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Because of the importance and potential usefulness of construction market statistics to firms and government, consistency between different sources of data is examined with a view to building a predictive model of construction output using construction data alone. However, a comparison of Department of Trade and Industry (DTI) and Office for National Statistics (ONS) series shows that the correlation coefcient (used as a measure of consistency) of the DTI output and DTI orders data and the correlation coefficient of the DTI output and ONS output data are low. It is not possible to derive a predictive model of DTI output based on DTI orders data alone. The question arises whether or not an alternative independent source of data may be used to predict DTI output data. Independent data produced by Emap Glenigan (EG), based on planning applications, potentially offers such a source of information. The EG data records the value of planning applications and their planned start and finish dates. However, as this data is ex ante and is not correlated with DTI output it is not possible to use this data to describe the volume of actual construction output. Nor is it possible to use the EG planning data to predict DTI construc‐tion orders data. Further consideration of the issues raised reveal that it is not practically possible to develop a consistent predictive model of construction output using construction statistics gathered at different stages in the development process.

In the current study, the authors explore changes in multiple police officer-involved deaths (MOIDs) and on changes in the racial makeup of MOID victims in different stages of implementation of a duty-to-intervene (DTI) policy by the New York City Police Department (NYPD).

The authors use fatal encounters to analyze data on MOIDs involving NYPD officers from 2000 to 2019, including three time periods: pre-DTI, initial DTI, and revised DTI. The authors use non-equivalent dependent variables design and t-tests to determine the significance of differences in MOID occurrence and civilian race between these periods.

The greatest reduction in MOIDs was observed during the initial DTI period, followed by an uptick in MOIDs during the revised DTI period. We also observed that MOIDs are racialized events that disproportionately impact Black New Yorkers. This remained the case even after the implementation of DTI.

The authors find mixed support for DTI as an administrative control for preventing MOIDs and reducing racial disparities in MOIDs. DTI implementation period, the significant reductions in MOIDs in the initial DTI period, but not the second also lends support for the notion that community pressure (i.e. resurgence of Black Lives Matter) also impacts officer behavior. This suggests that along with strong administrative controls, the behavior of the public may also be an important factor in controlling officer behavior.

This article contributes to the growing literature on duty to intervene and offers an early investigation into DTI as an administrative control for MOIDs using the NYPD as a case study. The authors examine changes in MOIDs and the racial makeup of civilians who were killed in MOIDs in three DTI periods. To the authors’ knowledge, no other study has done this.

Contemporary changes have occurred in country-level policies and tourists’ intentions in recent years. The role of maintaining a country’s image is trendy in crisis control but has not yet been discussed in domestic tourism research. Extending the Stimulus Organism Response model, this study aims to focus on “trustable WOM creation” in China. In addition, it aimed to discover how behavioral changes encourage domestic tourism intention (DTI).

This study explored the mediating role of DTI and the moderating role of maintenance of country image (MCI) for trustable word of mouth (WOM) creation. Using the snowball sampling technique, a structural equation modeling analysis (Smart PLS-4) was employed to analyze the data of 487 Chinese tourists.

Findings confirm that behavioral changes positively encourage domestic tourism and discourage international tourism, with significant negative moderation by MCI. MCI has an insignificant positive moderating effect between government-media trust and DTI. Furthermore, DTI positively and directly affects the creation of trustable WOM. In addition, it had a 20% mediation effect (VAF%) between behavioral changes and WOM creation, higher than the rejected mediation effect (12%), in the causal relationship between government-media trust and WOM creation.

WOM creation varies from different behavioral changes, but findings suggest that government-media trust and DTI influenced it significantly. Based on the study findings, the government and media can enhance domestic tourism by maintaining the country’s image. These findings both encourage and control the recovery of tourism.

This study provides a theoretical explanation for tourists' behavioral changes during the pandemic. Moreover, it shows that despite avoiding international tourism due to behavioral changes and government-media trust, MCI moderation with the mediation effect of DTI can create trustable WOM. To the best of the authors’ knowledge, this is the first study to theoretically promote tourism through DTI-induced psychology as a mediator and an organism affect prevailing among Chinese tourists.

Congruent with the world-wide call to combat global warming concerns within the context of advancements in smart technology, artificial intelligence, robotics, algorithms (STARA), and digitalisation, organisational leaders are being pressured to ensure that talented employees are effectively managed (nurtured and retained) to curb the potential risk of staff turnover. By managing such talent(s), organisations may be able to not only retain them, but consequently foster environmental sustainability too. Equally, recent debates encourage the need for teams to work digitally and interdependently on set tasks, and for leaders to cultivate competencies fundamental to STARA, as this may further help reduce staff turnover intention and catalyse green initiatives. However, it is unclear how such turnover intention may be impacted by these actions. This paper therefore, seeks to investigate the predictive roles of green hard and soft talent management (TM), leader STARA competence (LSC) and digital task interdependence (DTI) on turnover intention.

The authors used a cross-sectional data collection technique to obtain 372 useable samples from 49 manufacturing organisations in Nigeria.

