior. In other words, it was confirmed that the decision-making process accompanied by individual creativity can create an atmosphere of knowledge sharing and continue to innovate. Second, personal creativity had a positive effect on self-management competency, and self-management competency had a positive effect on knowledge sharing and innovation behavior. Third, self-management competency was found to partially mediate the influence of personal creativity on knowledge sharing and innovation behavior. Conclusions - First, it is important for managers to recognize the value of creative talents who can be a fundamental source of organizational success and competitive advantage, and to attract talented people. Second, managers should be able to develop decision-making processes to develop potential creativity and encourage creative ideas, opinions, or solutions when organizing the work environment of their members. Third, managers should promote the sharing and integration of new knowledge that underlies the creative views and attitudes of teams and organizational members. Unlike previous studies, which emphasize the role of the work environment in which creative behaviors are promoted, this study shows that creativity of individual members, itself, is an important determinant of knowledge sharing and innovation behavior.