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This study aims to map and analyze health-care pricing information research. This work highlights current gap in pricing information research in health care and proposes future research avenues to academia and industry professionals.

A bibliometric method was adopted to analyze extant literature on pricing information asymmetry. Semistructured interviews were conducted with key stakeholders in health care to triangulate the findings.

Pricing information is crucial for all stakeholders including health-care consumers, providers and regulators. The popular research areas were the rising health-care cost, cost-saving, outcome-based pricing, price based on service supply and demand, insurance and out-of-pocket spending. Cost–quality perceived linkages, cost–demand correlation in health-care service and cost–price interlinked drivers were the dominant themes in extant literature. The study highlighted that pricing information asymmetry pushed patients from weaker sections into a debt trap due to unplanned out-of-pocket health-care expenses. The study suggests areas of research to minimize this pricing information asymmetry.

The emerging themes in health pricing asymmetry will help key stakeholders to identify areas for improvement and take remedial actions in the health-care domain.

This study is a pioneering effort to summarize extant literature published in the health-care information pricing domain and analyze it from a bibliometric perspective. The study also triangulates the finding with primary data from key stakeholders and highlights emerging research areas.

This paper aims to explore the intricate relationship between artificial intelligence (AI) and health information literacy (HIL), examining the rise of AI in health care, the intersection of AI and HIL and the imperative for promoting AI literacy and integrating it with HIL. By fostering collaboration, education and innovation, stakeholders can navigate the evolving health-care ecosystem with confidence and agency, ultimately improving health-care delivery and outcomes for all.

This paper adopts a conceptual approach to explore the intricate relationship between AI and HIL, aiming to provide guidance for health-care professionals navigating the evolving landscape of AI-driven health-care delivery. The methodology used in this paper involves a synthesis of existing literature, theoretical analysis and conceptual modeling to develop insights and recommendations regarding the integration of AI literacy with HIL.

Impact of AI on health-care delivery: The integration of AI technologies in health-care is reshaping the industry, offering unparalleled opportunities for improving patient care, optimizing clinical workflows and advancing medical research. Significance of HIL: HIL, encompassing the ability to access, understand and critically evaluate health information, is crucial in the context of AI-driven health-care delivery. It empowers health-care professionals, patients and the broader community to make informed decisions about their health and well-being. Intersection of AI and HIL: The convergence of AI and HIL represents a critical juncture, where technological innovation intersects with human cognition. AI technologies have the potential to revolutionize how health information is generated, disseminated and interpreted, necessitating a deeper understanding of their implications for HIL. Challenges and opportunities: While AI holds tremendous promise for enhancing health-care outcomes, it also introduces new challenges and complexities for individuals navigating the vast landscape of health information. Issues such as algorithmic bias, transparency and accountability pose ethical dilemmas that impact individuals’ ability to critically evaluate and interpret AI-generated health information. Recommendations for health-care professionals: Health-care professionals are encouraged to adopt strategies such as staying informed about developments in AI, continuous education and training in AI literacy, fostering interdisciplinary collaboration and advocating for policies that promote ethical AI practices.

To enhance AI literacy and integrate it with HIL, health-care professionals are encouraged to adopt several key strategies. First, staying abreast of developments in AI technologies and their applications in health care is essential. This entails actively engaging with conferences, workshops and publications focused on AI in health care and participating in professional networks dedicated to AI and health-care innovation. Second, continuous education and training are paramount for developing critical thinking skills and ethical awareness in evaluating AI-driven health information (Alowais et al., 2023). Health-care organizations should provide opportunities for ongoing professional development in AI literacy, including workshops, online courses and simulation exercises focused on AI applications in clinical practice and research.

This paper lies in its exploration of the intersection between AI and HIL, offering insights into the evolving health-care landscape. It innovatively synthesizes existing literature, proposes strategies for integrating AI literacy with HIL and provides guidance for health-care professionals to navigate the complexities of AI-driven health-care delivery. By addressing the transformative potential of AI while emphasizing the importance of promoting critical thinking skills and ethical awareness, this paper contributes to advancing understanding in the field and promoting informed decision-making in an increasingly digital health-care environment.

