Health Professionals' Perspectives on Electronic Medical Record Infusion and Individual Performance: Model Development and Questionnaire Survey Study.

BACKGROUND: Electronic medical records (EMRs) are integrated information sources generated by health care professionals (HCPs) from various health care information systems. EMRs play crucial roles in improving the quality of care and medical decision-making and in facilitating cross-hospital health information exchange. Although many hospitals have invested considerable resources and efforts to develop EMRs for several years, the factors affecting the long-term success of EMRs, particularly in the EMR infusion stage, remain unclear. OBJECTIVE: The aim of this study was to investigate the effects of technology, user, and task characteristics on EMR infusion to determine the factors that largely affect EMR infusion. In addition, we examined the effect of EMR infusion on individual HCP performance. METHODS: A questionnaire survey was used to collect data from HCPs with >6 months experience in using EMRs in a Taiwanese teaching hospital. A total of 316 questionnaires were distributed and 211 complete copies were returned, yielding a valid response rate of 66.8%. The collected data were further analyzed using WarpPLS 5.0. RESULTS: EMR infusion (R2=0.771) was mainly affected by user habits (ß=.411), portability (ß=.217), personal innovativeness (ß=.198), technostress (ß=.169), and time criticality (ß=.168), and individual performance (R2=0.541) was affected by EMR infusion (ß=.735). This finding indicated that user (habit, personal innovativeness, and technostress), technology (portability), and task (mobility and time criticality) characteristics have major effects on EMR infusion. Furthermore, the results indicated that EMR infusion positively affects individual performance. CONCLUSIONS: The factors identified in this study can extend information systems infusion theory and provide useful insights for the further improvement of EMR development in hospitals and by the government, specifically in its infusion stage. In addition, the developed instrument can be used as an assessment tool to identify the key factors for EMR infusion, and to evaluate the extent of EMR infusion and the individual performance of hospitals that have implemented EMR systems. Moreover, the results can help governments to understand the urgent needs of hospitals in implementing EMR systems, provide sufficient resources and support to improve the incentives of EMR development, and develop adequate EMR policies for the meaningful use of electronic health records among hospitals and clinics.

Integration of biomonitoring data and reverse dosimetry modeling to assess population risks of arsenic-induced chronic kidney disease and urinary cancer.

Chronic exposure to inorganic arsenic (iAs) is associated with chronic kidney disease (CKD) and urinary cancer, but the risks are poorly understood. Human biomonitoring can serve as a tool to better quantify human exposure and to conduct risk assessment. We aimed to assess the population risks of CKD and urinary cancer due to iAs intake based on the blood arsenic concentrations of 601 participants in Taiwan. A physiologically based pharmacokinetic modeling-based reverse dosimetry was conducted to estimate the daily intakes of iAs (DIiAs). We performed the benchmark dose (BMD) modeling for CKD using participants' estimated glomerular filtration rate (eGFR) and the estimated DIiAs to derive a point of departure (POD). Margin of exposure (MOE) was used to characterize the risks. The population with eGFR values of <60 mL/min/1.73 m2 had significantly higher DIiAs (median: 3.20 µg/kg/day, 2.5th-97.5th percentiles: 2.35-4.67 µg/kg/day) than those with normal renal function (1.99, 1.22-3.42 µg/kg/day). The POD for CKD was 1.557 µg/kg/day, which could serve as a possible reference value for CKD risk assessment. The MOEs indicated that the CKD risk due to iAs intake may potentially be a cause for high concern for the population with reduced renal function. The iAs-induced urinary cancer risk may be a cause for moderate-to-high concern.

Understanding Determinants of Health Care Professionals' Perspectives on Mobile Health Continuance and Performance.

