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To create the expected value and benefits through open data, appropriate provision and usage of data are required simultaneously. However, the level of provision and usage of open data differs from country to country. Moreover, previous research on open data has only focused on either open data provision or usage. To fill the research gap, the purpose of this paper is threefold: first, to understand the current status of the provision and usage of open data; second, to identify patterns in the provision and usage of open data; and third, to provide appropriate future directions and guidelines for the transformation paths of each pattern.

The authors analyzed the data collected from open data portals of 13 countries that provide information on the provision and usage of open data together.

The authors identified four patterns of the provision and usage of open data, namely, availability-driven, government-driven, market-driven and interaction-driven patterns. Furthermore, three strategic paths of transformation reach a high level of open data provision and usage, namely, data provision-focused, data usage-focused and balanced transformation paths.

This study provides a foundation that enables researchers to build a holistic theory that can integrate fragmented and incomplete knowledge of open data and usage, particularly in the context of government.

Open government data (OGD) is a comparatively new field in e-government and the factors influencing its continuance use by citizens have not been extensively explored. A better understanding of these factors can help the government to articulate strategies and policies that can advance the acceptance and use of OGD technologies. Thus, this paper aims to empirically determine the predictors influencing the continuance usage intention of OGD technologies.

Following an empirical investigation among 370 respondents in Bangladesh, a developing country, the paper applied path analysis using the structural equation modeling approach. The unified theory of acceptance and use of the technology model is integrated with the information system continuance model to investigate the continuance usage intention of OGD technologies.

The outcomes of this study reveal that performance expectancy, effort expectancy, social influence and facilitating conditions (FC) directly affect users’ satisfaction (SAT). In addition, SAT and FC were found statistically significant toward continuance usage intention of OGD technologies.

The findings of this study suggest policymaker and OGD providers to formulate or modify their strategies to retain the existing OGD users and stimulate persistence usage.

Facilitating long-term use by citizens would increase their engagement and they might derive value from the OGD platforms. Concurrently, the government’s objective of ensuring increased future use of OGD technologies would be better realized.

The novelty of this study lies in the fact that it addresses a previously overlooked area of open data research, namely, the acceptance and use of open data technologies and ways to stimulate it. This study has contributed to the existing but limited literature on continuance usage intention of OGD technologies in the context of a developing country.

While “transparency-by-design” serves as the antecedent of any Open Government Data (OGD) initiative (Janssen et al., 2017), its logical objective would be the extent to which data “usage” is facilitated. This paper aims to underscore the significance, drivers and barriers to ensure “usage” of data sets conceding that re-use of data sets is one of the key objectives of any OGD initiative.

With a documentary analysis approach, the OGD initiative of Sri Lanka is investigated for the present purpose. Furthermore, the theoretical model of citizen engagement in OGD suggested by Sieber and Johnson (2015) is being referred to appreciate the extent to which the usage of data sets is facilitated via the OGD platform.

There are drivers as well as barriers as far as facilitating the usage of the data sets in the Sri Lankan OGD initiative is concerned. For instance, some of the drivers are the provision of suggesting data sets or the possibility of referring to data sets which are historical in nature. However, there are countless barriers to usage than the drivers. For instance, there is absence of metadata in the data sets; the data sets are not updated regularly; there are historical data; the formats of the data sets are limited in nature and are not user-friendly; there is no facility of conducting data visualization or analytics, and there is no collaborative approach towards building further the OGD initiative.

As only one case study is probed in the paper, further research is warranted to undertake a comparative approach by taking two or more case studies into consideration.

This study holds relevance for Sri Lankan Government and other stakeholders (policy makers, citizens, developers and the like) so far as furthering of user engagement in OGD initiative is concerned.

Facilitating more usage by citizens would increase their engagement, and they might derive value out of the data sets. At the same time, the government’s objective of ensuring increased usage of the data sets would be better realized.

“Transparency-by-design” approach had its focus on the publishing phase of OGD, and this paper seeks to provide its logical conclusion by emphasizing upon “usage by stakeholders” because by opening data sets, the government has the target to ensure that these open data sets are being used and re-used. Therefore, it is the outcome which is being discussed with the support of a case study set in the background of Sri Lanka’s Open Data initiative. Besides, this is the first study which probes the OGD initiatives of Sri Lanka – therein lies the major contribution of the study.

Open government data (OGD) is making available data freely to all by the government with the aim to ensure accountability and transparency in government besides generating public value by its usage. OGD is an emerging government initiative in Pakistan, and there is a lot of potential for harnessing OGD for spearheading innovation and improvising services in different economic sectors. This paper aims to seek to investigate the usage of OGD in private sector and non-governmental organizations (NGOs) in Pakistan.

Documentary analysis is conducted to review the national OGD portal of Pakistan. Besides, structured interviews were conducted with 49 senior management representatives from private sector and NGOs to solicit their perspectives regarding the usage of OGD for professional purposes. Also, questions were posed regarding the challenges in harnessing OGD for professional purposes.

