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This paper aims at identifying the key factors influencing the adoption intention of data analytics for predictive maintenance (PdM) from the lens of the Technology–Organization–Environment (TOE) framework in the Singapore Process Industries context. The research model aids practitioners and researchers in developing a holistic maintenance strategy for large-scale asset-heavy process industries.

The TOE framework has been used in this study to consider a wide set of TOE factors and develop a research model with the support of literature. A survey is undertaken and the structural equation modelling (SEM) technique is adopted to test the hypotheses of the proposed model.

This research highlights the significant roles of digital infrastructure readiness, security and privacy, top management support, organizational competence, partnership with external consultants and government support in influencing adoption intention of data analytics for PdM. Perceived challenges related to organizational restructuring and process automation are not found significant in influencing the adoption intention.

This paper reports valuable insights on adoption intention of data analytics for PdM with relevant implications for the various stakeholders such as the leaders and senior managers of process manufacturing industry companies, government agencies, technology consultants and service providers.

This research uniquely validates the model for the adoption of data analytics for PdM in the process industries using the TOE framework. It reveals the significant technology, organizational and environmental factors influencing the adoption intention and highlights the relevant insights and implications for stakeholders.

Intellectual capital disclosure (ICD) in universities is gaining increasing attention, especially through the adoption of innovative technologies. Online media, as a relevant source of Big Data, is shifting ICD. The purpose of this paper is to explore how Big Data generated through online media, such as websites and platforms like Facebook, can be used as rich sources of data and viable disclosure channels for ICD in a university.

This is an exploratory case study, following the methodology in Yin (2014), that examines how online media data contributes to closing the ICD gap. The IC disclosed through different online media channels by a private university in Albania is analysed using Secundo et al.’s (2016) collective intelligence framework. The online data sources include the university’s website, Facebook page, periodic reports and statements outlining future goals.

What the authors discover in this research is that IC is an important part of how universities operate, and IC is communicated through social media, although unintentionally. However, this only serves to highlight the importance of IC, and if researchers want to discover IC and understand how it works in an organisation, they need to include social media and a prime resource for developing that understanding.

Most importantly, the findings add to a growing consensus that ICD researchers, and researchers in other management and accounting disciplines, who traditionally rely on annual corporate social responsibility and other periodic reports, they need to change their medium of analysis because these reports no longer can be relied on to understand IC and its impact on an organisation.

Online media tools and the advent of Big Data have created new opportunities for universities to disclose their IC information to stakeholders in a timely manner and to gain relevant insights into their impact on the society. The originality of the paper resides in the contribution of Big Data to the ICD research stream.

The purpose of this paper is to provide an overview of what the author believes to be his major contributions to the field of Educational Administration.

The approach taken is a personal review and reflection based on research. For purposes of structuring the article three themes have been selected – complexity, development, and being close to and providing an empirical base for policy and practice. In addition, three areas are discussed that the author regrets having not taken further – the relationship between a school and its system from the school's perspective, the role of quality evidence, particularly the provision of valid and reliable surveys for use by practitioners, and public attitudes to education, including re‐examining the purposes of schools and their enactment.

The studies reviewed stress the importance of the interrelationship between the individual, organisational and contextual in effective teaching of educational administration, organisational development in schools, leadership for organisational learning and student outcomes, and successful school principalship. These studies promote a “tinkering towards Utopia”. “Tinkering” in the sense of improvement from the inside out rather than from outside schools and from the top down, and being about small scale and developmental rather than wholesale and/or continuous change. “Utopian” in the sense of focusing on complexity and heterogeneity rather than simplicity and homogeneity in both purposes and processes. “Utopia” is about learning for all, especially through facilitating schools as communities of professional learners. However, there continues to be a need for researchers in the field to provide a stronger empirical base for policy and practice, including providing quality, culturally specific evidence.

While clarity is provided on the links between leadership and student outcomes in schools and areas for further research are identified, the article is limited by its heavy reliance on the author's Australian research findings.

The article has value in that the links are clarified between leadership and a breadth of student outcomes. It broadens what counts for good schooling and school leadership and provides clear evidence for improvements in policy and practice.

The purpose of this paper is to explore and identify the causes of the failure of the Larkin Company (Buffalo, NY), once one of the nation's largest mail‐order houses in the decades surrounding 1900.

Borrowing conceptual frameworks from both recent management and historical scholarship on organizational failure that integrates exogenous and endogenous factors, this study employs traditional historical methods to explain the causes of Larkin's failure. The main primary sources include the Larkin Company records, government documents, personal papers, trade journals, and other primary sources.

