scholarly journals Public and private value creation using artificial intelligence: An empirical study of AI voice robot users in Chinese public sector

2021 ◽  
Vol 61 ◽  
pp. 102401
Author(s):  
Changlin Wang ◽  
Thompson S.H. Teo ◽  
Marijn Janssen
Author(s):  
Slava Jankin Mikhaylov ◽  
Marc Esteve ◽  
Averill Campion

Public sector organizations are increasingly interested in using data science and artificial intelligence capabilities to deliver policy and generate efficiencies in high-uncertainty environments. The long-term success of data science and artificial intelligence (AI) in the public sector relies on effectively embedding it into delivery solutions for policy implementation. However, governments cannot do this integration of AI into public service delivery on their own. The UK Government Industrial Strategy is clear that delivering on the AI grand challenge requires collaboration between universities and the public and private sectors. This cross-sectoral collaborative approach is the norm in applied AI centres of excellence around the world. Despite their popularity, cross-sector collaborations entail serious management challenges that hinder their success. In this article we discuss the opportunities for and challenges of AI for the public sector. Finally, we propose a series of strategies to successfully manage these cross-sectoral collaborations.This article is part of a discussion meeting issue ‘The growing ubiquity of algorithms in society: implications, impacts and innovations’.


2018 ◽  
Vol 8 (1) ◽  
Author(s):  
Dr Vipin Bihari Srivastava ◽  
Dr Manoj Kumar Mishra ◽  
Dr Wogari Negari

"This paper aims to examine the extent of corporate social reporting practices in the annual reports of companies in India and to ascertain the differences if any, between public sector and private sector companies and to investigate what were the determinants of corporate social reporting . The study intends to answer the research questions which include: a) what variables could represent a Conceptual Model of Corporate Social Reporting consists of dependent variables and Independent variables? b) What are the factors of Corporate Social Reporting (COSOR) and how valid and reliable are these factors? c) What is the degree of COSOR by factors in public and private sector companies? d) What are the determinants of COSOR? What is the level of their influence on COSOR? A sample of 120 listed companies of National Stock Exchange of India was chosen and they were stratified in to public and private sector companies. A Corporate social reporting Index was constructed for data collection through content analysis from the annual reports. The results of the study revealed that social accounting information were disclosed in company’s annual reports, chairman’s speech, directors’ reports, notes to accounts, schedule to accounts and auditor’s report. The degree of corporate social reporting varies between public sector and private sector companies. The public sector companies have disclosed more corporate social reporting information than the private sector companies. The study found that higher the level of capital employed, earnings before depreciation and taxes, total assets and total sales higher was the level of corporate social reporting. However, the degree of influence of determinants on corporate social reporting was different among public and private sector companies. Most of the companies have disclosed corporate social information on voluntary basis. To improve the understandably, uniformity, and comparability of corporate social information, this study suggests making it mandatory. A standard format for disclosure of corporate social information shall be prescribed by the Ministry of Corporate Affairs by amending the Indian Companies Act. The concept of social accounting is relatively new in India. This study suggests to include it in the commerce curriculum and also in the curriculum of CA/CWA/CS. Corporate Social Reporting is such a vast area of research that no single study can cover different dimensions related to it. Though some studies including the present study have been conducted on Corporate Social Reporting Practices in India, but still there is much potential of research in this area. Future research in this area will hopefully bring more brightening result measuring and analysing social costs and benefits data by manager as well as by other concerned. Since the subject is in the primary stage, an in-depth research is needed to be done in different sectors such as banking information technology, manufacturing etc. The results are specifically applicable to sample companies and generalisations can be made with caution. The results of the study are based on the data collected from published annual reports of sample companies using content analysis method. Corporate social reporting in company websites, brochures etc are not covered. Social cost and benefit analysis is not covered in this study.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Ka Chun Chong ◽  
Hong Fung ◽  
Carrie Ho Kwan Yam ◽  
Patsy Yuen Kwan Chau ◽  
Tsz Yu Chow ◽  
...  

Abstract Background The elderly healthcare voucher (EHCV) scheme is expected to lead to an increase in the number of elderly people selecting private primary healthcare services and reduce reliance on the public sector in Hong Kong. However, studies thus far have reported that this scheme has not received satisfactory responses. In this study, we examined changes in the ratio of visits between public and private doctors in primary care (to measure reliance on the public sector) for different strategic scenarios in the EHCV scheme. Methods Based on comments from an expert panel, a system dynamics model was formulated to simulate the impact of various enhanced strategies in the scheme: increasing voucher amounts, lowering the age eligibility, and designating vouchers for chronic conditions follow-up. Data and statistics for the model calibration were collected from various sources. Results The simulation results show that the current EHCV scheme is unable to reduce the utilization of public healthcare services, as well as the ratio of visits between public and private primary care among the local aging population. When comparing three different tested scenarios, even if the increase in the annual voucher amount could be maintained at the current pace or the age eligibility can be lowered to include those aged 60 years, the impact on shifts from public-to-private utilization were insignificant. The public-to-private ratio could only be marginally reduced from 0.74 to 0.64 in the first several years. Nevertheless, introducing a chronic disease-oriented voucher could result in a significant drop of 0.50 in the public-to-private ratio during the early implementation phase. However, the effect could not be maintained for an extended period. Conclusions Our findings will assist officials in improving the design of the EHCV scheme, within the wider context of promoting primary care among the elderly. We suggest that an additional chronic disease-oriented voucher can serve as an alternative strategy. The scheme must be redesigned to address more specific objectives or provide a separate voucher that promotes under-utilized healthcare services (e.g., preventive care), instead of services designed for unspecified reasons, which may lead to concerns regarding exploitation.


