Development in Information and Communications Technology (ICT) Statistics at the Australian Bureau of Statistics

This paper outlines the ICT statistical developments that the ABS has undertaken over recent years. These developments have been on both the supply side (ICT industry) and the demand side (use of IT by sector). The content of ABS ICT surveys has changed significantly over the last few years and are expected to develop further in line with industry changes and emerging policy needs.
Recent developments in household collections have been the inclusion of IT use questions in the 2001 Census of Population and Housing and in various ABS social surveys such as Children's Participation in Culture and Leisure Activities. Annual business IT use surveys are now conducted and include topics such as Internet commerce and IT security. Biennial ICT industry surveys are conducted to provide data on ICT production, imports and exports, ICT industry employment, performance and structure information. An Internet activity survey is run every six months and provides regional Internet access details and infrastructure details on Internet service providers.
A major development for 2002–03 will be the compilation of an ICT satellite account. ABS intends to produce an ICT Information Development Plan to guide its future statistical development work in the ICT field.     

Official Statistics on ICT in Japan

Taking into account the developments of ICT in recent years, a lot of countries are dealing with the preparation of statistics on ICT. In Japan, the Basic Law on Formation of an Advanced Information and Telecommunications Network Society (Basic Law on IT) was enforced on January 6, 2001, in which the Government is obliged to prepare official statistics related to ICT. In Japan, at least 41 kinds of official statistical surveys, including questions related to ICT, have been conducted in the past five years. Their main purpose, survey items and survey methods are various and different from each other. To grasp the new development in IT as a whole, “IT Indicators in Japan”, which is a new compendium on ICT, was compiled in 2001. Also, “Information and Communications in Japan”, which is a white paper published in 2001, presented basic data on the extent to which IT has permeated the economic activity and people's lives. In addition, the 11th revision of the Japan Standard Industrial Classification (JSIC) was published by the Statistical Standards Department, Statistics Bureau, Ministry of Public Management, Home Affairs, Posts and Telecommunications (MPHPT) in March 2002 in response to the change of economy and society including the development of ICT. The Working Group on Indicators for the Information Society of OECD has been working for several years in order to prepare internationally comparable and statistically measurable ICT indicators and related ICT statistics. In this paper, an overview of the present situation of Japanese official statistics related to ICT is given with some analysis. In addition, some problems are raised which should be considered from the viewpoint of the necessity and measurability and so on for the appropriate preparation of ICT indicators and e‐commerce‐related statistics. “IT; Information Technology” and “ICT; Information and Communications Technology” are often used without any distinction. “ICT” is used in this paper except where “IT” is used as a proper noun, as it is considered almost the same as “IT”. The views expressed herein are those of the author, and are not necessarily those of the Statistical Standards Department or any other Japanese government authorities.     

A firm-level analysis of determinants of ICT adoption in Spain

The purpose of this paper is to analyse the role played by five groups of factors in ICT adoption: environment, firm structural characteristics, human capital, competitive strategy, and internal organization. In order to achieve this goal, the data collected in a survey with a sample of 337 Spanish workplaces are used. The paper overcomes some of the limitations found in the empirical literature since it examines several ICT infrastructure and usage indicators at the same time, using a sample of workplaces of different sizes in all activity sectors in a context of a developed country with a low rate of ICT incidence. Results highlight the need to study the different ICT separately as well as the importance of establishment size, multinational ownership, and high-skilled workforce in ICT adoption. Quality control systems and team-based organization of work also play a relevant role in the diffusion of certain elements of ICT within firms. The need of reviewing the traditional public support for ICT implementation on small workplaces arises, together with the existence of complementarities with policies aimed to attract foreign investments and to increase the workforce education level as a way to spread ICT implementation. Results also show that managers need to align ICT adoption and the strategic focus of the firm more consistently.     