Findings indicate that green hard and soft TM and LSC positively predict turnover intention. While LSC amplifies the negative influence of green soft TM on turnover intention, LSC and DTI dampen the positive influence of green hard TM on turnover intention.

Our study offers novel insights into how emerging concepts like LSC, DTI, and green hard and soft TM simultaneously act to predict turnover intention.

This case can be used in the core course on entrepreneurship for Bachelor of Business Administration (BBA) and Master of Business Administration/Post Graduate Diploma in Management (MBA/PGDM) students. It will help them to understand the motivations and challenges of women entrepreneurs, strategies to manage challenges, interactive style of leadership and their contribution to the economic growth of the country.

Entrepreneurship.

Roopa Rani, co-founded a digital design company, DesignTheme Innoventics (DTI), with her husband Yoganand, in November 2007, on the first floor of their residence. Yoganand’s creativity and Roopa’s determination made them bootstrap, scale slow and steady. As a novice to the industry, the initial days posed many challenges. Roopa hired artists to be appointed as designers, which gave them a unique selling preposition. They progressed slowly from a team of 2 to 20, with a revenue of INR 0.3M per annum to INR 12M per annum. As the company grew, Roopa wanted Yoganand’s support in handling the responsibilities, and hence, converted DTI into a limited liability partnership in 2013 and the couple were directors. As the client base improved, the need for shifting to a bigger space became more evident. A calculative risk-taker, Roopa, was forced to move DTI to a bigger office space end 2017, with a rent of INR60,000 per month. Meanwhile, they became a team of 20, with revenue of INR12m. The shift from no rent to a rented space made DTI slip to break-even. However, after two years, they moved into a smaller space and it coincided with the COVID-19 outbreak. Although the backlog orders were processed during the first quarter of 2020–2021, the business for the next quarter was affected. Social distancing norms created a shift in the way of doing business, which was a boon for a designing company like DTI. Now, the task before this self-made woman entrepreneur was to formulate strategies to scale up the business.

After analysing the case, the students will be able to: i. Value the contribution of women entrepreneurs towards the economy. ii. Examine the motivational factors and challenges of women entrepreneurs. iii. Understand the importance of networking. iv. Appraise the socio-cultural factors in a patriarchal society and their impact on the work-life balance of a woman entrepreneur. v. Appreciate the interactive leadership style of women entrepreneurs. vi. Formulate strategies to scale up the business.

• Agarwal, S., & Lenka, U. (2015). Study on work-life balance of women entrepreneurs – review and research agenda. Industrial and Commercial Training, 47(7), 356–362. doi:10.1108/ict-01–2015-0006 • Amit, R., & Muller, E. (1995). “Push” And “Pull” Entrepreneurship. Journal of Small Business & Entrepreneurship, 12(4), 64–80. doi:10.1080/08276331.1995.10600505 • Buttner, E. H. (2001). Examining Female Entrepreneurs' Management Style: An Application of a Relational Frame. Journal of Business Ethics, 29(3), 253–269. doi:10.1023/a:1026460615436 • Carter, S.C. (1997). E. Holly Buttner and Dorothy P. Moore (1997), ‘Women’s Organisational Exodus to Entrepreneurship: Self-reported Motivations and Correlates with Success', Journal of Small Business Management, January, pp34-47. • Cohoon, J. McGrath and Wadhwa, Vivek and Mitchell, Lesa, Are Successful Women Entrepreneurs Different from Men? (May 11, 2010). Available at SSRN: https://ssrn.com/abstract = 1604653 or http://dx.doi.org/10.2139/ssrn.1604653 •Fletcher, J. (1998), Relational Practice: A Feminist Reconstruction of Work, Journal of Management Inquiry, 7(2), 163-186. • Kirkwood, J. (2009). Motivational factors in a push‐pull theory of entrepreneurship. Gender in Management: An International Journal, 24(5), 346–364. doi:10.1108/17542410910968805. • Malyadri, G., Dr. (2012). Role of women Entrepreneurs in the Economic Development of India. Paripex – Indian Journal of Research, 3(3), 104–105. doi: 10.15373/22501991/mar2014/36. Pal, N. (2016). Women Entrepreneurship in India: Important for Economic Growth. International Journal of Pure and Applied Researches, 4(1), 55–64. Pugazhendhi, D. P. (2019). Problems, Challenges and Development of Women Entrepreneurs. Emperor Journal of Economics and Social Science Research, 1(4), 48–53. doi:10.35338/ejessr.2019.1407. Shastri, S., Shastri, S., & Pareek, A. (2019). Motivations and challenges of women entrepreneurs. International Journal of Sociology and Social Policy, 39(5/6), 338–355. doi:10.1108/ijssp-09–2018-0146. Tende, S.B. (2016). The Impact of Women Entrepreneurs towards National Development: Selected Study on Taraba State. Information and Knowledge Management, 6, 30–43. Xheneti, M., Karki, S. T., & Madden, A. (2018). Negotiating business and family demands within a patriarchal society – the case of women entrepreneurs in the Nepalese context. Entrepreneurship & Regional Development, 31(3–4), 259–278. doi:10.1080/08985626.2018.1551792

CSS 3: Entrepreneurship.