BACKGROUND: With the widespread use of mobile technologies, mobile information systems have become crucial tools in health care operations. Although the appropriate use of mobile health (mHealth) may result in major advances in expanding health care coverage (increasing decision-making speeds, managing chronic conditions, and providing suitable health care in emergencies), previous studies have argued that current mHealth research does not adequately evaluate mHealth interventions, and it does not provide sufficient evidence regarding the effects on health. OBJECTIVE: The aim of this study was to facilitate the widespread use of mHealth systems; an accurate evaluation of the systems from the users' perspective is essential after the implementation and use of the system in daily health care practices. This study extends the expectation-confirmation model by using characteristics of individuals, technology, and tasks to identify critical factors affecting mHealth continuance and performance from the perspective of health care professionals (HCPs). METHODS: A questionnaire survey was used to collect data from HCPs who were experienced in using mHealth systems of a Taiwanese teaching hospital. In total, 282 questionnaires were distributed, and 201 complete and valid questionnaires were returned, thus indicating a valid response rate of 71.3% (201/282). The collected data were analyzed using WarpPLS version 5.0 (ScriptWarp Systems). RESULTS: The results revealed that mHealth continuance (R2=0.522) was mainly affected by perceived usefulness, technology maturity, individual habits, task mobility, and user satisfaction, whereas individual performance (R2=0.492) was affected by mHealth continuance. In addition, user satisfaction (R2=0.548) was affected by confirmation and perceived usefulness of mHealth, whereas perceived usefulness (R2=0.521) was affected by confirmation. This implied that confirmation played a key role in affecting perceived usefulness and user satisfaction. Furthermore, the results showed that mHealth continuance positively affected individual performance. CONCLUSIONS: The identified critical factors influencing mHealth continuance and performance can be used as a useful assessment tool by hospitals that have implemented mHealth systems to facilitate the use and infusion of the systems. Furthermore, the results can help health care institutions that intend to introduce or develop mHealth applications to identify critical issues and effectively allocate limited resources to mHealth systems.

Critical factors influencing physicians' intention to use computerized clinical practice guidelines: an integrative model of activity theory and the technology acceptance model.

BACKGROUND: With the widespread use of information communication technologies, computerized clinical practice guidelines are developed and considered as effective decision supporting tools in assisting the processes of clinical activities. However, the development of computerized clinical practice guidelines in Taiwan is still at the early stage and acceptance level among major users (physicians) of computerized clinical practice guidelines is not satisfactory. This study aims to investigate critical factors influencing physicians' intention to computerized clinical practice guideline use through an integrative model of activity theory and the technology acceptance model. METHODS: The survey methodology was employed to collect data from physicians of the investigated hospitals that have implemented computerized clinical practice guidelines. A total of 505 questionnaires were sent out, with 238 completed copies returned, indicating a valid response rate of 47.1 %. The collected data was then analyzed by structural equation modeling technique. RESULTS: The results showed that attitudes toward using computerized clinical practice guidelines (γ = 0.451, p < 0.001), organizational support (γ = 0.285, p < 0.001), perceived usefulness of computerized clinical practice guidelines (γ = 0.219, p < 0.05), and social influence (γ = 0.213, p < 0.05) were critical factors influencing physicians' intention to use computerized clinical practice guidelines, and these factors can explain 68.6 % of the variance in intention to use computerized clinical practice guidelines. CONCLUSIONS: This study confirmed that some subject (human) factors, environment (organization) factors, tool (technology) factors mentioned in the activity theory should be carefully considered when introducing computerized clinical practice guidelines. Managers should pay much attention on those identified factors and provide adequate resources and incentives to help the promotion and use of computerized clinical practice guidelines. Through the appropriate use of computerized clinical practice guidelines, the clinical benefits, particularly in improving quality of care and facilitating the clinical processes, will be realized.

Factors of accepting pain management decision support systems by nurse anesthetists.

BACKGROUND: Pain management is a critical but complex issue for the relief of acute pain, particularly for postoperative pain and severe pain in cancer patients. It also plays important roles in promoting quality of care. The introduction of pain management decision support systems (PM-DSS) is considered a potential solution for addressing the complex problems encountered in pain management. This study aims to investigate factors affecting acceptance of PM-DSS from a nurse anesthetist perspective. METHODS: A questionnaire survey was conducted to collect data from nurse anesthetists in a case hospital. A total of 113 questionnaires were distributed, and 101 complete copies were returned, indicating a valid response rate of 89.3%. Collected data were analyzed by structure equation modeling using the partial least square tool. RESULTS: The results show that perceived information quality (γ=.451, p<.001), computer self-efficacy (γ=.315, p<.01), and organizational structure (γ=.210, p<.05), both significantly impact nurse anesthetists' perceived usefulness of PM-DSS. Information quality (γ=.267, p<.05) significantly impacts nurse anesthetists' perceptions of PM-DSS ease of use. Furthermore, both perceived ease of use (ß=.436, p<.001, R(2)=.487) and perceived usefulness (ß=.443, p<.001, R(2)=.646) significantly affected nurse anesthetists' PM-DSS acceptance (R2=.640). Thus, the critical role of information quality in the development of clinical decision support system is demonstrated. CONCLUSIONS: The findings of this study enable hospital managers to understand the important considerations for nurse anesthetists in accepting PM-DSS, particularly for the issues related to the improvement of information quality, perceived usefulness and perceived ease of use of the system. In addition, the results also provide useful suggestions for designers and implementers of PM-DSS in improving system development.

