The interaction between economic entities and environmental impacts in developing countries has been a source of concern. It uses a unique conceptual framework to create a system for collaboration between foreign and domestic e-businesses to improve the environment. A study is given by the Collaborative Management Strategy (CMS) ideas for innovation systems, industrialization of development, and product concept. It aims to collaborate between foreign and domestic e-businesses, government, consumers, and suppliers. As a result of its importance to economic stability and human well-being, achieving sustainable development goals (SDG) has become one of the most important goals in the global economy. The green supply chain management is digitized and automated with a deep learning algorithm. The business industry is a significant focus for SDG implementation. Considering this, the value of small and medium-sized e-businesses has been discussed from this perspective.
{"title":"Development of a Sustainable Collaborative Management Strategy for Green Supply Chains in E-Business: Collaborative Management Strategy of Green Supply Chain Considering Sustainable Development","authors":"Daoping Wang, Genhasi Ge","doi":"10.4018/irmj.304453","DOIUrl":"https://doi.org/10.4018/irmj.304453","url":null,"abstract":"The interaction between economic entities and environmental impacts in developing countries has been a source of concern. It uses a unique conceptual framework to create a system for collaboration between foreign and domestic e-businesses to improve the environment. A study is given by the Collaborative Management Strategy (CMS) ideas for innovation systems, industrialization of development, and product concept. It aims to collaborate between foreign and domestic e-businesses, government, consumers, and suppliers. As a result of its importance to economic stability and human well-being, achieving sustainable development goals (SDG) has become one of the most important goals in the global economy. The green supply chain management is digitized and automated with a deep learning algorithm. The business industry is a significant focus for SDG implementation. Considering this, the value of small and medium-sized e-businesses has been discussed from this perspective.","PeriodicalId":13575,"journal":{"name":"Inf. Resour. Manag. J.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85975826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-07-01DOI: 10.1016/j.im.2022.103685
Thuy Duong Oesterreich, Eduard Anton, Frank Teuteberg
{"title":"What translates big data into business value? A meta-analysis of the impacts of business analytics on firm performance","authors":"Thuy Duong Oesterreich, Eduard Anton, Frank Teuteberg","doi":"10.1016/j.im.2022.103685","DOIUrl":"https://doi.org/10.1016/j.im.2022.103685","url":null,"abstract":"","PeriodicalId":13575,"journal":{"name":"Inf. Resour. Manag. J.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89921583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-07-01DOI: 10.1016/j.im.2022.103683
Shan Jiang, Xuan Liu, Xiaotong Chi
{"title":"Effect of writing style on social support in online health communities: A theoretical linguistic analysis framework","authors":"Shan Jiang, Xuan Liu, Xiaotong Chi","doi":"10.1016/j.im.2022.103683","DOIUrl":"https://doi.org/10.1016/j.im.2022.103683","url":null,"abstract":"","PeriodicalId":13575,"journal":{"name":"Inf. Resour. Manag. J.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82490509","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-07-01DOI: 10.1016/j.im.2022.103688
Weiwei Wu, Li Yu
{"title":"How does personal innovativeness in the domain of information technology promote knowledge workers' innovative work behavior?","authors":"Weiwei Wu, Li Yu","doi":"10.1016/j.im.2022.103688","DOIUrl":"https://doi.org/10.1016/j.im.2022.103688","url":null,"abstract":"","PeriodicalId":13575,"journal":{"name":"Inf. Resour. Manag. J.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81121131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-07-01DOI: 10.1016/j.im.2022.103684
Yen-Hsien Lee, Chih-Ping Wei, P. J. Hu, Pao-Feng Wu, How Jiang
{"title":"A text summary-based method to detect new events from streams of online news articles","authors":"Yen-Hsien Lee, Chih-Ping Wei, P. J. Hu, Pao-Feng Wu, How Jiang","doi":"10.1016/j.im.2022.103684","DOIUrl":"https://doi.org/10.1016/j.im.2022.103684","url":null,"abstract":"","PeriodicalId":13575,"journal":{"name":"Inf. Resour. Manag. J.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80751298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Forecasting the diffusion of new products in an emerging market is important yet challenging due to a lack of historical data. Managers often resort to inefficient forecasting practices to understand diffusion and to stay ahead of the competition. Our study aims to forecast sales for smart speakers in India, that have been introduced recently. Due to the lack of adequate sales data, our research has used data of analogous products using look-alike analysis to estimate the parameters of diffusion models. We forecasted future sales using three relevant diffusion models – the Bass, the Gompertz, and the Logistic to determine the model to forecast sales for smart speakers. The analysis revealed that the Bass model gave better predictions as compared to the other two models. The results were validated using parameter estimates from secondary literature. Our study predicts that the aggregate sales of smart speakers in India will peak around 2023-27.