The rising of chronic illness and the continuous aging of the global population requires a re-organization of health care systems based on relations and exchange of information to address patient needs in the community. The re-organization of health care systems involves interconnected changes and the development of integrated health care information systems and novel eHealth services. In Crete, the Foundation for Research and Technology-Hellas has developed HYGEIAnet, a Regional Health Information Network (RHIN) to contribute to the re-organization of health care systems and information sharing. We present HYGEIAnet, some of the most critical and novel eHealth services developed and deployed, discuss the impact of an RHIN on health care processes, and explore innovative models and services for health delivery and the coordination of care. We then critically discuss lessons learned regarding the effective management of change to overcome organizational and cultural issues in such large-scale initiatives. The paper concludes with policy and practice recommendations for managing change processes in health care organizations.

The purpose of this paper is to investigate the threats to patient privacy inherent in the movement to reduce health care costs by digitizing health care information.

The paper applies relevant organizational theories to the health care information privacy arena, and predicts different privacy outcomes depending on the model organizations adopt to manage their information processing practices.

Public policy makers who value preservation of patient health care information privacy, can predict the relative safety of information based on the organizational model used by companies which handle that data. Propositions advanced by these theories to explain business processes are reviewed to the extent they help explore the relationships between the users and managers of the digitized health records, and the privacy of the patients' health‐records. The paper offers a series of implications for marketers based on the framework.

The findings are most applicable to health care systems that do not already sacrifice privacy in the name of economy.

The findings can be used to insure the security of health care information.

The paper addresses a recent trend motivated by the need to make health care accessible to more people. Rising health care costs have forced lawmakers and marketers to seek more efficient processes to reduce costs. One unintended consequence is that economies sacrifice privacy.

This paper considers the impact of the Internet on professional services, which are characterised by high levels of interpersonal interaction and where a significant component of the service product is information and expertise. For such services the Internet is primarily an accessible information resource, which has potential to fundamentally change the way in which consumers interact with service providers. The context for the research is healthcare, a professional service that has traditionally been characterised by an information asymmetry that has rested power in the hands of the professional. Based on interviews with healthcare professionals, Web site hosts and consumers, this paper considers the way in which consumers use the Internet to educate themselves about their condition and the consequent effect on the service encounter and the doctor/patient relationship. The findings indicate that patients are increasingly engaging in virtual, parallel service encounters that change the nature of the primary encounter and present challenges to professionals both in terms of relationships and their professional judgement.

This paper aims to illustrate how integrating competitive intelligence (CI) into a US health-care firm can aid in information sharing and building knowledge for the organization.

This study is exploratory using a systematic literature review to develop a conceptual model applied to the US health-care industry.

This research presents key propositions of CI’s role in the CI process along with the C-suite’s role in supporting a process and culture to ultimately, gain competitive advantage through the knowledge-based view.

With the growing volume of data, a unified system and culture within a firm is paramount. The US health-care system is a privatized industry that has become more competitive stifling information sharing. The need for prompt and accurate decision-making has become an imperative. Crises, like the current COVID-19 pandemic, only exacerbate the issue. This model offers a blue print for executives to build a CI function and encourage information sharing.

Previous research has focused on the CI process and its value. Yet, little research is found on how to integrate CI into a firm and its role through the CI process. This study builds a conceptual model addressing integration and the flow of information to knowledge along with key firm dynamics to nurture the function. Although the model is applied specifically to US health care, it offers application to most any industry.

This study is a part of the doctoral dissertation that proposes concrete measures to improve health-care information outreach program for rural health-care professionals in primary and secondary health care in Punjab, Pakistan. This study aims to report on the barriers to accessing and using online health-care information from rural settings of the Punjab province of Pakistan.

A cross-sectional survey was conducted in primary and secondary health-care settings in the Punjab province of Pakistan. The study’s population consisted of the rural primary care physicians (PCPs), who were geographically dispersed across 2,873 different remote health-care settings across Punjab. These practice settings included 2,455 basic health units, 293 rural health centers, 89 tehsil headquarter hospitals and 36 district headquarter hospitals.

Limited internet access, non-availability of required equipment and lack of training facilities were identified as the main barriers. PCPs’ gender, previous enrollment in post-graduation programs and type of health-care facility were significant factors in the perceived barriers related to both “non-availability of required equipment” and “inadequate training facilities on the use of information resources”.

The findings of the study hold some important practical implications for different stakeholders. This study identifies and addresses the barriers to accessing and using health-care information for PCPs in rural settings. The success of the health-care information outreach program in Punjab, Pakistan, should rely on the eradication of these barriers.

To the best of the authors’ knowledge, this is the first large-scale study in Pakistan that assesses the barriers and proposes ways to overcome these barriers to effectively access and use health-care information.

Purpose – The purpose of this article is to investigate one core research question: How can health information technology (HIT) be assessed in a national health care system context?