An investigation on physicians' acceptance of hospital information systems: a case study.

PURPOSE: Information technology is used to support a wide range of highly specified healthcare tasks and services. There is, therefore, a need to understand the factors affecting the acceptance of this technology by healthcare professionals. Physicians are key providers of healthcare services and are among the principal users of hospital information systems. Their acceptance of hospital information systems is hence of great significance when evaluating the success of those systems. METHOD: The survey methodology was employed to targeted physicians in the selected case hospital for investigating factors affecting physicians' acceptance of hospital information systems. A total of 202 questionnaires were sent out, with 124 completed copies returned, indicating a valid response rate of 61.4%. We used structural equation modeling to analyze the data. RESULTS: The results indicated that top management support (γ=0.431, p<0.001) had a significant impact on perceived usefulness. Project team competency (γ=0.381, p<0.001) and system quality (γ=0.369, p<0.001) had a significant impact on physicians' perceived ease of use of hospital information systems. Physicians' perceptions of the usefulness (ß=0.132, p<0.05, R(2)=0.296) and ease of use (ß=0.952, p<0.001, R(2)=0.784) of hospital information systems had a significant impact on the acceptance of the systems, accounting for 81.4% of total explained variance. CONCLUSIONS: Through the understanding of the identified critical factors affecting physicians' HIS acceptance, the planners and managers should ensure that hospital information systems to be introduced into a hospital are useful and ease to use. Effort should be focuses on providing sufficient top management support, selecting qualified project team members, and delivering higher system quality in addressing physicians' clinical needs. Thus, our research results can help planners and managers understand key considerations affecting HIS development and use, and may be used as a reference for system design, development and implementation.

An empirical study of physicians' acceptance of hospital information systems in Taiwan.

OBJECTIVE: This study investigates the key factors affecting the acceptance of hospital information systems (HIS) by physicians based on an extensive technology acceptance model. This model consists of six constructs: System quality, information quality, service quality, perceived usefulness, perceived ease of use, and HIS acceptance. MATERIALS AND METHODS: Survey research targeted physicians in the selected case hospital as subjects. Of 131 questionnaires sent out, 81 completed forms were returned (a valid response rate of 64.8%). The partial least squares approach was used to analyze the collected data. RESULTS: This study shows that system quality and information quality are significant factors influencing perceived ease of use of HIS, while information quality and service quality are key factors affecting perceived usefulness of HIS. Results indicate that perceived usefulness and perceived ease of use significantly affect HIS acceptance (R(2)=0.545) from the physician's perspective. CONCLUSIONS: The findings of this study can help managers understand the key considerations affecting HIS development and use and provide important reference material for system improvement.

Factors determining nurse acceptance of hospital information systems.

This study proposed an evaluation model, derived from the Technology Acceptance Model and Information System Success Model, to explore factors influencing the acceptance of hospital information systems by nurses. Although many healthcare institutions have applied hospital information systems, relatively few studies have investigated the perceptions of nurses regarding the usefulness, ease of use, or acceptance of these systems. This study recruited the nursing staff of a regional hospital in Taiwan. A total of 297 questionnaires were sent, and 277 were returned, for a response rate of 93.3%. The results indicated that system quality, information quality, and service quality were positively correlated with the perceived ease of use (R=0.69) and perceived usefulness (R=0.72). Information quality has the greatest influence on perceived usefulness (γ3=0.57, P<.001) and ease of use (γ4=0.61, P<.001). Perceived usefulness and ease of use have a significant influence on system acceptance (R=0.75). Perceived usefulness (ß1=0.61, P<.001) has a significant influence on system acceptance. These findings indicated that nursing care requires high-quality healthcare information to support the daily activities of nursing professionals. The results of this study also provide a valuable reference for hospital administrators in developing hospital information systems.

