Bias measuring bias

2002 ◽  
Vol 7 (1) ◽  
pp. 65-67 ◽  
Author(s):  
Rosalind Raine

The British National Health Service and other publicly funded health systems operate on the principle that health care should be provided solely on the basis of need. Yet the literature abounds with reports of bias in health care use. In order to defend such a charge, two conditions must be met. The first condition is that treatment decisions must be shown to be unfair in that they are not made solely on the basis of need. This paper demonstrates the importance of considering the fair distribution of health care from two, related, perspectives. The first is that people with equal needs should be treated the same (equal use for equal need). This is referred to as the achievement of horizontal equity. The alternative perspective is that people with greater needs should have more treatment than those with lesser needs (unequal use for unequal need). This is referred to as the achievement of vertical equity. Although these perspectives are logically linked, demonstration of equal use for equal need does not necessarily indicate unequal use for unequal need. This is because it cannot be assumed that equal use occurs at every level of need. The second condition that must be met is that clinical judgement must be shown to be influenced by prejudicial notions about patients. Such research is fraught with methodological difficulties, and the charge of biased clinical decision-making is usually made as a result of a process of exclusion. Methods that could be used to examine the extent to which inequalities in health care use are due to bias are described.

2008 ◽  
Vol 36 (1) ◽  
pp. 95-118 ◽  
Author(s):  
Giles R. Scofield

As everybody knows, advances in medicine and medical technology have brought enormous benefits to, and created vexing choices for, us all – choices that can, and occasionally do, test the very limits of thinking itself. As everyone also knows, we live in the age of consultants, i.e., of professional experts who are ready, willing, and able to give us advice on any and every conceivable question. One such consultant is the medical ethics consultant, or the medical ethicist who consults.Medical ethics consultants involve themselves in just about every aspect of health care decision making. They help legislators and judges determine law, hospitals formulate policies, medical schools develop curricula, etc. In addition to educating physicians, nurses, and lawyers, amongst others, including medical, nursing, and law students, they participate in clinical decision making at the bedside.


2016 ◽  
Vol 25 (4) ◽  
pp. 453-469 ◽  
Author(s):  
Jennifer Horner ◽  
Maria Modayil ◽  
Laura Roche Chapman ◽  
An Dinh

PurposeWhen patients refuse medical or rehabilitation procedures, waivers of liability have been used to bar future lawsuits. The purpose of this tutorial is to review the myriad issues surrounding consent, refusal, and waivers. The larger goal is to invigorate clinical practice by providing clinicians with knowledge of ethics and law. This tutorial is for educational purposes only and does not constitute legal advice.MethodThe authors use a hypothetical case of a “noncompliant” individual under the care of an interdisciplinary neurorehabilitation team to illuminate the ethical and legal features of the patient–practitioner relationship; the elements of clinical decision-making capacity; the duty of disclosure and the right of informed consent or informed refusal; and the relationship among noncompliance, defensive practices, and iatrogenic harm. We explore the legal question of whether waivers of liability in the medical context are enforceable or unenforceable as a matter of public policy.ConclusionsSpeech-language pathologists, among other health care providers, have fiduciary and other ethical and legal obligations to patients. Because waivers try to shift liability for substandard care from health care providers to patients, courts usually find waivers of liability in the medical context unenforceable as a matter of public policy.


1999 ◽  
Vol 15 (3) ◽  
pp. 585-592 ◽  
Author(s):  
Alicia Granados

This paper examines the rationality of the concepts underlying evidence—based medicineand health technology assessment (HTA), which are part of a new current aimed at promoting the use of the results of scientific studies for decision making in health care. It describes the different approaches and purposes of this worldwide movement, in relation to clinical decision making, through a summarized set of specific HTA case studies from Catalonia, Spain. The examples illustrate how the systematic process of HTA can help in several types of uncertainties related to clinical decision making.


2020 ◽  
Vol 18 (4) ◽  
pp. 2033
Author(s):  
Roxana De las Salas ◽  
Javier Eslava-Schmalbach ◽  
Claudia Vaca-González ◽  
Dolores Rodríguez ◽  
Albert Figueras

Objective: The aim of this study was to develop and validate a stepwise tool to aid primary health care professionals in the process of deprescribing potentially inappropriate medication in older persons. Methods: We carried out a systematic review to identify previously published tools. A composite proposal of algorithm was made by following the steps from clinical experience to deprescribe medications. A 2-round electronic Delphi method was conducted to establish consensus. Eighteen experts from different countries (Colombia, Spain and Argentina) accepted to be part of the panel representing geriatricians, internists, endocrinologist, general practitioners, pharmacologists, clinical pharmacists, family physicians and nurses. Panel members were asked to mark a Likert Scale from 1 to 9 points (1= strongly disagree, 9= strongly agree). The content validity‏ ratio, item-level content validity, and Fleiss’ Kappa statistics was measured to establish reliability. The same voting method was used for round 2. Results: A 7-question algorithm was proposed. Each question was part of a domain and conduct into a decision. In round 1, a consensus was not reached but statements were grouped and organized. In round 2, the tool met consensus. The inter-rater reliability was between substantial and almost perfect for questions with Kappa=0.77 (95% CI 0.60-0.93), for domains with Kappa= 0.73 (95%CI 0.60-0.86) and for decisions with Kappa= 0.97 (95%CI 0.90-1.00). Conclusions: This is a novel tool that captures and supports healthcare professionals in clinical decision-making for deprescribing potentially inappropriate medication. This includes patient’s and caregiver’s preferences about medication. This tool will help to standardize care and provide guidance on the prescribing/deprescribing process of older persons’ medications. Also, it provides a holistic way to reduce polypharmacy and inappropriate medications in clinical practice.