Drivers of context-specific ICT use across work and nonwork domains: A boundary theory perspective

Most theories predicting technology use were conceived when information and communication technology (ICT) devices were less portable, had less functionality, and individuals experienced less permeability between work and nonwork domains. Thus, while individuals today widely use ICT for both professional and personal needs, there is limited knowledge about the validity of traditional models predicting ICT use within and across work and nonwork domains. Using a model based on boundary theory, border theory, and human agency perspective, this study empirically examines the predictors of ICT use across four contexts, namely work use on work and nonwork days, and nonwork use on work and nonwork days. The results, based on data collected from managers and professionals from different Canadian industries, suggest that different drivers may be affecting the four contexts of ICT use. While perceived usefulness of ICT is a significant predictor for both within-domain and across-domain ICT use, there are specific work and individual characteristics that drive across-domain ICT use. Using theories from work/nonwork literature, this paper presents a renewed view to predict context-specific ICT use beyond the traditional models.     

Context and the processes of ICT for development

This paper argues for a rethinking of the notion of context in the information and communication technology for development (ICT4D) research domain. We argue that context can be conceived of as a dynamic outcome constructed through processes of development and interpretation rather than as an entity which can be isolated and represented. Instead of focusing on the adequacy of the representation of context—the motivation of contextualism—researchers should consider the processes by which context is represented. Three principles are proposed to assist in this endeavour. Firstly, representation of context is a relational process in which both ‘macro’ and ‘micro’ actors engage. Understanding the context of ICT4D requires multiple accounts drawn from different actors. Secondly, while research needs to describe the concepts used by ‘macro’ actors to represent context, it is crucial to recognize them as outcomes of processes of development and not as self-evident entities. Finally, we suggest that research needs to attend to how these accounts are produced, be they by ‘macro’ and ‘micro’ actors. This can be understood as an emergent activity showing not only unexpected outcomes but also that the concepts describing actors change in development. These principles are applied to the case of M-PESA, now widely known as an innovative mobile banking application from Kenya. One outcome of this approach is that it helps explain why ICT4D projects in general, and M-PESA in particular, are often difficult to replicate successfully.     

Rethinking determinants of ICT acceptance: Towards an integrated and comprehensive overview

In the contemporary ICT environment, we are confronted with a growing number of failing innovations. New technological innovations often fail because too much attention is still given to (technical) product-related features without taking into account the most important parameters of user acceptance. In addition, suppliers of ICT products often lack accurate insight into the distinguished profiles of their (potential) target audience. In this article theoretical considerations and empirical results on this matter are highlighted. First of all, an approach is proposed in which more traditional and often scattered vision(s) on adoption determinants are broadened into an integrated framework. The approach provides a stronger base for better targeting of (new) users of technologies. Secondly, the authors elaborate on this by rethinking these determinants with regard to later adopters. Later adopters (or even non-adopters/users) are often ignored in technology acceptance research. However, especially for policy purposes, the understanding of why people do not adopt or do not use ICT is strongly relevant in the light of the development of an inclusive information society. Both approaches are illustrated by case studies starting from a common list of nineteen ICT appropriation determinants. This framework enables to better profile both earlier and later adopters as well as it allows to formulate recommendations how to bring innovations in the market. Summarizing, this contribution offers an integrated approach on technology acceptance research by bridging the gap between a market and a policy-oriented point of view.     

DOES ICT GENERATE ECONOMIC GROWTH? A META‐REGRESSION ANALYSIS

Despite phenomenal technological progress and exponential growth in computing power, economic growth remains comparative sluggish. In this paper, we investigate two core issues: (1) is there really no connection between ICT and national economic growth? and (2) what factors moderate the ICT–growth relationship? We apply meta‐regression analysis to 466 estimates drawn from 59 econometric studies that explore the Solow or Productivity Paradox that there is little impact of ICT on economic growth and productivity. We explore the differential impact of ICT on developed and developing countries and the differential impact of different types of ICT: landlines, cell phones, computer technology and Internet access. After accommodating potential econometric misspecification bias and publication selection bias, we detect evidence that ICT has indeed contributed positively to economic growth, at least on average. Both developed and developing countries benefit from landline and cell technologies, with cell technologies’ growth effect approximately twice as strong as landlines. However, developed countries gain significantly more from computing than do developing countries. In contrast, we find little evidence that the Internet has had a positive impact on growth.     

