• 제목/요약/키워드: kappa values

검색결과 262건 처리시간 0.025초

Reliability of a Newly Developed Tool to Assess and Classify Work-related Stress (TAWS-16) for Indian Workforce

  • Gautham Melur Sukumar;Runalika Roy;Mariamma Philip;Gururaj Gopalkrishna
    • Journal of Preventive Medicine and Public Health
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    • 제56권5호
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    • pp.407-412
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    • 2023
  • Objectives: Work stress is associated with non-communicable diseases, increased healthcare costs, and decreased work productivity among employees in the information technology sector. There is a need for regular work-stress screening among employees using valid and reliable tools. The Tool to Assess and Classify Work Stress (TAWS-16) was developed to overcome limitations in existing stress assessment tools in India. This study aimed to test the reliability of TAWS-16 in a sample of managerial-supervisory employees. Methods: This observational reliability study included data from 62 employees. Test-retest and inter-method reliability were investigated using a TAWS-16 web application and interview by telephone, respectively. Kappa values and intra-class correlation coefficients were calculated. Internal consistency was assessed through Cronbach's alpha. Results: For both test-retest and inter-method reliability, the agreement for both work-related factors and symptoms suggestive of work stress exceeded 80%, and all kappa values were 0.40 or higher. Cronbach's alpha for test-retest and inter-method reliability was 0.983 and 0.941, respectively. Conclusions: TAWS-16 demonstrated acceptable reliability. It measured stressors, coping abilities, and psychosomatic symptoms associated with work stress. We recommend using TAWS-16 to holistically identify work stress among employees during periodical health check-ups in India.

Numerical analyses of soil-mat foundation and space frame system

  • Daniel Thangaraj, D.;Ilamparuthi, K.
    • Interaction and multiscale mechanics
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    • 제5권3호
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    • pp.267-284
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    • 2012
  • In most of the design offices, analysis of the frame is carried out without considering the effect of the rigidity of mat. The analysis of the superstructure without modelling the foundation properly and conversely analysing the foundation system without considering the stiffness of the superstructure may mislead the estimation of the forces. This paper examines the parameters, which affect the interaction and they are grouped into relative stiffness factors ${\kappa}_{rs}$ and ${\kappa}_{sb}$. An interaction analysis is performed for the five storeyed space frame of 3 bays ${\times}$ 5 bays, using ANSYS finite element code. The soil was treated as an isotropic, homogenous and elastic half space medium and the following conclusions were drawn from the analyses. The differential settlement is reduced due to interaction and the performance of the mat depends on ${\kappa}_{sb}$ values. The moments $M_x$ and $M_y$ in the corner column at all the storey levels are higher in the case of the interaction analysis than in the conventional analysis. The axial forces in the peripheral columns increased and to that extent, the inner column axial loads are reduced. In the beam, more variation is seen in the support moments than in the span moments.

Numerical and experimental simulation of the wind field in the EXPO '98 area

  • Ferreira, A.D.;Sousa, A.C.M.;Viegas, D.X.
    • Wind and Structures
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    • 제1권4호
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    • pp.337-349
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    • 1998
  • A numerical and experimental study was performed for the wind flow field in one area, comprising a group of several pavilions separated by passageways, of the EXPO '98 - a World Exposition (Lisbon, Portugal). The focus of this study is the characterization of the flow field to assess pedestrian comfort. The predictions were obtained employing the Reynolds averaged Navier-Stokes equations with the turbulence effects dealt with the ${\kappa}-{\varepsilon}$ RNG model. The discretization of the differential equations was accomplished with the control volume formulation in a Cartesian coordinate system, and an advanced segregated procedure was used to achieve the link between continuity and momentum equations. The evaluation of the overall numerical model was performed by comparing its predictions against experimental data for a square cylinder placed in a channel. The predicted values, for the practical geometry studied, are in a good agreement with the experimental data, showing the performance and the reliability of the ${\kappa}-{\varepsilon}$ RNG model and suggesting that the numerical simulation is a reliable methodology to provide the required information.