OGD has immense usage for private sector and NGOs; however, more initiatives are required on the part of the government to open their data sets. Further, involvement of stakeholders from the private sector and NGOs and other interested partners is required for an optimum usage of OGD in different economic sectors of Pakistan.

As the research focuses on private sector and NGOs in Pakistan, the study requires a more broad-based approach to take into account the perspectives of different users. Further research is required to appreciate the role of contextual factors in determining the usage of OGD in Pakistan.

Government should be more forthcoming in its OGD initiatives and encourage collaboration from citizens, businesses, voluntary organizations and the like.

Working professionals from different economic sectors should tap OGD for generating value by improvising their services.

The study is the first one to be conducted in Pakistan about the OGD initiatives of the country. Soliciting views from the key management representatives in the private sector and NGOs, the paper contributed to the extant OGD literature which is more supply-focused and not demand-driven. While conceding that there are ample usages of OGD for the different economic sectors, the paper underlines the need for refining the OGD initiatives of Pakistan.

This study aims to investigate the factors determining the readiness for uptake of open data (OD) in Tanzania. Specifically, this study intended to answer the question that sought to find out the factors that influence the implementation of OD in universities under study in a view to aligning with recommended strategies for optimizing the use of data in the open science era.

This study used a cross-sectional survey design whereby data were collected using quantitative and qualitative research approaches. A sample size of 212 respondents was drawn from the sampling frame of a population of 1,846 researchers from the participating universities using both probability and nonprobability sampling techniques. A self-administered questionnaire was used to collect data from researchers while interviews were administered to decision-makers. These two groups were believed to have the necessary knowledge for this study.

The findings indicate low or lack of skills and awareness on issues related to OD among researchers and decision-makers. This study also reveals inadequate infrastructure to support open science initiatives including OD. Moreover, this study shows a lack of supportive institutional strategies and policies that trigger the implementation of OD initiatives in Tanzania. This study recommends that universities should uplift the level of confidence of researchers by ensuring all necessary factors determining the uptake of OD are in place before and during the implementation of OD initiatives.

This study was conducted during the time when researchers in universities are in an infant stage of adopting the concept from the developed world. In this regard, it is important to carry out a tracer study on establishing the OD phenomena after a number of universities have implemented OD initiatives in the country.

The researchers recommend the establishment of institutional policy and strategies to guide the implementation of OD among universities in Tanzania. Including awareness creation awareness through providing training among researchers and academics in universities. The results shed light to decision-makers on the understanding of the role of sharing research data in enhancing openness and validation of findings to increase the authenticity of results among researchers.

The authors have revealed the factors affecting the implementation of OD among scholars in universities. This study reveals the level of acceptance of OD initiatives and the factors that could trigger adoption of OD.

This paper presents factors that determine the readiness for the uptake of OD in universities in Tanzania from the researcher’s perspective. This study was conducted to fill the knowledge gap that sought to establish understanding of researchers about OD. The gap was established through literature and it was found that none of the presented studies researched on this phenomenon in Tanzania.

With the continuous development of the global COVID-19 epidemic, mobile learning has become one of the most significant learning approaches. The mobile learning resource is the basis of mobile learning; it may directly affect the effectiveness of mobile learning. However, the current learning resources cannot meet users' needs. This study aims to analyze the influencing factors of accepting open data as learning resources among users.

Based on the technology acceptance model (TAM) and the unified theory of acceptance and use of technology (UTAUT), this study proposed a comprehensive theoretical research model. Data were obtained from 398 postgraduates from several universities in central China. Confirmatory factor analysis was used to determine the reliability and validity of the measurement model. Data has been analyzed using SPSS and AMOS software.

The results suggested that perceived usefulness, performance expectancy, social influence and facilitating conditions have a positive influence on accepting open data as learning resources. Perceived ease of use was not found significant. Moreover, it was further shown in the study that behavioural intention significantly influenced the acceptance of open data as learning resources.

There is a lack of research on open data as learning resources in developing countries, especially in China. This study addresses the gap and helps us understand the acceptance of open data as learning resources in higher education. This study also pays attention to postgraduates' choice of learning resources, which has been little noticed before. Additionally, this study offers opportunities for further studies on the continuous usage of open data in higher education.

Open government data (OGD) is making data available free to all by the government with the aim of ensuring accountability and transparency in government besides generating public value by its usage. OGD is an emerging government initiative in Indonesia and there is potential for harnessing OGD for spearheading innovation and improvising services in different economic sectors. This paper aims to investigate the usage of OGD in the private sector and non-governmental organizations (NGOs) in Indonesia.

Documentary analysis was conducted to review the national OGD portal of Indonesia. Structured interviews were conducted with 49 senior management representatives from the private sector and NGOs to solicit their perspectives regarding the usage of OGD for professional purposes. Also, questions were posed regarding the challenges in harnessing OGD for professional purposes.

