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Using machine learning to create and capture value in the business models of small and medium-sized enterprises. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT 2023. [DOI: 10.1016/j.ijinfomgt.2023.102637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
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2
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Li CY, Fang YH. Go Green, Go Social: Exploring the Antecedents of Pro-Environmental Behaviors in Social Networking Sites beyond Norm Activation Theory. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14265. [PMID: 36361146 PMCID: PMC9655438 DOI: 10.3390/ijerph192114265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 10/26/2022] [Accepted: 10/28/2022] [Indexed: 06/16/2023]
Abstract
The paucity of environmental resources and the threatening warning of global climate change have led to increasing research on environmental issues [e.g., pro-environmental behaviors (PEBs)]. Although norm activation theory (NAT) is a well-recognized theory for approaching PEBs, existing works appear insufficient to explain PEB in the context of social networking sites (SNSs) without taking contextual, emotional, and social factors into account. Grounded in the egocentric tactician model (ETM), NAT, along with the notions of guilt and social stressors, this study integrates a new ETM path, a supplemented emotional path, alongside the conventional NAT path to achieve a more complete picture of what are crucial determinants of PEBs in the context of SNSs. Social stressors positively moderate the emotional path. Data collected from 897 Facebook users confirm all of our proposed hypotheses. Results indicate that beyond the traditional NAT path, the new ETM path and the emotional path add values to illustrate PEBs on SNSs, and new constructs of self-influence on SNSs (SIS) and guilt remarkably drive PEBs alongside personal norms. Implications for theory and practice are discussed, and guidelines for future research are identified.
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Affiliation(s)
- Chia-Ying Li
- Department of Business Administration, National Taichung University of Science and Technology, Taichung 404, Taiwan
| | - Yu-Hui Fang
- Department of Accounting, Tamkang University, No. 151, Ying-Chuan Rd., Tamsuip, New Taipei City 25137, Taiwan
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3
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Brand post popularity on Facebook, Twitter, Instagram and LinkedIn: the case of start-ups. ONLINE INFORMATION REVIEW 2022. [DOI: 10.1108/oir-06-2021-0295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PurposeWith the growing trend of omni-channel marketing, brands are increasingly looking to offer a seamless experience to their online fan base by connecting with them across multiple social media platforms. This paper explores the relationship between brand posts' characteristics and popularity for start-ups across four different social media platforms: Facebook, Twitter, Instagram and LinkedIn.Design/methodology/approachA total of 1,200 social media posts from 10 start-ups were subjected to content analysis. Regression analysis was employed with brand posts' popularity (likes, comments and shares/retweets) as the dependent variable.FindingsThe results reveal several nuances in brand post popularity for start-ups across Facebook, Twitter, Instagram and LinkedIn. Antecedents of the popularity measures of likes, comments and shares/retweets also fared differently.Originality/valueThe paper reports one of the earliest empirical studies to better understand how the qualities of brand posts are related to their appeal across multiple social media platforms. It advances the literature on social media marketing and offers insights to social media managers of brands, particularly start-ups, on how to offer smoother customer journeys across numerous digital touchpoints.
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Complementary effects of CRM and social media on customer co-creation and sales performance in B2B firms: The role of salesperson self-determination needs. INFORMATION & MANAGEMENT 2022. [DOI: 10.1016/j.im.2022.103621] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Al-Qirim N, Rouibah K, Abbas H, Hwang Y. Factors Affecting the Success of Social Commerce in Kuwaiti Microbusinesses. JOURNAL OF GLOBAL INFORMATION MANAGEMENT 2022. [DOI: 10.4018/jgim.313944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Many studies have focused on the adoption of social commerce (s-commerce) by customers but not by businesses or by microbusinesses. Further, they have investigated this adoption from a researcher's perspective while using quantitative approaches. To fill this gap, the study sheds light on the success of Instagram for microbusinesses (IMB) in an Arab country and highlights the need for more investigation in order to understand this complex phenomenon. In this study, the authors use a qualitative approach to 27 microbusiness cases that adopted Instagram for s-commerce. They use technological innovation theories to successfully identify and classify the drivers and inhibitors of success under different contexts. Hence, they find that the success of IMB in Kuwait is contingent on addressing different technological, organizational, and environmental challenges. Further, they find that Instagram initiatives are still evolving and still need assistance from different stakeholders to overcome several hurdles. This study provides different recommendations that advance the theory and practice.