냉동생지 제조시 검류의 첨가가 반죽특성에 미치는 영향 (Effect of Gums on the Characteristics of the Dough in Making Frozen Dough)

  • 이종민;이명구;이시경;조남지;차욱진;박정길
    • 한국식품과학회지
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    • 제32권3호
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    • pp.604-609
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    • 2000
  • 냉동반죽 제조시 xanthangum, guargum, ${\kappa}-carrageenan$을 반죽에 각각 첨가하여 12주 동안 냉동저장 하면서 이들이 반죽의 품질에 미치는 영향을 파리노그램, 익스텐소그램, 아밀로그램 등의 리올로지 특성과, pH 변화, 반죽의 물리적 구조를 통하여 비교검토하여 냉동반죽의 동해방지제로서의 가능성을 조사하였다. 검류 첨가가 반죽의 리올로지 특성에 비치는 영향을 조사한 결과 파리노그램 특성중 검류 첨가 반죽의 수분 흡수율, 반죽형성시간, 기계적 내성이 대조구에 비하여 증가하였다. 익스텐소그램 특성중 검류 첨가 반죽의 저항도는 크게 증가하였고 신장도는 대조구와 같아 R/E 비율은 대조구에 비해 증가하였다. 아밀로그램 특성중 호화개시온도는 대조구가 $59.5^{circ}C$이었으며, 검류 첨가 반죽이 $58^{circ}C$ 나타나 대조구의 호화개시 온도가 높았으나, 최고점도는 대조구가 550 B.U, xanthangum guargum, ${\kappa}-carrageenan$ 첨가반죽이 각각 690, 780, 760 B.U를 보여 검류첨가 반죽의 최고 점도가 높았다. ${\kappa}-carrageenan$ 및 xanthangum 첨가 반죽의 pH는 대조구에 비하여 냉동 저장 기간중 낮게 나타나 냉동 저장중 반죽의 냉동장해를 적게 받은 것으로 나타났다.

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COMPLETE PROLONGATION AND THE FROBENIUS INTEGRABILITY FOR OVERDETERMINED SYSTEMS OF PARTIAL DIFFERENTIAL EQUATIONS

  • Cho, Jae-Seong;Han, Chong-Kyu
    • 대한수학회지
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    • 제39권2호
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    • pp.237-252
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    • 2002
  • We study the compatibility conditions and the existence of solutions or overdetermined PDE systems that admit complete prolongation. For a complete system of order k there exists a submanifold of the ($\kappa$-1)st jet space of unknown functions that is the largest possible set on which the initial conditions of ($\kappa$-1)st order may take values. There exists a unique solution for any initial condition that belongs to this set if and only if the complete system satisfies the compatibility conditions on the initial data set. We prove by applying the Frobenius theorem to a Pfaffian differential system associated with the complete prolongation.

Classification of Emotional States of Interest and Neutral Using Features from Pulse Wave Signal

  • Phongsuphap, Sukanya;Sopharak, Akara
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.682-685
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    • 2004
  • This paper investigated a method for classifying emotional states by using pulse wave signal. It focused on finding effective features for emotional state classification. The emptional states considered here consisted of interest and neutral. Classification experiments utilized 65 and 60 samples of interest and neutral states respectively. We have investigated 19 features derived from pulse wave signals by using both time domain and frequency domain analysis methods with 2 classifiers of minimum distance (normalized Euclidean distanece) and ${\kappa}$-Nearest Neighbour. The Leave-one-out cross validation was used as an evaluation mehtod. Based on experimental results, the most efficient features were a combination of 4 features consisting of (i) the mean of the first differences of the smoothed pulse rate time series signal, (ii) the mean of absolute values of the second differences of thel normalized interbeat intervals, (iii) the root mean square successive difference, and (iv) the power in high frequency range in normalized unit, which provided 80.8% average accuracy with ${\kappa}$-Nearest Neighbour classifier.

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해석적 사진측정에 있어서 경중률을 고려한 표정해석에 관한 연구

  • 안철호;유복모;염재홍
    • 한국측량학회지
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    • 제1권2호
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    • pp.16-22
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    • 1983
  • 공학의 여러 분야에 있어서 잉여측정값은 최소제곱법으로 조정할 경우 관측값의 경중률을 고려하여 정도를 높일 수 있다. 본 논문에서는 스트림좌표를 Sequential 방법으로 형성하고 상호표정시 나타나는 회전각 $\kappa,\varphi,\omega$의 크기에 반비례하여 각 모델에 경중률을 부여하였다. 이 경우 경중률을 고려한 절대표정의 결과에 관하여 경중률을 고려하지 않은 경우와 비교분석 하였으며 절대표정에 어떠한 영향을 미치는가를 고찰하였다.