Young people’s ICT role at home—a descriptive study of young Finnish people’s ICT views in the home context

For young people home is an increasingly important place to use Information and Communication Technology (ICT) and to acquire new digital skills mainly by informal learning. In this study we focused on young people’s ICT activity in the home context to examine what kind of theoretical or practical added value as an analysis tool this factor can give for the studies concerning the relationship between young people and information and communication technology. Therefore we constructed a simple ICT role variable to describe young people’s ICT activity at home. In order to find out the expressive power and functionality of the new variable we used empirical data analysing young people’s personal qualities, external factors, ICT usage and ICT competence in the light of the ICT role at home. The research took 2 years (2005–2007) and its empirical data are based on the information given by the Finnish young at the age of about 14 in a geographically limited area. On the basis of the data the personal qualities of young people characterized a young person as an ICT expert at home better than the factors in his/her social and physical environments. The study revealed that the ICT role is a notable factor, when we want to learn more about the relationship between young people and ICT, for example, from the viewpoints of informal learning and diffusion of innovations and use or when we want to create a model of ICT usage or competence.     

Knowledge Spillovers,ICT and Productivity Growth

This paper looks at the channels through which intangible assets affect productivity growth. The econometric analysis exploits a new data set on intangible investment (INTAN‐Invest) in conjunction with EUKLEMS productivity estimates for 10 EU member states from 1998 to 2007. We find that (a) the output elasticity of intangible capital depends upon ICT intensity, consistent with complementarities between ICT and intangible capital; (b) non‐R&D intangible capital has a higher estimated output elasticity than its factor share, as does (c) an index of labour composition. The last two findings are consistent with growth spillovers from investments in knowledge‐based/intangible capital and skills.     

Employability and the psychological contract in European ICT sector SMEs

This article explores the employability of information and communication technology (ICT) professionals from the perspective of small- and medium-sized enterprises (SMEs). The first stage of analysis, based on over 100 interviews with managers of ICT supplier companies in seven European countries (Germany, Greece, Italy, the Netherlands, Norway, Poland and the UK), showed most SMEs to have a generally ad hoc approach to managing the employability of their ICT professionals. Assessment and development plans were used primarily to keep skills current to business needs; however, the more developed northern European markets showed greater awareness of the ‘high commitment’ benefits of a more sophisticated approach towards career management (e.g. through mentoring or career planning). A second stage of analysis based only on UK interviews builds on this to propose a model of positive employer influence on psychological contracts through career and employability management practices.     

Impact of ICT on the productivity of the firm: evidence from Turkish manufacturing

This paper aims to explore the impact of Information and Communication Technologies (ICT) on labor productivity growth in Turkish manufacturing. This is the first attempt at exploring the impact of ICT on productivity in Turkish manufacturing at the firm level. The analysis is based on firm level data obtained from Turkish Statistical Institute (TURKSTAT) and covers the period from 2003 to 2012. The data used in the analysis includes all firms employing 19+ workers in Turkish manufacturing industry. Growth accounting results show that the contributions of conventional and ICT capital to value added growth are not significantly different from each other. On the other hand, results based both on static (fixed-effects) and dynamic panel data analysis highlight the positive influence on firms’ productivity exerted by ICT capital. The findings show that the impact of ICT capital on productivity is larger by about 25 to 50% than that of conventional capital. This contribution of ICT capital is higher than that of non-ICT capital for small sized and low-tech firms. Our findings imply that investing in ICT capital increases firm productivity by increasing the productivity of labor and also that convention growth accounting approaches may not be adequate to identify such linkages.     

