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    Wyświetlanie 1-4 z 4
    Tytuł:
    Work Efficiency Prediction of Persons Working in Traffic Noise Environment Using Adaptive Neuro Fuzzy Inference System (ANFIS) Models
    Autorzy:
    Yadav, Manoj
    Tandel, Bhaven
    Powiązania:
    https://bibliotekanauki.pl/articles/2141713.pdf
    Data publikacji:
    2021
    Wydawca:
    Polska Akademia Nauk. Czytelnia Czasopism PAN
    Tematy:
    traffic noise
    noise exposure
    social questionnaire survey
    human work efficiency
    ANFIS prediction model
    Opis:
    A study was carried to assess the effect of traffic noise pollution on the work efficiency of shopkeepers in Indian urban areas. For this, an extensive literature survey was done on previous research done on similar topics. It was found that personal characteristics, noise levels in an area, working conditions of shopkeepers, type of task they are performing are the most significant factors to study effects on work efficiency. Noise monitoring, as well as a questionnaire survey, was done in Surat city to collect desired data. A total of 17 parameters were considered for assessing work efficiency under the influence of traffic noise. It is recommended that not more than 6 parameters should be considered for ANFIS modeling hence, before opting for the ANFIS modeling, most affecting parameters to work efficiency under the influence of traffic noise, was chosen by Structural Equation Model (SEM). As a result of the SEM model, two ANFIS prediction models were developed to predict the effect on work efficiency under the influence of traffic noise. R squared for model 1, for training data was 0.829 and for testing data, it was 0.727 and R squared for model 2 for training data was 0.828 and for testing data, it was 0.728. These two models can be used satisfactorily for predicting work efficiency under traffic noise environment for open shutter shopkeepers in tier II Indian cities.
    Źródło:
    Archives of Acoustics; 2021, 46, 4; 677-683
    0137-5075
    Pojawia się w:
    Archives of Acoustics
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
    Tytuł:
    Structural Equation Model-Based Selection and Strength Co-Relation of Variables for Work Performance Efficiency Under Traffic Noise Exposure
    Autorzy:
    Yadav, Manoj
    Tandel, Bhaven
    Powiązania:
    https://bibliotekanauki.pl/articles/1953502.pdf
    Data publikacji:
    2021
    Wydawca:
    Polska Akademia Nauk. Czasopisma i Monografie PAN
    Tematy:
    work efficiency
    traffic noise pollution
    exploratory factor analysis
    structural equation model
    AMOS software
    Opis:
    In this work, we integrated exploratory factor analysis (EFA) followed by structural equation modeling (SEM) to assess the work performance efficiency under the traffic noise environment for open shutter shopkeepers in the Indian urban context. 706 valid questionnaire responses by personal interviews in local language were collected from open shutter shopkeepers exposed to noise level (Leq) of 77 dBA for 12 to 14 hours daily. The questionnaire was prepared based on demographics, environmental conditions, and primary effects of noise pollution. Among which four common latent factors which summaries 17 questionnaire response items were obtained by exploratory factor analysis, which are “Impacts of noise” (IM), “Environmental conditions” (EC), “Personal characteristics” (PC) and “Work efficiency” (WE). The associations between the individual latent factors were studied by the structural equation model method in AMOS software. Validation of the constructed model was carried out by testing the proposed hypothesis as well as goodness-of-fit indices like Absolute fit, Incremental fit, and Parsimonious fit indices. The effect of specific latent factors derived on the work efficiency of shopkeepers in the noisy area was characterized by the path coefficients estimated in the SEM model. It was found that work performance efficiency (WE) was greatly influenced by the primary impacts of noise pollution like annoyance, stress, interference in spoken communication, which was associated with the latent factor “Impacts of noise” (IM) with a path coefficient of 0.931. The second latent factor “Environmental conditions” (EC), which was associated with parameters like ambient temperature and humidity, showed less path coefficient of 0.153. And lastly, a latent factor called “Personal characteristics” (PC) associated with age, experience, education, showed the least path coefficient of 0.05. The work efficiency of open shutter shopkeepers working in a highly noisy commercial area is profoundly affected by the prominent effects of noise pollution and least affected by ambient environmental conditions as well as their personal characteristics. The developed model clarified some casual relationships among complex systems in the study of noise exposure on individuals n tier 2 cities in the Indian context and may help other researchers to study of tier I and tier III cities.