OGD has immense potential for private sector and NGOs; however, more initiatives are required on the part of the government to open their data sets. Further, involvement of stakeholders from the private sector and NGOs and other interested partners is required for an optimum usage of OGD in different economic sectors of Indonesia.

As the research focuses on the private sector and NGOs in Indonesia, the study requires a more broad-based approach to consider the perspectives of different users. Further research is required to appreciate the role of contextual factors in determining the usage of OGD in Indonesia.

The study is one of the first to be conducted in Indonesia about the OGD initiatives of the country. Soliciting views from the key management representatives in the private sector and NGOs, the paper contributes to the extant OGD literature, which is more supply-focused and not demand-driven. While conceding that there are ample usages of OGD for the different economic sectors, the paper underlines the need for refining the OGD initiatives of Indonesia.

This paper aims to examine the nature and sufficiency of descriptive information included in open datasets and the nature of comments and questions users write in relation to specific datasets. Open datasets are provided to facilitate civic engagement and government transparency. However, making the data available does not guarantee usage. This paper examined the nature of context-related information provided together with the datasets and identified the challenges users encounter while using the resources.

The authors extracted descriptive text provided together with (often at the top of) datasets (N = 216) and the nature of questions and comments users post in relation to the dataset. They then segmented text descriptions and user comments into “idea units” and applied open-coding with constant comparison method. This allowed them to come up with thematic issues that descriptions focus on and the challenges users encounter.

Results of the analysis revealed that context-related descriptions are limited and normative. Users are expected to figure out how to use the data. Analysis of user comments/questions revealed four areas of challenge they encounter: organization and accessibility of the data, clarity and completeness, usefulness and accuracy and language (spelling and grammar). Data providers can do more to address these issues.

The purpose of the study is to understand the nature of open data provision and suggest ways of making open data more accessible to “non expert users”. As such, it is not focused on generalizing about open data provision in various countries as such provision may be different based on jurisdiction.

The study provides insight about ways of organizing open dataset that the resource can be accessible by the general public. It also provides suggestions about how open data providers could consider users' perspectives including providing continuous support.

Research on open data often focuses on technological, policy and political perspectives. Arguably, this is the first study on analysis of context-related information in open-datasets. Datasets do not “speak for themselves” because they require context for analysis and interpretation. Understanding the nature of context-related information in open dataset is original idea.

This paper aims to examine the use and acceptance of open government data (OGD) of different stakeholder groups in India.

Following an empirical investigation among 244 respondents in India, the paper deploys path analysis via LISREL. The conceptual construction of the Unified Theory of Acceptance and Use of Technology (UTAUT) framework is used to assess the behavioral intention to use and accept OGD. Multiple regression analysis informs the relationship of demographic variables with the behavioral intention to use and accept OGD.

Path analysis showed that there is an increased use and acceptance of OGD among the respondents. Multiple regression analysis shows that men are more likely to use open data sets than women. Individual differences are found among the respondents with regard to OGD usage. Thus, while men may tap open data sets in line with their purposes and professional backgrounds, women are likely to tap the data sets even for non-professional purposes. Furthermore, the respondents who are younger in age are more behaviorally inclined to accepting and using OGD than their older counterparts.

The Indian government needs to popularize and familiarize OGD initiatives among the people to a greater extent. The utilitarian value of OGD may be provided when data sets are more user-friendly, frequently updated and accurate. This would facilitate in better provision of public services besides appreciating the public sentiment. Further, with increased interaction between citizens and the government, public accountability and transparency may be better realized.

The study shows that different groups of people are engaging in tapping information through government websites and related portals. Societal influence was found to be an important factor which predicts the acceptance and usage of OGD. An infrastructure can help to enable the use of OGD.

Hitherto, studies have focused on OGD initiatives in the developed countries, but extant literature is scarce on developing countries. Therefore, this study seeks to fill the literature gap by probing OGD use and acceptance among different stakeholder groups in India.

Despite the potential benefits of open government data (OGD) and its recent adoption by many governments, little is known about monitoring its use by the public. This paper aims to address the knowledge gap by empirically examining OGD usage in Tanzania.

A field survey design was used to gather quantitative data from 288 people in seven regions of Tanzania to facilitate an analysis of the determinants of users’ behavioural intention and use behaviour of OGD. Guided by the Unified Theory of Acceptance and Use of Technology model, the study analysed the tendencies of these determinants on the use of the OGD portal.

The results show that performance expectancy, effort expectancy, social influence and facilitating conditions affect users’ acceptance and use of the OGD portal. The results suggest that OGD initiatives should focus more on their potential applications than publication. It is important to monitor and evaluate OGD use and the conditions that allow it to continue. By linking OGD with other government initiatives, governments can build strategies, capacity and social awareness. During the development of OGD platforms for extensive reuse, new data technologies like the semantic web should be considered.

Hitherto, research has underlined the significance of OGD initiatives at large and that studies in developing countries are scarce, especially that probe the uptake of the current efforts. The present study seeks to plug this research gap by examining the use of OGD in Tanzania’s context.