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Affiliation(s)
- Nabeel Al-Qirim
- College of Technological Innovation, Zayed University, Dubai, UAE
| | - Kamel Rouibah
- College of Business Administration, Kuwait University, Kuwait
| | - Hasan Abbas
- College of Business Administration, Kuwait University, Kuwait
| | - Yujong Hwang
- School of Accountancy and Management Information Systems, DePaul University, Chicago, USA & Kyung Hee University, South Korea
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Mujahid MS, Mubarik MS. The Bright Side of Social Media: Social Media Platforms Adoption and Start-Up Sustainability. Front Psychol 2021; 12:661649. [PMID: 34163406 PMCID: PMC8215118 DOI: 10.3389/fpsyg.2021.661649] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 05/10/2021] [Indexed: 11/13/2022] Open
Abstract
This study aims to explicate the contribution of social media platforms adoption on start-up sustainability. Since most economies of the world start-up failure rate are relatively high, there is always a desire or a need to investigate the success recipe. As a result, the primary objective of this study is to understand the social media environment and how start-ups can best utilize social media platforms throughout their life cycle. Based on the qualitative case study approach, five in-depth interviews of social media marketers and individuals working in start-ups were conducted. The finding demonstrates that social media is a crucial virtual platform for striving resource start-ups. Therefore, if a platform gets utilized correctly, it can play an essential role in the sustainable progression of a start-up. Thus, there is a need for start-ups to articulate a comprehensive social media policy for each life cycle stage.
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Affiliation(s)
- Muhammad Saeed Mujahid
- Department of Marketing and Entrepreneurship, Mohammad Ali Jinnah University, Karachi, Pakistan
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Bhatti SH, Santoro G, Sarwar A, Pellicelli AC. Internal and external antecedents of open innovation adoption in IT organisations: insights from an emerging market. JOURNAL OF KNOWLEDGE MANAGEMENT 2021. [DOI: 10.1108/jkm-06-2020-0457] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
This study aims to propose and test a theoretical model exploring the impact of internal and external factors of social media use by IT organisations on open innovation (OI) adoption with the mediating effect of knowledge management capabilities.
Design/methodology/approach
Data were collected from 200 IT firms and partial least squares structural equation modelling was used to analyse the data of this study and to test the research hypotheses.
Findings
The results revealed that both customer involvement in social media and top management support (TMS) for social media had a significant impact on OI adoption. However, only the relationship between TMS for social media usage and OI link was mediated by knowledge management capability.
Practical implications
This study stresses the importance of social media policy development for business managers to create an interactive platform for their customers to participate in the activities of the firm. Moreover, the results suggest that for developing open knowledge management capabilities, leaders must focus on and support the use of social media technologies by the firms.
Originality/value
Social media technologies have taken the world by storm. Organisations and individuals are influenced by the knowledge available on Web 2.0 platforms. Most of the current research has focussed on the impact of social media use on OI in developed countries, but developing nations on the Asian continent have been left out of this discussion. Moreover, while most studies have focussed on the OI outcomes, less efforts have been directed towards understanding and exploring the OI antecedents.
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Harrigan P, Miles MP, Fang Y, Roy SK. The role of social media in the engagement and information processes of social CRM. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT 2020. [DOI: 10.1016/j.ijinfomgt.2020.102151] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Abed SS. Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT 2020. [DOI: 10.1016/j.ijinfomgt.2020.102118] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Mirtalaie MA, Hussain OK. Sentiment aggregation of targeted features by capturing their dependencies: Making sense from customer reviews. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT 2020. [DOI: 10.1016/j.ijinfomgt.2020.102097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Vatanasakdakul S, Aoun C, Putra YHS. Social Media in Micro-Enterprises. JOURNAL OF GLOBAL INFORMATION MANAGEMENT 2020. [DOI: 10.4018/jgim.2020070110] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Social media is increasingly gaining traction as a valuable tool for small business. This is particularly the case in micro enterprises in the Indonesian retail industry, where adoption is anecdotally increasing, but with little understanding of the factors enabling such adoption. Consequently, this study proposes a research model derived from the Unified Theory of Acceptance and the Use of Technology and extended by integrating the task-technology-fit framework, along with price value propositions. Online surveys were sent to micro enterprises operating in the Indonesian retail industry with 153 valid responses received. Data analysis used structural equation modelling with SmartPLS 3. The results show that price value and task-technology-fit are perceived as significant factors for influencing positive attitudes towards the adoption of social media among micro enterprises. In addition, attitude and facilitating conditions were found to have a significant influence on intention to adopt social media. These findings hold import implications to theory and practice in this nascent field of research.