Exploring the relationship between Information and Communication Technologies (ICT) and academic performance: A multilevel analysis for Spain

With the world becoming increasingly digitalized, determining the relationship between the use of Information and Communication Technologies (ICT) and educational outcomes takes on special relevance for guiding educational policy decisions in a reasoned way. The objective of this research is to explore the relationship between different types of ICT use at school and at home, students' attitudes towards ICT, and academic performance, as well as to see if these associations differ according to the level of performance of the students. For this purpose, we apply multilevel regression models and quantile regression models with data from the Programme for International Student assessment survey (PISA) 2015. The results show differences in the sign of the association according to the ICT variable analysed. The positive association between ICT use and academic performance is related with its use for entertainment at home, the students’ interest in ICT and an earlier starting age for using ICT. Results also show that higher availability of computers per student in the schools is associated with higher levels of academic performance. However, the use of ICT for schoolwork at home, the use of ICT by students in schools and the importance of ICT as a topic in social interaction for students, are factors negatively associated with academic performance. Finally, our quantile regressions by ability levels suggest that certain types of ICT use appear to be particularly associated with the academic performance of students in the lowest percentiles of performance. These results highlight the need to consider and include ICT as an input into the educational production function. Moreover, public policies should consider the interaction between ICT and the educational performance of underperforming students.     

OECD Efforts to Address the Measurement and Policy Challenges Posed by the Information Society

The OECD has acted as a forum for the discussion of policies regarding the information society for over 20-years, producing guidelines and recommendations in areas such as privacy of personal information, computer security, cryptography, regulatory reform of communications, and most recently on-line consumer protection and the taxation of e-commerce. By and large, this work was undertaken without the benefit of statistical measures. But the economic performance of a number of OECD Member countries during the 1990s underscores that the policy challenges being posed by the information society are increasingly economic in nature—how ICT is affecting productivity, growth rates, inflation, labour markets etc.—necessitating the need for statistically rigorous data. This paper outlines how recent efforts by national statistical offices to improve this situation have allowed researchers to gain new insight into the economic impact associated with ICTs and applications like e-commerce, leading to a number of policy recommendations as to how best to exploit the economic potential of these technologies. The paper ends by outlining important policy issues that require new statistical efforts.     

ICT Adoption and Heterogeneity in Production Technologies: Evidence for Chilean Retailers*

The adoption of information and communication technology (ICT) can have far‐reaching effects on the nature of production technologies. Because ICT adoption is incomplete, especially in developing countries, different groups of firms will have different production technologies. We estimate a latent class stochastic frontier model, which allows us to test for the existence of multiple production technologies across firms and consider the associated implications for efficiency measures. We use a unique data set of Chilean retailers, which includes detailed information on ICT adoption. We find three distinct production technologies. The probability of membership in a more productive group is positively related to ICT use.     

Establishing high-tech industry: The Tunisian ICT experience

Although the high-tech sector in developed countries is well understood, there are considerable gaps in our knowledge about the high-tech sector in developing countries. This study addresses questions about the nature of high tech in Tunisia and about factors associated with information and communications technology (ICT) firms’ success as examples of the high-tech sector. The literature identifies the key characteristics of the sector to be human capital, access to appropriate finance and supporting institutions to provide synergy. Thus we address these factors to establish if they have led to success in Tunisian ICT high tech. We surveyed 60 Tunisian ICT firms and employing a multiple component analysis, supported by a multinomial LOGIT analysis, we found that research and development was negatively associated with firm success. This, we argue, indicates the early stage of high-tech development. Our findings also suggest a subordinate role in the global value chain.The paper concludes with some observations and recommendations.     