    Źródło:
    Archives of Acoustics; 2021, 46, 1; 155-166
    0137-5075
    Pojawia się w:
    Archives of Acoustics
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
    Tytuł:
    Impact of Organised Retail on Grocery Retail Suppliers
    Autorzy:
    Yadav, Rajesh K.
    Verma, Manoj
    Singh, Shriti
    Powiązania:
    https://bibliotekanauki.pl/articles/1182832.pdf
    Data publikacji:
    2017
    Wydawca:
    Przedsiębiorstwo Wydawnictw Naukowych Darwin / Scientific Publishing House DARWIN
    Tematy:
    Retail; Supply chain; Manufacturers and suppliers; transform
    Opis:
    The retail market in India is transforming due to flourishing of organised and online retailing. In the organized retail market in India the role of supply chain is very important for the Indian customer demands at affordable prices and a variety of product mix. It is the supply chain that ensures to the customer in all the various offerings that a company decide for its customers, be it cost, service, or the quickness in responding to ever changing tastes of the customer. Effective supply chain management has become a potential way nowadays to improve organisational performance through matching supply chain practices and competitive advantages in the competitive world. Organisations focus on better supply chain management practices to gain competitive advantage for better organisational performance. This paper focus on study the impact that manufacturers and suppliers of grocery retail that has due to growing organised retail market. The study was carried out in Indore market and 70 responses of manufacturers and suppliers were collected. Multivariate statistical techniques were used to analyze the data collected with the help of a structured questionnaire. Manufacturers and suppliers are getting benefitted and expanded their business as they have better coordination with organized retailer. Supply chain is a broader business function of retail and Manufacturers and suppliers are only covered in this paper.
    Źródło:
    World Scientific News; 2017, 62; 12-23
    2392-2192
    Pojawia się w:
    World Scientific News
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
    Tytuł:
    Impact of organised retail on neighborhood kirana stores: A case Study of Malwa region in Madhya Pradesh
    Autorzy:
    Yadav, Rajesh K.
    Verma, Manoj
    Singh, Shriti
    Powiązania:
    https://bibliotekanauki.pl/articles/1192680.pdf
    Data publikacji:
    2016
    Wydawca:
    Przedsiębiorstwo Wydawnictw Naukowych Darwin / Scientific Publishing House DARWIN
    Tematy:
    Transformation
    Retail
    Kirana
    Corporate Chain
    Organised and Unorganised
    India
    Opis:
    The growth and transformation of retail market in India, on one side creating a better shopping experience and other side it is creating a lot of pressure on unorganised retailers. The first objective of this study is to understand the perception of small kirana shops in relation to the impact they can have and the second is find the effect on their employment with the increasing number of corporate retail chain stores in the form of organised retail stores in corresponding grocery segment. The study was carried out in the market of Indore region and responses were collected from small neighbourhood kirana shops. Multivariate statistical techniques were used to analyze the data collected with the help of a structured questionnaire The result of the study shows that small neighbourhood kirana shop owner perceived that their profit is negatively affected, their operational cost is increased to meet the higher service quality expectation of the customer but the result do not show significant negative impact on their employment due to growth of corporate retail stores. The implication of the research is that kirana shops have to implement new strategies to face the competition from retail giants and meet the customer expectations to remain profitable in the long run.
    Źródło:
    World Scientific News; 2016, 46; 1-18
    2392-2192
    Pojawia się w:
    World Scientific News
    Dostawca treści:
    Biblioteka Nauki
    Artykuł
      Wyświetlanie 1-4 z 4

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