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Chatterjee S, Chaudhuri R, Vrontis D, Thrassou A, Ghosh SK, Chaudhuri S. Social customer relationship management factors and business benefits. INTERNATIONAL JOURNAL OF ORGANIZATIONAL ANALYSIS 2020. [DOI: 10.1108/ijoa-11-2019-1933] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
This study aims to identify the business benefit of and factors affecting the use of social customer relationship management (SCRM) in Indian organizations.
Design/methodology/approach
Building on theoretical foundations, a conceptual model of factors affecting SCRM in Indian organizations is developed and empirically tested through a survey and corresponding analysis using SPSS and AMOS software.
Findings
The study presents empirical evidence that technological competence, environmental characteristics and organizational environment positively impact the actual use of SCRM on Indian organizations. Additionally, leadership support of organizations impacts positively the actual use of SCRM in organizations, while the trust factor insignificantly impacts the latter. The actual use of SCRM in organizations was found to have a positive impact on their business benefits.
Research limitations/implications
The theoretical model is built on the constructs of the technology, environment and organizational framework. It has added new factors, such as leadership support and trust, and thereby identified the business benefits of organizations using SCRM mediating through the organizations’ actual use of SCRM. The proposed model is simple, implementable and has a high explanative power of 81 per cent.
Practical implications
The study provides practitioners with evidence and practicable knowledge regarding the means and impact/benefits of SCRM use in Indian organizations.
Originality/value
The study is one of few empirical studies on the topic and contributes valuable knowledge to extant works through additional factors, theoretical conceptualization and empirical scientific findings of both scholarly and executive worth.
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Shang TT, Miao XM, Lu D, Xin XH. The evolutionary process of disruptive green innovation in China: evidence from the electric bicycle sector. TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT 2020. [DOI: 10.1080/09537325.2020.1722093] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Affiliation(s)
- Tian-Tian Shang
- School of Management, Northwestern Polytechnical University, Xi’an, People’s Republic of China
| | - Xiao-Ming Miao
- School of Management, Northwestern Polytechnical University, Xi’an, People’s Republic of China
| | - Di Lu
- School of Management, Northwestern Polytechnical University, Xi’an, People’s Republic of China
| | - Xiao-hua Xin
- School of Management, Northwestern Polytechnical University, Xi’an, People’s Republic of China
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A synthesized framework for the formation of startups’ innovation ecosystem. JOURNAL OF SCIENCE AND TECHNOLOGY POLICY MANAGEMENT 2019. [DOI: 10.1108/jstpm-07-2018-0071] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
The purpose of this study set out to introduce an alternative framework for explaining the formation of the innovation ecosystem based on the systematic literature review (SLR) and ecosystemic approach.
Design/methodology/approach
This paper is an SLR of studies from the year 2008-2018 that investigating startups’ innovation. SLR approach being used exploration, interpretation and communication method, which composed of seven steps as follows exploring topics, searching, organizing, evaluating and expanding, integrating and communicating. The output of this process is 63 documents that applied to synthesize the formation framework.
Findings
The systematic review of literature has shown that researchers in recent years have considered some entities such as incubators, financials suppliers, accelerators, universities and companies in relation to the startup innovations, which are described in this paper as key actors. The study of the relationship between these actors in the documents led to the identification of interactional necessities, including structures, infrastructures and networks. Finally, the processes studied in the literature were classified into three types of mechanisms, namely, the genesis, growth and development of startups innovations.
Research limitations/implications
The SLR approach is subject to limitations because some poor explanations amongst previous researchers may be repeated and reinforced. Also, in the protocol adopted in this paper, documents are limited in English.
Practical implications
The introduced frammework can be useful in identifying and understanding the requirements of startups and creating effective policies for their innovation development.
Originality/value
This paper reviews, summarizes and integrates the growing and scattered literature of the innovation ecosystem of the startups and delivers new facts for the future development of this field.
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Misirlis N, Vlachopoulou M. Social media metrics and analytics in marketing – S3M: A mapping literature review. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT 2018. [DOI: 10.1016/j.ijinfomgt.2017.10.005] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Hasani T, Bojei J, Dehghantanha A. Investigating the antecedents to the adoption of SCRM technologies by start-up companies. TELEMATICS AND INFORMATICS 2017. [DOI: 10.1016/j.tele.2016.12.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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