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Data quality in online human-subjects research: Comparisons between MTurk, Prolific, CloudResearch, Qualtrics, and SONA
With the proliferation of online data collection in human-subjects research, concerns have been raised over the presence of inattentive survey participants and non-human respondents (bots). We compared the quality of the data collected through five commonly used platforms. Data quality was indicated by the percentage of participants who meaningfully respond to the researcher’s question (high quality) versus those who only contribute noise (low quality). We found that compared to MTurk, Qualtrics, or an undergraduate student sample (i.e., SONA), participants on Prolific and CloudResearch were more likely to pass various attention checks, provide meaningful answers, follow instructions, remember previously presented information, have a unique IP address and geolocation, and work slowly enough to be able to read all the items. We divided the samples into high- and low-quality respondents and computed the cost we paid per high-quality respondent. Prolific ( $1.90) and CloudResearch ($ 2.00) were cheaper than MTurk ( $4.36) and Qualtrics ($ 8.17). SONA cost $0.00, yet took the longest to collect the data.
Journal Article
Hyperconnectivity : economical, social and environmental challenges
The use of digital information and communication technologies would be the traces of a social acceptability of the exploitation of all data, in the context of negotiations of uses. This is the reason why the users present themselves actors and contributors of the hyperconnectivity. We would thus witness a new form of dissemination, inviting user experience and social innovations. It is thus the victory of subordination by negotiated renunciation; A new form of serving, no longer that of the 1980s, with the counters and other services, which have become uncontrolled services - excepted when the users are overcome by restrictive ergonomics, revealing too much the subordination device - which joins the prescription apparently without an injunction. The lure is at its height when users and broadcasters come together to produce the services and goods, composing the business model, until the very existence of the companies, in particular the pure players. Crowdsourcing becomes legitimate: consumers create the content, deliver the data, the basis of the service sold (in a painless way because free access most of the time, indirect financing), the providers make available and administer the service, networks, Interfaces (representing considerable costs), also reputation to attract the attention of other consumers or contributors. In these conditions, the environmental stakes are considerable, so we propose another way of considering them, not as they are dealt with - material and pollution - but according to the prism of the relational practices analyzed in this volume.
Book
Information Users and Usability in the Digital Age
Information users and usability constitute the main building blocks of today's electronic information world. This important new text is the first to give a holistic overview of all of the necessary issues relating to information users and the usability of information services in the digital world, including user-centred design, and the characteristics and behaviour of information users. This book helps readers understand why information users and the usability of information services are important and equips them to play a proper role in designing user-centred information systems and services and to properly exploit information services for the maximum benefit of users. It covers all of the major issues, the current situation and what the various research studies from around the world show. It includes chapters, covering: information users; human information behaviour; usability of information systems and services; usability: internet and web information services; usability: digital libraries and information services; barriers to information access and usability; the digital divide and social inclusion; the digital divide and usability of digital information services: the global perspectives; and, current issues and trends. It is an essential reading for researchers and practitioners interested in the design and evaluation of digital information systems and services, as well as for students on library, information, and digital library courses.
eBook
A pharmacist-led information technology intervention for medication errors (PINCER): a multicentre, cluster randomised, controlled trial and cost-effectiveness analysis
Medication errors are common in primary care and are associated with considerable risk of patient harm. We tested whether a pharmacist-led, information technology-based intervention was more effective than simple feedback in reducing the number of patients at risk of measures related to hazardous prescribing and inadequate blood-test monitoring of medicines 6 months after the intervention.
In this pragmatic, cluster randomised trial general practices in the UK were stratified by research site and list size, and randomly assigned by a web-based randomisation service in block sizes of two or four to one of two groups. The practices were allocated to either computer-generated simple feedback for at-risk patients (control) or a pharmacist-led information technology intervention (PINCER), composed of feedback, educational outreach, and dedicated support. The allocation was masked to general practices, patients, pharmacists, researchers, and statisticians. Primary outcomes were the proportions of patients at 6 months after the intervention who had had any of three clinically important errors: non-selective non-steroidal anti-inflammatory drugs (NSAIDs) prescribed to those with a history of peptic ulcer without co-prescription of a proton-pump inhibitor; β blockers prescribed to those with a history of asthma; long-term prescription of angiotensin converting enzyme (ACE) inhibitor or loop diuretics to those 75 years or older without assessment of urea and electrolytes in the preceding 15 months. The cost per error avoided was estimated by incremental cost-effectiveness analysis. This study is registered with Controlled-Trials.com, number ISRCTN21785299.
72 general practices with a combined list size of 480 942 patients were randomised. At 6 months' follow-up, patients in the PINCER group were significantly less likely to have been prescribed a non-selective NSAID if they had a history of peptic ulcer without gastroprotection (OR 0·58, 95% CI 0·38–0·89); a β blocker if they had asthma (0·73, 0·58–0·91); or an ACE inhibitor or loop diuretic without appropriate monitoring (0·51, 0·34–0·78). PINCER has a 95% probability of being cost effective if the decision-maker's ceiling willingness to pay reaches £75 per error avoided at 6 months.
The PINCER intervention is an effective method for reducing a range of medication errors in general practices with computerised clinical records.
Patient Safety Research Portfolio, Department of Health, England.
Journal Article
Gurus, Hired Guns, and Warm Bodies
Over the last several decades, employers have increasingly replaced permanent employees with temporary workers and independent contractors to cut labor costs and enhance flexibility. Although commentators have focused largely on low-wage temporary work, the use of skilled contractors has also grown exponentially, especially in high-technology areas. Yet almost nothing is known about contracting or about the people who do it. This book seeks to break the silence.
eBook
Internet Health Information Seeking and the Patient-Physician Relationship: A Systematic Review
With online health information becoming increasingly popular among patients, concerns have been raised about the impact of patients' Internet health information-seeking behavior on their relationship with physicians. Therefore, it is pertinent to understand the influence of online health information on the patient-physician relationship.
Our objective was to systematically review existing research on patients' Internet health information seeking and its influence on the patient-physician relationship.
We systematically searched PubMed and key medical informatics, information systems, and communication science journals covering the period of 2000 to 2015. Empirical articles that were in English were included. We analyzed the content covering themes in 2 broad categories: factors affecting patients' discussion of online findings during consultations and implications for the patient-physician relationship.
We identified 18 articles that met the inclusion criteria and the quality requirement for the review. The articles revealed barriers, facilitators, and demographic factors that influence patients' disclosure of online health information during consultations and the different mechanisms patients use to reveal these findings. Our review also showed the mechanisms in which online information could influence patients' relationship with their physicians.
Results of this review contribute to the understanding of the patient-physician relationship of Internet-informed patients. Our main findings show that Internet health information seeking can improve the patient-physician relationship depending on whether the patient discusses the information with the physician and on their prior relationship. As patients have better access to health information through the Internet and expect to be more engaged in health decision making, traditional models of the patient-provider relationship and communication strategies must be revisited to adapt to this changing demographic.
Journal Article