Begun as a modest soap manufacturer by John D. Larkin, in Buffalo, in 1875, the Larkin Company grew to become one of the largest mail‐order houses in the USA in the decades surrounding 1900 owing to its innovative direct marketing practices, called the “factory‐to‐family” plan, that relied on unpaid women to distribute its products. In 1918, anticipating the chain store boom, Larkin established two grocery store chains (other retail ventures followed). The company regularly lost money in these ventures and, combined with a shrinking mail‐order economy, struggled during the 1920s and 1930s, and eventually liquidated in 1941‐1942. A number of exogenous and endogenous factors, acting alone and in various combinations, proved too challenging to second‐ and third‐generation family members who ran the company after 1926.

This research paper tries to understand the decline of an important progressive firm during the interwar period. Whereas Sears Roebuck and Montgomery Ward were able to make the transition from mail order to stores, Larkin Company failed to navigate this transition successfully. It also adds to the small but important literature in management and business history on organizational failure and may serve as a cautionary tale for family businesses.

THE method of conducting some of the Library Association professional examinations at provincial centres this year has given rise to a certain degree of adverse comment. We have received a letter from the National Union of Clerks, signed Mr. Herbert H. Elvin, the General Secretary, in which it is stated that “If it is intended that the Library Association examination should take a place amongst the recognised professional examinations some enquiry should be made as to the methods adopted in the various local centres for the supervision of the candidates.” After giving some particulars, the letter proceeds: “If examinations are to be held, would it not be better to abolish local centres altogether, and hold the examination in London, where all candidates might be sure of receiving the same treatment?” At the Annual Meeting of the Library Assistants' Association at Nottingham the other day, numerous complaints of a similar nature were made, of which particulars are given in the current Library Assistant. No doubt special local circumstances affected the administration of the examinations to a considerable extent, but even making allowances for this, there seems to be plenty of room for reform and improvement.

The purpose of this paper is to examine retailer response to the use of alternative currency, or scrip, as an emergency measure during the Great Depression. Advocates of scrip argue that it would help recovery efforts, encouraging consumer spending and keeping dollars “at home” within the local community. Merchants face a dilemma, as they hope to use any means to increase sales, but are worried that they would be left holding a stack of worthless paper that they would not be able to pass on to their suppliers. Two cases of scrip in action in Chicago and Atlanta are contrasted.

This paper draws upon primary data sources including period newspapers from across the USA, business periodicals, archival materials from retailers and city councils, and government reports.

There is no uniform response to the use of scrip by merchants. Some retailers hope to use scrip to boost sales and encourage consumer loyalty, and even organized their own campaigns to use alternative currency. In other cases, retailers felt the risks of accepting scrip were too high. Without the participation of retailers, scrip schemes were doomed to failure.

In the early years of the Depression, alternative currency enjoyed a remarkable popularity across the USA. It is now known that scrip would not end the crisis, as boosters hoped, yet this episode reveals much about popular understandings of the economy, and the role of retailers in local communities.

Communications regarding this column should be addressed to Mrs. Cheney, Peabody Library School, Nashville, Term. 37203. Mrs. Cheney does not sell the books listed here. They are available through normal trade sources. Mrs. Cheney, being a member of the editorial board of Pierian Press, will not review Pierian Press reference books in this column. Descriptions of Pierian Press reference books will be included elsewhere in this publication.

This study aims to develop a taxonomy of requirements for mobile BIM technologies (MBT), clarify the relating terms and concepts, and identify the interactions between MBT features and the construction management functions on sites.

A positivist approach with elements of interpretivism is adopted to allow to capture what is perceived as “reality” in relation to individuals’ interpretation and experience in the use and implementation of MBT. This is achieved by using a mixed qualitative-quantitative approach that can capture the various understandings of MBT. The research methods included a longitudinal case study over 12 months, two project workshops, expert interviews and an industry survey that together helped to investigate MBT at project, enterprise and industry levels.

The MBT requirements taxonomy included requirements relating to both project and organisation. Project requirements addressed MBT functionalities for sites and information management, while organisation requirements focused on the integration of MBT solutions with the enterprise from information technology, legal and security perspectives. A detailed matrix showing the interactions between five key MBT features and seven construction management functions was also developed.

The two constructs developed by this study can help researchers to structure their investigation of key uses of MBT applications and their benefits. It can be used by researchers aiming to investigate integrated approaches to the digitalisation of construction sites, such as those enabled by Digital Twins. The interaction matrix can aid researchers in evaluating the intersections between the MBT functionalities and the site construction management functions (e.g. theoretical analysis of interactions from Lean Construction, benefit evaluation perspective). More broadly, the two constructs can support research and practice investigating the development of data-driven approaches on construction sites.

The developed MBT taxonomy can guide construction organisations in selecting suitable MBT for Field BIM for their projects. It can also act as a baseline against which varying MBT solutions can be compared.

Constructs such as taxonomies for MBTs; an understanding of MBT capabilities and use within the industry; and a lack of delineation between related terms, such as Mobile BIM, Field BIM, Site BIM, Cloud BIM and Mobile Apps, were lacking in the literature. This study contributed to addressing this gap.