Design/methodology – We examine this question by taking a systematic approach within a national care system, in which the purpose of HIT is to contribute to a common national health care system's goal: to promote population health in an efficient way. Based on this approach we first develop a framework and our criteria of assessment, and then using Taiwan as a case study, demonstrate how one can apply this framework to assess a national system's HIT. The five criteria we developed are how well does the HIT (1) provide accessible and accurate public health and health care information to the population; (2) collect and provide population health and health care data for government and researchers to analyze population health and processes and outcomes of health care services; (3) provide accessible and timely information that helps to improve provision of cost-effective health care at an institutional level and promotes system-wide efficiency; (4) minimize transaction and administrative costs of the health care system; and (5) establish channels for population participation in governance while also protecting individual privacy.

Findings – The results indicate that Taiwan has high levels of achievement in two criteria while falling short in the other three. Major lessons we learned from this study are that HIT exists to serve a health care system, and the national health care system context dictates how one assesses its HIT.

Originality/value – There is a large body of literature published on the implementation of HIT and its impact on the quality and cost of health care delivery. The vast majority of the literature, however, is focused on a micro institutional level such as a hospital or a bit higher up, on an HMO or health insurance firm. Few have gone further to evaluate the implementation of HIT and its impact on a national health care system. The lack of such research motivated this study. The major contributions of this study are (i) to develop a framework that follows systems thinking principles and (ii) propose a process through which a nation can identify its objectives for HIT and systematically assess its national HIT system. Using Taiwan's national health care system as a case study, this paper demonstrated how it can be done.

The overall purpose of this empirically validated research paper is to determine factors that impact the success of using social media channels by consumers for salvaging health-care information by integrating constructs of the information system (IS) success model, e-health service quality and perceived usefulness during pre- and post-COVID settings.

Online survey responses of 243 consumers for study 1 and 184 consumers for study 2 were validated using factor analysis to understand consumers’ attitudes toward social media use. Constructs from existing literature and theories have been extracted to develop the proposed model, which has been empirically validated through statistical tests. A paired-samples t-test was also conducted to compare the customer satisfaction mean of pre- and post-COVID conditions; and word of mouth (WOM) for pre- and post-COVID conditions.

The outcome of this study supports that service quality and information quality conclusively influence customer satisfaction of consumers for health-care information among respondents pre COVID, and service quality, perceived usefulness and information quality conclusively affect customer satisfaction of consumers for health-care information among respondents post COVID. Furthermore, the e-health service quality contributes noteworthy in shaping the consumers’ satisfaction with social media usage for study 2 and information quality for study 1. A paired-samples t-test revealed that the two groups behaved significantly differently for customer satisfaction and WOM in the two groups.

At prima facie, this study has a geographical limitation for the sample size. The respondents for the online research were from the urban suburb of Bengaluru, India. The data collection has not focused on any precise social media channel.

Identification and comprehension of constructs that influence consumer satisfaction related to social media usage for health-care information can assist health-care managers in developing appropriate strategies for consumers to maximize social media usage. Moreover, this study provides an insight into the consumer’s perception of using social media channels for seeking health-care information.

This study recommends an empirically validated model for the success of social media in a consumer setting for the health-care scenario. This research is a unique attempt that inspects social media satisfaction by adapting constructs from existing theories of the IS success model, e-health service quality and perceived usefulness.

This study sought to investigate a framework for ensuring the confidentiality and security of information at the public health-care facilities to curb HIV/AIDS trauma among patients in Africa. In most instances, trauma to HIV/AIDS patients accelerate because of their personal information relating to the state of illness leaks to public people.

This qualitative study used literature to study confidentiality and security of information at the public health-care facilities to curb HIV/AIDS trauma among patients in Africa.

The study revealed that confidentiality and security of information has been neglected, in most instances, at the health-care facilities, and this has, to some extent, affected HIV/AIDS patients negatively, leading to trauma, stigma and skipping of treatment by patients resulting in accelerated mortality among chronic patients. The study recommends that patients’ information be always strictly controlled and kept confidential and secured at all the times, especially that of HIV/AIDS patients.

The proposed framework can be used by health-care facilities to guide the management and promotion of the confidentiality and security of information in the public health-care facilities to curb additional trauma to HIV/AIDS patients in the context of Africa, and even beyond.

The study provides a framework to ensure the confidentiality and security of information at the public health-care facilities to curb additional trauma to HIV/AIDS patients.