2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Moumita Acharyya ◽  
Tanuja Agarwala

PurposeThe paper aims to understand the different motivations / reasons for engaging in CSR initiatives by the organizations. In addition, the study also examines the relationship between CSR motivations and corporate social performance (CSP).Design/methodology/approachThe data were collected from two power sector organizations: one was a private sector firm and the other was a public sector firm. A comparative analysis of the variables with respect to private and public sector organizations was conducted. A questionnaire survey was administered among 370 employees working in the power sector, with 199 executives from public sector and 171 from private sector.Findings“Philanthropic” motivation emerged as the most dominant CSR motivation among both the public and private sector firms. The private sector firm was found to be significantly higher with respect to “philanthropic”, “enlightened self-interest” and “normative” CSR motivations when compared with the public sector firms. Findings suggest that public and private sector firms differed significantly on four CSR motivations, namely, “philanthropic”, “enlightened self-interest”, “normative” and “coercive”. The CSP score was significantly different among the two power sector firms of public and private sectors. The private sector firm had a higher CSP level than the public sector undertaking.Research limitations/implicationsFurther studies in the domain need to address differences in CSR motivations and CSP across other sectors to understand the role of industry characteristics in influencing social development targets of organizations. Research also needs to focus on demonstrating the relationship between CSP and financial performance of the firms. Further, the HR outcomes of CSR initiatives and measurement of CSP indicators, such as attracting and retaining talent, employee commitment and organizational climate factors, need to be assessed.Originality/valueThe social issues are now directly linked with the business model to ensure consistency and community development. The results reveal a need for “enlightened self-interest” which is the second dominant CSR motivation among the organizations. The study makes a novel contribution by determining that competitive and coercive motivations are not functional as part of organizational CSR strategy. CSR can never be forced as the very idea is to do social good. Eventually, the CSR approach demands a commitment from within. The organizations need to emphasize more voluntary engagement of employees and go beyond statutory requirements for realizing the true CSR benefits.


2019 ◽  
Vol 36 (4) ◽  
pp. 101392 ◽  
Author(s):  
Weslei Gomes de Sousa ◽  
Elis Regina Pereira de Melo ◽  
Paulo Henrique De Souza Bermejo ◽  
Rafael Araújo Sousa Farias ◽  
Adalmir Oliveira Gomes

2014 ◽  
Vol 27 (4) ◽  
pp. 334-352 ◽  
Author(s):  
John Alford ◽  
Sophie Yates

Purpose – The purpose of this paper is to add to the analytic toolkit of public sector practitioners by outlining a framework called Public Value Process Mapping (PVPM). This approach is designed to be more comprehensive than extant frameworks in either the private or public sectors, encapsulating multiple dimensions of productive processes. Design/methodology/approach – This paper explores the public administration and management literature to identify the major frameworks for visualising complex systems or processes, and a series of dimensions against which they can be compared. It then puts forward a more comprehensive framework – PVPM – and demonstrates its possible use with the example of Indigenous child nutrition in remote Australia. The benefits and limitations of the technique are then considered. Findings – First, extant process mapping frameworks each have some but not all of the features necessary to encompass certain dimensions of generic or public sector processes, such as: service-dominant logic; external as well internal providers; public and private value; and state coercive power. Second, PVPM can encompass the various dimensions more comprehensively, enabling visualisation of both the big picture and the fine detail of public value-creating processes. Third, PVPM has benefits – such as helping unearth opportunities or culprits affecting processes – as well as limitations – such as demonstrating causation and delineating the boundaries of maps. Practical implications – PVPM has a number of uses for policy analysts and public managers: it keeps the focus on outcomes; it can unearth a variety of processes and actors, some of them not immediately obvious; it can help to identify key processes and actors; it can help to identify the “real” culprits behind negative outcomes; and it highlights situations where multiple causes are at work. Originality/value – This approach, which draws on a number of precursors but constitutes a novel technique in the public sector context, enables the identification and to some extent the comprehension of a broader range of causal factors and actors. This heightens the possibility of imagining innovative solutions to difficult public policy issues, and alternative ways of delivering public services.


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