Science ◽  
2015 ◽  
Vol 350 (6266) ◽  
pp. 1397-1397
Author(s):  
R. Rosenquist Brandell ◽  
O. Kallioniemi ◽  
A. Wedell

2020 ◽  
Vol 27 (12) ◽  
pp. 2011-2015 ◽  
Author(s):  
Tina Hernandez-Boussard ◽  
Selen Bozkurt ◽  
John P A Ioannidis ◽  
Nigam H Shah

Abstract The rise of digital data and computing power have contributed to significant advancements in artificial intelligence (AI), leading to the use of classification and prediction models in health care to enhance clinical decision-making for diagnosis, treatment and prognosis. However, such advances are limited by the lack of reporting standards for the data used to develop those models, the model architecture, and the model evaluation and validation processes. Here, we present MINIMAR (MINimum Information for Medical AI Reporting), a proposal describing the minimum information necessary to understand intended predictions, target populations, and hidden biases, and the ability to generalize these emerging technologies. We call for a standard to accurately and responsibly report on AI in health care. This will facilitate the design and implementation of these models and promote the development and use of associated clinical decision support tools, as well as manage concerns regarding accuracy and bias.


2015 ◽  
Vol 95 (10) ◽  
pp. 1387-1396 ◽  
Author(s):  
Pat G. Camp ◽  
W. Darlene Reid ◽  
Frank Chung ◽  
Ashley Kirkham ◽  
Dina Brooks ◽  
...  

Background Exercise is recommended for people with an acute exacerbation of chronic obstructive pulmonary disease (AECOPD), yet there is little information to guide safe and effective mobilization and exercise for these patients. Objectives The purpose of this study was to develop a clinical decision-making tool to guide health care professionals in the assessment, prescription, monitoring, and progression of mobilization and therapeutic exercise for patients with AECOPD. Design and Methods A 3-round interdisciplinary Delphi panel identified and selected items based on a preselected consensus of 80%. These items were summarized in a paper-based tool titled Mobilization in Acute Exacerbations of Chronic Obstructive Pulmonary Disease (AECOPD-Mob). Focus groups and questionnaires were subsequently used to conduct a sensibility evaluation of the tool. Results Nine researchers, 13 clinicians, and 7 individuals with COPD identified and approved 110 parameters for safe and effective exercise in AECOPD. These parameters were grouped into 5 categories: (1) “What to Assess Prior to Mobilization,” (2) “When to Consider Not Mobilizing or to Discontinue Mobilization,” (3) “What to Monitor During Mobilization for Patient Safety,” (4) “How to Progress Mobilization to Enhance Effectiveness,” and (5) “What to Confirm Prior to Discharge.” The tool was evaluated in 4 focus groups of 18 health care professionals, 90% of whom reported the tool was easy to use, was concise, and would guide a health care professional who is new to the acute care setting and working with patients with AECOPD. Limitations The tool was developed based on published evidence and expert opinion, so the applicability of the items to patients in all settings cannot be guaranteed. The Delphi panel consisted of health care professionals from Canada, so items may not be generalizable to other jurisdictions. Conclusions The AECOPD-Mob provides practical and concise information on safe and effective exercise for the AECOPD population for use by the new graduate or novice acute care practitioner.


2016 ◽  
Vol 29 (5) ◽  
pp. 326 ◽  
Author(s):  
Luis Roque Reis ◽  
Rita Lameiras ◽  
Pedro Cavilhas ◽  
Pedro Escada

<p><strong>Introduction:</strong> Vertigo is one of the most frequent motives in seeking specialized medical care in an emergency. The aim of this study was to evaluate the relevance of balance disorders in the Otorhinolaryngology urgency, the epidemiological characteristics and the possible seasonality. It was used a sample of patients who were assisted in a health care emergency department of this specialty, of a universitary hospital and during a period of four years.<br /><strong>Material and Methods:</strong> The project was conceived as a descriptive epidemiological study of population type, retrospective, during the period from 2010 to 2013. A total population of 40.173 attendances of patients during this period used the emergency eepartment of Otolaryngology. The parameters studied included age, gender, annual number of cases (total and percentage), date of crisis of vertigo, seasonal distribution by seasons and annual proportion of hospitalized cases.<br /><strong>Results:</strong> A total of 4.347 patients (10.8%) sought medical attention due to dizziness/balance disorders over the four years of the study. There has been an annual increase in the number of cases between 7.6% (in 2010) and 17% (in 2013). Women were more often affected (68.3%) and crises occurred more often in individuals between 60 and 79 years of age (40%). The cases were distributed heterogeneous between the seasons, having more episodes of dizziness in summer and autumn and with an increasing trend between 2010 and 2013. The number of hospitalizations has increased annually over this period.<br /><strong>Discussion:</strong> The epidemiology of vertigo and vestibular disorders is still a specific field to study, because it may be useful for clinical decision-making and health care planning.<br /><strong>Conclusion:</strong> The study revealed that cases of vertigo in urgency increased annually and are more frequent in women, in elderly population and in Summer and Autumn.</p>


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