Customer Centricity in Medical Affairs Needs Human-centric Artificial Intelligence.

The evolution of healthcare, together with the changing behaviour of healthcare professionals, means that medical affairs functions of pharmaceutical organisations are constantly reinventing themselves. The emergence of digital ways of working, expedited by the COVID-19 pandemic, means that pharmaceutical-healthcare relationships are evolving to operate in an increasingly virtual world. The value of the pharmaceutical medical affairs function is dependent on understanding customers' needs and providing the right knowledge at the right time to physicians. This requires a human-centric artificial intelligence (AI) approach for medical affairs, which allows the function to query internal and external data sets in a conversational format and receive timely, accurate and concise intelligence on their customers.

Researchers' And Medical Student' Experience in Reference Management Software in a Low-Income Country.

INTRODUCTION: Although the use of Reference Management Software (RMS) is increasing in developed countries, they seem to be unknown and less used in low-income countries. AIM: To discover the major trends in the use of RMS among researchers and Ph.D. students in Tunisia, as a low-income country. METHODS: A hardcopy survey was filled out by researchers and Ph.D. students during an educational seminar at the faculty of medicine of Sfax in 2016 with the aim to collect qualitative data to determine the participants' knowledge and use of RMS. RESULTS: The survey collected 121 participants, among them, 53.7% know RMS. Mendeley proved to be the best-known software (41.5%), followed by Zotero (35.3%) and Endnote (23%). Training sessions in RMS were taken by 5% of participants. Among the 121 participants, 26.5%of them use RMS., Mendeley was the most used (46.9%), followed by EndNote (28.1%) and Zotero (25%). The most commonly popular feature in RMS is inserting citations (66.9%). Therefore, the analysis, of the reasons behind the choice of RMS proves that the software was used because it is convenient (38.4%),  most known (38.4%),  easy (30.7%), or suggested by colleagues (30.7%). The free and open-source software was preferred by 81% of the participants. g. However, 50.4% ignore the fact that Zotero is free. Several types and sources of captured citations were unknown by 53.8% and 59% of the rest of the participants. CONCLUSION: The results clearly show that the lack of awareness about RMS in Tunisia is due to the absence of a formal training. As a result, the need for such training is highly important for researchers to be able to benefit from the different advantages of RMS while conducting their academic medical education.

The project vita: A dynamic knowledge management tool.

A project vita is a comprehensive index of factual information about a project's activities and achievements. Like an individual's professional curriculum vita or resume, it serves as evidence of past performance and capacity for future endeavors. This article situates the project vita as a knowledge management tool for use by large-scale research and development projects or coalitions. In such complex endeavors, the variety and scope of the knowledge generated can quickly outpace project staff attempts to collect, classify, disseminate, and support the effective use of the constant stream of information being produced. We describe how to develop a project vita and utilize it to support several essential project functions, including communication, evaluation, management, and as a portal to products.

Novel statistical tools for management of public databases facilitate community-wide replicability and control of false discovery.

Issues of publication bias, lack of replicability, and false discovery have long plagued the genetics community. Proper utilization of public and shared data resources presents an opportunity to ameliorate these problems. We present an approach to public database management that we term Quality Preserving Database (QPD). It enables perpetual use of the database for testing statistical hypotheses while controlling false discovery and avoiding publication bias on the one hand, and maintaining testing power on the other hand. We demonstrate it on a use case of a replication server for GWAS findings, underlining its practical utility. We argue that a shift to using QPD in managing current and future biological databases will significantly enhance the community's ability to make efficient and statistically sound use of the available data resources.

Developing a data governance model in health care.

When building a data governance model, finance leaders should: Establish a leadership team and define the program's scope. Calculate the return using the confidence in data-dependent assumptions metric. Identify specific areas of deficiency and create a budget to address these areas.

Towards practical, high-capacity, low-maintenance information storage in synthesized DNA.