The paper's aim is to establish how world class manufacturing (WCM) was diffused to some small‐ and medium‐sized enterprises in the NW of England and the network of institutions involved ranging from the state to firms, and to iterate the results with Miller and O'Leary's work on accounting practices and governance.

This followed an actor network theory approach of “following the actors and actants” using interviews and documentation.

Three accountabilities (financial, production, and idealised customer) at firm and state levels were linked through agencies like consultants, academics, and employer federations, and quasi‐governmental organisations like training and enterprise councils. New discourses and programmes of governance associated with competitiveness fostered changes in accountability locally and nationally. Competitiveness, WCM, and occasional allies like activity‐based costing lacked stable and consistent definition. They are adopted and circulate because their plasticity helps actors redefine themselves within translation and mediation processes.

Shop floor workers were not directly studied. Hence, observations on resistance and enactment are tentative.

Continual translations within large networks shape new techniques of management and governance.

The paper shows that programmes and discourses of governance over time are reciprocally linked in a constellation of state institutions and firms.

The purpose of this paper is to focus on the performance analysis of Polyvinylpyrrolidone (PVP) – Chitosan composite dye transfer inhibitor (DTI) for household laundry. The developed composite DTI is tested against different commercial dyes and detergent powders normally used in the household laundry for its performance.

The DTI article is tested for its performance against five commercial dyes and five commercial detergent compositions. The dye re-deposition behaviour of the control fabric was measured in terms of the colour difference (ΔE) values. The influence of PVP on the washing efficiency of detergent was evaluated against tea, coffee and juice stains.

The results showed that there is an excellent performance of the developed product noted in terms of DTI performance against reactive, basic and sulfur dyes. The DTI product showed a significantly (p<0.05) less performance against acid and direct dyes. There is no significant differences noted in the stain removal efficiency of the detergent in the presence of PVP in the wash liquor (p>0.05).

The usage of DTI polymer in the household laundry has no significant influence on the detergents performance in terms of stain removing efficiency. The DTI polymer’s function in the wash liquor depends up on the type of polymer used, as they are sensitive to the type of detergent compositions used and the type of dyes bleeds in the wash liquor.

Massive open online courses (MOOCs), a Taylorist attempt to automate instruction, help make course delivery more efficient, economical and better. As an implementation of Digital Taylorism Implementation (DTI), MOOCs enable individuals to obtain an occupation-oriented education, equipping them with knowledge and skills needed to stay employable. However, learning through online platforms can induce tremendous amounts of technology-related stress in learners such as complexity of platforms and fears of redundancy. Thus, the aim of this paper is to study how student perceptions of DTI and technostress (TS) influence their perceived employability (PE). The role of TS as a mediator between DTI and PE has also been studied.

Stratified sampling technique has been used to obtain data from 305 students from 6 universities. The effect of DTI and TS on PE, and the role of TS as a mediator, has been examined using the partial least squares (PLS) structural equation modelling approach with SMART PLS 4.0. software. Predictive relevance of the model has been studied using PLSPredict.

Results indicate that TS completely mediates the relationship between DTI and PE. The model has medium predictive relevance.

Learning outcomes from Digitally Taylored programs can be improved with certain reforms that bring the human touch to online learning.

This study extends Taylorism literature by linking DTI to PE of students via technostress as a mediator.

This paper examines post‐Enron developments in UK audit and corporate governance regulation. It considers the latest government‐initiated reviews into audit regulation, specifically those conducted by the Co‐ordinating Group on Audit and Accounting Issues and the DTI Review Team, and into corporate governance, specifically those undertaken by Derek Higgs and Sir Robert Smith. The paper notes that the reviews were undertaken in the context of developments initiated both before and after the collapse of Enron, including, respectively, the new system for the regulation of the UK accountancy profession as established by the Accountancy Foundation, and the US Sarbanes‐Oxley Act. The reviews have been welcomed by government and thus should play a large part in setting the agenda for the future regulation of UK audit and corporate governance. The proposals for auditing share a number of characteristics with the recommendations of a pre‐Enron empirical study which investigated the regulation of UK listed company audit, although significant distinctions remain. The proposals for corporate governance continue the ‘comply or explain’ approach and do not recommend passing its regulation from the Financial Reporting Council to another independent body of ‘stature’ such as the Financial Services Authority (FSA). It is concluded that key to successful implementation of recent proposals will be the need, for audit, to demonstrate that there is no cosy relationship between regulators and the auditing profession, especially the ‘Big Four’ firms, and, for corporate governance, a willingness to look outside the ‘one‐size‐fits‐all’ approach.

The technology of so‐called new public management (NPM) in the UK encompasses a broad range of approaches to the reform of public services based loosely around notions of downsizing the State, cost‐cutting, marketisation, competition and emphasis on the reform of accounting within the Government. NPM has been utilised in the reform of the old public sector science and technology laboratories. This paper sets out the reasons why the provision of science and technology services may be a discrete area of public service, not necessarily amenable to NPM. It then charts the development of policy and practice in this area, using actual examples of agencification and privatisation. Finally it offers a tentative evaluation of the manifestations of NPM in this area concentrating on ownership, control and accountability; markets and customers; and financial costs and rewards.