{"title":"Forecasting the Diffusion of Smart Speakers in the Indian Market Using Bass, Gompertz, and Logistic Models","authors":"S. Tiwari, Mayank Jain, Neha Jain","doi":"10.4018/irmj.304452","DOIUrl":"https://doi.org/10.4018/irmj.304452","url":null,"abstract":"Forecasting the diffusion of new products in an emerging market is important yet challenging due to a lack of historical data. Managers often resort to inefficient forecasting practices to understand diffusion and to stay ahead of the competition. Our study aims to forecast sales for smart speakers in India, that have been introduced recently. Due to the lack of adequate sales data, our research has used data of analogous products using look-alike analysis to estimate the parameters of diffusion models. We forecasted future sales using three relevant diffusion models – the Bass, the Gompertz, and the Logistic to determine the model to forecast sales for smart speakers. The analysis revealed that the Bass model gave better predictions as compared to the other two models. The results were validated using parameter estimates from secondary literature. Our study predicts that the aggregate sales of smart speakers in India will peak around 2023-27.","PeriodicalId":13575,"journal":{"name":"Inf. Resour. Manag. J.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73952551","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-07-01DOI: 10.1016/j.im.2022.103682
Ines Brusch
{"title":"Identification of Travel Styles by Learning from Consumer-generated Images in Online Travel Communities","authors":"Ines Brusch","doi":"10.1016/j.im.2022.103682","DOIUrl":"https://doi.org/10.1016/j.im.2022.103682","url":null,"abstract":"","PeriodicalId":13575,"journal":{"name":"Inf. Resour. Manag. J.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75388026","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-07-01DOI: 10.1016/j.im.2022.103686
Sandeep Goyal, V. Venkatesh, Xi Shi
{"title":"Role of users' status quo on continuance intentions","authors":"Sandeep Goyal, V. Venkatesh, Xi Shi","doi":"10.1016/j.im.2022.103686","DOIUrl":"https://doi.org/10.1016/j.im.2022.103686","url":null,"abstract":"","PeriodicalId":13575,"journal":{"name":"Inf. Resour. Manag. J.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81353719","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Developing rural inclusive finance and meeting the multi-level financial needs of rural areas is an important means to promote the rapid development of rural economy. Based on the practice of rural inclusive finance in Zhejiang Province, this paper analyzed the development status of rural inclusive finance in Zhejiang Province through questionnaire and interview. According to the evaluation indicator system in the Analysis Report of China’s Inclusive Financial Indicators (2020) released by the People’s Bank of China, this paper designed an indicator system for the development level of rural inclusive finance in Zhejiang Province, and then measured the development level, and concluded the development of rural inclusive finance in Zhejiang Province was in a medium level. The indicator system is based upon deep learning technology which leads to the application areas which are transformed in a successful platform, experiencing research growth and multimodel information growth.
{"title":"Evaluation and Measurement of the Development Level of Rural Inclusive Finance Using Deep Learning Technology for Supply Chain Intelligence","authors":"Liping Huang","doi":"10.4018/irmj.304448","DOIUrl":"https://doi.org/10.4018/irmj.304448","url":null,"abstract":"Developing rural inclusive finance and meeting the multi-level financial needs of rural areas is an important means to promote the rapid development of rural economy. Based on the practice of rural inclusive finance in Zhejiang Province, this paper analyzed the development status of rural inclusive finance in Zhejiang Province through questionnaire and interview. According to the evaluation indicator system in the Analysis Report of China’s Inclusive Financial Indicators (2020) released by the People’s Bank of China, this paper designed an indicator system for the development level of rural inclusive finance in Zhejiang Province, and then measured the development level, and concluded the development of rural inclusive finance in Zhejiang Province was in a medium level. The indicator system is based upon deep learning technology which leads to the application areas which are transformed in a successful platform, experiencing research growth and multimodel information growth.","PeriodicalId":13575,"journal":{"name":"Inf. Resour. Manag. J.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86579883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
China is one of the foremost online markets owing to the rising popularity of online shopping, and being the most populated country in the world, it is expected to develop into the largest market in the foreseeable future. India is not far behind. To conduct business online, website quality (WQ) has been regarded as a significant step. Henceforth, for WQ, along with analysis, several discussions have been dedicated. System quality (SQ), information quality (IQ), service quality, and website design are the WQ's strongest elements. Customer satisfaction (CS) is directly and positively affected by WQ. Similarly, CS has a direct and positive effect on purchase intentions (PIs). This effect is mediated significantly by CS with the existence of WQ's effect on PIs. Consequently, CS, WQ, and hypotheses, together with the research methodology, have been reviewed here. Website accuracy, along with consistency, is also explained here.
{"title":"A Review of Website Quality and Its Impact on Customer Satisfaction","authors":"Nitika Aggarwal","doi":"10.4018/irmj.305867","DOIUrl":"https://doi.org/10.4018/irmj.305867","url":null,"abstract":"China is one of the foremost online markets owing to the rising popularity of online shopping, and being the most populated country in the world, it is expected to develop into the largest market in the foreseeable future. India is not far behind. To conduct business online, website quality (WQ) has been regarded as a significant step. Henceforth, for WQ, along with analysis, several discussions have been dedicated. System quality (SQ), information quality (IQ), service quality, and website design are the WQ's strongest elements. Customer satisfaction (CS) is directly and positively affected by WQ. Similarly, CS has a direct and positive effect on purchase intentions (PIs). This effect is mediated significantly by CS with the existence of WQ's effect on PIs. Consequently, CS, WQ, and hypotheses, together with the research methodology, have been reviewed here. Website accuracy, along with consistency, is also explained here.","PeriodicalId":13575,"journal":{"name":"Inf. Resour. Manag. J.","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86230704","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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