Digital production, transmission and storage have revolutionized how we access and use information but have also made archiving an increasingly complex task that requires active, continuing maintenance of digital media. This challenge has focused some interest on DNA as an attractive target for information storage because of its capacity for high-density information encoding, longevity under easily achieved conditions and proven track record as an information bearer. Previous DNA-based information storage approaches have encoded only trivial amounts of information or were not amenable to scaling-up, and used no robust error-correction and lacked examination of their cost-efficiency for large-scale information archival. Here we describe a scalable method that can reliably store more information than has been handled before. We encoded computer files totalling 739 kilobytes of hard-disk storage and with an estimated Shannon information of 5.2 × 10(6) bits into a DNA code, synthesized this DNA, sequenced it and reconstructed the original files with 100% accuracy. Theoretical analysis indicates that our DNA-based storage scheme could be scaled far beyond current global information volumes and offers a realistic technology for large-scale, long-term and infrequently accessed digital archiving. In fact, current trends in technological advances are reducing DNA synthesis costs at a pace that should make our scheme cost-effective for sub-50-year archiving within a decade.

Online trust, trustworthiness, or assurance?

Every day, individuals around the world retrieve, share, and exchange information on the Internet. We interact online to share personal information, find answers to questions, make financial transactions, play social games, and maintain professional and personal relationships. Sometimes our online interactions take place between two or more humans. In other cases, we rely on computers to manage information on our behalf. In each scenario, risk and uncertainty are essential for determining possible actions and outcomes. This essay highlights common deficiencies in our understanding of key concepts such as trust, trustworthiness, cooperation, and assurance in online environments. Empirical evidence from experimental work in computer-mediated environments underscores the promises and perils of overreliance on security and assurance structures as replacements for interpersonal trust. These conceptual distinctions are critical because the future shape of the Internet will depend on whether we build assurance structures to limit and control ambiguity or allow trust to emerge in the presence of risk and uncertainty.

Costos y estados de ánimo asociados a la gestión de información, año 2008 / Costs and moods associated to the management of information: 2008

Se realizó un estudio exploratorio, descriptivo observacional con la finalidad de obtener información relacionada con la búsqueda de la información y los costos asociados a la misma, así como algunas variables emocionales que rodean este fenómeno. Toda la información se basó en la observación directa de un individuo durante diez horas consecutivas utilizando una herramienta de búsqueda especialmente diseñada y una sección de entrevista con dos usuarios para indagar sobre el estado de ánimo en los aspectos emocionales positivos y negativos asociados al evento estudiado. Se encontró un mayor número de fracasos en la descarga de los documentos según el tamaño de los mismos, y un incremento de los costos en las horas de la mañana coincidiendo con el mayor tráfico de usuarios gestionando información, las emociones agradables expresadas por los entrevistados fueron: alegria, felicidad y placer cuando lograban descargar los documentos y odio, indiferencia, ira y tristeza cuando ocurría lo contrario. Se recomienda desplazar el horario de gestionar información a horas posteriores a las seis de la tarde para lograr la mayor eficiencia económica(AU)

It was performed an exploratory, descriptive and observational study with the objective to know about the searching of information and costs associated to it, as well as some emotional variables that are included in this phenomenom. The whole information was based on the direct observation of an individual during ten hours, using a search tool specially designed for that purpose and an interview section with two users to inquire about moods in the positive and negative emotional aspects associated to the studied event. It was found a greater number of fails in the download of documents, taking into account their length and also an increase of costs in the morning hours coinciding with the greatest users traffic in the management of information. The pleasant emotions expressed by the interviewed were: joy, happiness and pleasure when they could donload the documents and they felt hate, indiference, angry and sadness when the opposite happened. It was recommended to postpone the time for the information management to 6 pm to obtain a better economic efficiency(EU)

Release of information: are hospitals taking a hit?

Outsourcing release-of-information requests helps hospitals alleviate administrative and compliance burdens and expense. Recently, state lawmakers have begun to draft legislation reducing the maximum fee that may be charged for copies of electronically stored records. The reduced fees may not cover expenses. If such legislation makes it difficult for outsourcing companies to make a profit from this service, hospitals ultimately could bear the expense and risk.