Measuring Knowledge Development and Developing Official Statistics for the Information Age

Measuring knowledge development is a new statistical activity that warrants urgent attention in the light of the current Internet explosion. The Internet creates virtual networks by connecting information nodes, knowledge nexus, people and institutions. The Internet has resulted in an unprecedented proliferation of Information, Communication, Knowledge and Entertainment (ICKE), which has in turn brought about structural changes in all aspects of social, economic and political governance. For public policy formulators, including the statistical community, it is imperative that the knowledge development aspect of ICKE be measured. Being abstract, knowledge is difficult to quantify. However, the manifestations of attributes and variables of any knowledge development activity are measurable. The paper outlines a conceptual framework for achieving this. This proposed framework adopts a socio-technological approach, premised on contemporary information and knowledge development as an integral of the people and technology dimensions. To illustrate the workability of the proposed model, the paper identifies some parameters and variables in the current statistical system, and highlights some new data generated via the Internet Subscriber Study and ICT Exposition Visitor Study. All illustrations refer to Malaysian data. Finally, the paper outlines 'way forward' initiatives for establishing a full-fledged set of information and knowledge development indicators.     

Are Scottish firms meeting the ICT challenge? Results from a National Survey of Enterprise

This paper examines the diffusion of Information Communication Technology (ICT) into firms in Scotland and northern England. Data concerning the adoption of micro-computers, e-mail, the Internet, ISDN, in-house website, and the automation of business functions is analysed by industry, firm size, firm age, rate of growth, export involvement, and innovation activity. The results from a sample of 1347 firms found an overall increase in the adoption of ICT in firms between 1998 and 2001. The increase is led by older and larger firms in comparison to younger and smaller firms. In addition, the diffusion of the automation of business functions was found to be sequential, from generic to specific applications. Further increases in the diffusion of ICT are likely to come from upgrading existing equipment and increases in the range of business functions that can be automated. Finally, although use of the Internet and web-based trading has increased in the sample firms, this has not replaced traditional marketing and sales. The results support the view that more firms are taking up the challenge of using ICT in-house, with older and larger firms leading the way ahead of younger and smaller firms.     

ICT policies for SMEs and regional disparities. The Spanish case

The effective incorporation of Information and Communication Technologies (ICTs) in business is not something that takes place homogeneously or always with the same speed, particularly in the case of small and medium-sized firms (SMEs). Obviously, the adaptation process of these technologies by the firms affects, and at the same time is conditioned by, the economic dynamics of the regions. The European Union and the national and regional governments have designed programmes and policies oriented towards strengthening the effective development and application of the ICT in small and medium-sized firms. This paper deals with these subjects taking the Spanish case as a point of reference. First, significant data are presented to show the situation in different regions. Second, a more detailed analysis is made of the promotion policies applied in three regions taken as a case study. From this, certain conclusions are drawn and some critical comments are made.     

Role of health expenditure and ICT in a small island economy: a study of Fiji

The economy of Fiji has witnessed a pervasive role of information and communications technology (ICT) on one hand and an increase in lifestyle diseases on the other. The government however has put in policies to exploit the gains from ICT and increased budget allocation to combat some of the burgeoning health problems in their effort to modernize the economy. In this paper, we explore the short-run and long run effects of health expenditure and ICT on per worker output within the augmented Solow framework (Q J Econ 70:65–94, 1956) and the autoregressive distributed lag bounds procedure (Pesaran et al. in J Appl Econ 16:289–326, 2001) over the period 1979–2010. The results show that health expenditure has a positive and significant effect in the short-run only (0.11 %). ICT has positive and significant effect both in the short-run (0.90 %) and the long-run (0.62 %). Further, the Granger-causality tests reveals a strong bi-directional causality between health expenditure and per worker output, a unidirectional strong causation from capital per worker to ICT development, and a weak causation from ICT to per worker output.     

ICT助力节能减排的影响因素和途径研究

ICT在节能减排和促进低碳经济发展中的重要性得到政府的重视和认可,本文在分析ICT技术推动节能减排所受影响因素的基础上,从通信产业节能减排先行和ICT助力其他行业节能减排两个方面,提出实现ICT推动节能减排的具体途径。