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Comparison of Mammography in Combination with Breast Ultrasonography Versus Mammography Alone for Breast Cancer Screening in Asymptomatic Women

  • Boonlikit, Sarawan
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권12호
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    • pp.7731-7736
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    • 2013
  • Aim: To compare the agreement of screening breast mammography plus ultrasound and reviewed mammography alone in asymptomatic women. Materials and Methods: All breast imaging data were obtained for women who presented for routine medical checkup at National Cancer Institute (NCI), Thailand from January 2010 to June 2013. A radiologist performed masked interpretations of selected mammographic images retrieved from the computer imaging database. Previous mammography, ultrasound reports and clinical data were blinded before film re-interpretation. Kappa values were calculated to assess the agreement between BIRADS assessment category and BIRADS classification of density obtained from the mammography with ultrasound in imaging database and reviewed mammography alone. Results: Regarding BIRADS assessment category, concordance between the two interpretations were good. Observed agreement was 96.1%. There was moderate agreement in which the Kappa value was 0.58% (95%CI; 0.45, 0.87). The agreement of BI-RADS classification of density was substantial, with a Kappa value of 0.60 (95%CI; 0.54, 0.66). Different results were obtained when a subgroup of patients aged ${\geq}60$ years were analyzed. In women in this group, observed agreement was 97.6%. There was also substantial agreement in which the Kappa value was 0.74% (95%CI; 0.49, 0.98). Conclusions: The present study revealed that concordance between mammography plus ultrasound and reviewed mammography alone in asymptomatic women is good. However, there is just moderate agreement which can be enhanced if age-targeted breast imaging is performed. Substantial agreement can be achieved in women aged ${\geq}60$. Adjunctive breast ultrasound is less important in women in this group.

Molecular Mechanism Underlying Hesperetin-induced Apoptosis by in silico Analysis and in Prostate Cancer PC-3 Cells

  • Sambantham, Shanmugam;Radha, Mahendran;Paramasivam, Arumugam;Anandan, Balakrishnan;Malathi, Ragunathan;Chandra, Samuel Rajkumar;Jayaraman, Gopalswamy
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권7호
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    • pp.4347-4352
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    • 2013
  • Aim: To investigate the molecular mechanisms underlying triggering of apoptosis by hesperetin using in silico and in vitro methods. Methods: The mechanism of binding of hesperetin with NF-${\kappa}B$ and other apoptotic proteins like BAX, BAD, $BCL_2$ and $BCL_{XL}$ was analysed in silico using Schrodinger suite 2009. In vitro studies were also carried out to evaluate the potency of hesperetin in inducing apoptosis using the human prostate cancer PC-3 cell line. Results: Hesperetin was found to exhibit high-affinity binding resulting from greater intermolecular forces between the ligand and its receptor NF-${\kappa}B$ (-7.48 Glide score). In vitro analysis using MTT assay confirmed that hesperetin reduced cell proliferation ($IC_{50}$ values of 90 and $40{\mu}M$ at 24 and 48h respectively) in PC-3 cells. Hesperetin also downregulated expression of the anti-apoptotic gene $BCL_{XL}$ at both mRNA and protein levels and increased the expression of pro-apoptotic genes like BAD at mRNA level and BAX at mRNA as well as protein levels. Conclusion: The results suggest that hesperetin can induce apoptosis by inhibiting NF-${\kappa}B$.

Anti-inflammatory Activity of an Ethanol Extract of Caesalpinia sappan L. in LPS-induced RAW 264.7 Cells

  • Jeong, Il-Yun;Jin, Chang-Hyun;Park, Yong-Dae;Lee, Hyo-Jung;Choi, Dae-Seong;Byun, Myung-Woo;Kim, Yeung-Ji
    • Preventive Nutrition and Food Science
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    • 제13권4호
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    • pp.253-258
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    • 2008
  • The anti-inflammatory activities of an ethanol extract of Caesalpinia sappan L. (CS) were investigated in LPS-induced RAW 264.7 cells. Result indicated that CS inhibited the LPS-induced NO production in a dose-dependent manner with an $IC_{50}$ of $10.9\;{\mu}g/mL$. In addition, CS attenuated the iNOS mRNA and protein expression by inhibiting NF-${\kappa}B$ activation. CS also suppressed the productions of IL-6 and MCP-1 in a dose-dependent manner, with $IC_{50}$ values of $15.9\;{\mu}g/mL$ and $5.47\;{\mu}g/mL$, respectively. In addition to the anti-inflammatory activities, CS decreased intracellular ROS formation in the same cells. In conclusion, CS inhibited the production of NO, IL-6 and MCP-1 via a suppression of the NF-${\kappa}B$ activation and intracellular ROS generation.