An investigation on task-technology fit of mobile nursing information systems for nursing performance.

This study investigates factors affecting the fit between nursing tasks and mobile nursing information systems and the relationships between the task-technology fit of mobile nursing information systems and nurse performance from the perspective of task-technology fit. Survey research recruited nursing staffs as subjects from selected case hospital. A total of 310 questionnaires were sent out, and 219 copies were obtained, indicating a valid response rate of 70.6%. Collected data were analyzed using the structural equation modeling technique. Our study found that dependence tasks have positive effects on information acquisition (γ=0.234, P<.05) and information identification (γ=0.478, P<.001), and independent tasks have significant effects on information acquisition (γ=0.213, P<.05). Therefore, the introduction of mobile nursing information systems in assisting nursing practices can help facilitate both independent and dependent nursing tasks. Our study discovered that the supporting functions of mobile nursing information systems have positive effects on information integration and interpretation (γ=0.365, P<.001), as well as information acquisition (γ=0.253, P<.05). The service supports of mobile nursing information systems have positive effects on information acquisition (γ=0.318, P<.001) and information integration and interpretation (γ=0.143, P<.01). Furthermore, information identification (ß=.055, P<.05), information acquisition (ß=.176, P<.001), and information integration and interpretation (ß=.706, P<.001) provided using mobile nursing information systems have positive effects on nursing performance, indicating 83.2% of totally explained variance. As shown, the use of mobile nursing information systems could provide nursing staffs with real-time and accurate information to increase efficiency and effectiveness in patient-care duties, further improving nursing performance.

A study of factors affecting acceptance of hospital information systems: a nursing perspective.

BACKGROUND: Hospital information systems (HISs) are widely used in Taiwan, and HIS performance must be carefully evaluated. Nursing personnel are the largest group of staff in a hospital and are the center of care delivery; thus, they play an important role in the adoption and evaluation of HISs. PURPOSE: The primary objective of this study was to explore the critical factors affecting the acceptance of HISs in Taiwan from a nursing perspective. On the basis of the technology acceptance model, we used six exogenous variables (system quality, information quality, user self-efficacy, compatibility, top management support, and project team competency) as investigation factors. METHODS: Survey research targeted nursing personnel in the selected case hospital as participants. A total of 545 questionnaires were sent out, and 501 were returned, indicating a valid response rate of 91.9%. Collected data were analyzed using multiple regression analysis. RESULTS: : Results indicate that user self-efficacy, top management support, compatibility, and information quality have significant impacts on perceived ease of use. In addition, top management support, compatibility, and information quality were identified as having significant impacts on perceived usefulness. Furthermore, nurses' perceived ease of use and perceived usefulness on HISs was found to impact significantly on system acceptance, with 45.1% of the total explained variance. CONCLUSIONS/IMPLICATIONS FOR PRACTICE: Results can help managers understand key considerations affecting HIS development and use and may be applied as a reference for system development and improvement.

A study of the informatics literacy of clinical nurses in Taiwan.

The purpose of this study is to identify the essential components for informatics literacy for clinical nurses working in Taiwanese hospitals. We developed a framework to explore the critical informatics literacy factors that clinical nurses should understand to be proficient in performing their professional duties. Survey methodology was used and the participants were senior administrators of nursing and other personnel in charge of implementing nursing information systems for 84 regional hospitals and medical centers. A total of 50 valid questionnaires was returned, with a 59.5% response rate. In summary, the results of the Taiwanese study are divided into three factors: informatics knowledge, informatics skills, and computer attitudes. A total of 58 questions was used for the measurement of initial nursing informatics literacy, and 49 items were considered to be the most required informatics literacy skills specifically for clinical nurses.

The critical factors influencing the successful implementation of mobile nursing stations: a case study in Taiwan.

The purpose of this study is to conduct a comprehensive review of the factors affecting the successful implementation of Mobile Nursing Stations (MNS) by case study. A thorough validation process was used to identify the nine critical factors which influence the implementation of MNS, including the degree of peer competition, governmental and insurance policies, the Information Technology (IT) infrastructure, vendor selection, a clinical champion, top management support, task communications, user participation and training issues. The results of this study can enhance managements' understanding of the complete possibilities for the utilisation of MNS.