Displaying publications 1 - 20 of 599 in total

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  1. Earnshaw VA, Cox J, Wong PL, Saifi R, Walters S, Azwa I, et al.
    AIDS Behav, 2023 Jul;27(7):2103-2112.
    PMID: 36472685 DOI: 10.1007/s10461-022-03942-9
    Stigma in healthcare settings is a pernicious barrier to HIV prevention and treatment in contexts with strong HIV-related structural stigma. Previous work has documented substantial stigma towards key populations and people living with HIV (PLWH) among Malaysian doctors. The perspectives of Malaysian key populations and PLWH, however, remain understudied. In 2021, 34 Malaysian participants representing key populations and PLWH engaged in a photovoice study designed to qualitatively explore their experiences with and hopes for doctor interactions. Many participants reported stigma from their doctors, perceiving that doctors view them as not normal, sinful, misguided, and incapable. Several emphasized that they wear figurative masks to conceal aspects of themselves from doctors. Yet, many also remain hopeful for constructive relationships with doctors. They want their doctors to know that they are bright, capable, kind, and valuable. Interventions are needed to address stigma among doctors working in contexts with strong structural stigma.
    Matched MeSH terms: Delivery of Health Care
  2. Cheong MWL
    PMID: 32838225 DOI: 10.1002/jac5.1315
    Introduction: The Coronavirus disease 2019 (COVID-19) pandemic has significantly affected health care systems around the world. In many hospitals and health care facilities, services and health care workers have been reorganized and restructured to meet the demands of the pandemic. The impact of the pandemic on hospital-based clinical pharmacists and their ability to deliver pharmaceutical care is currently unknown.

    Objective: This study aimed to explore the impact of the COVID-19 pandemic on hospital-based clinical pharmacists working in Malaysia and the implications on how clinical pharmacy is perceived as a health care service.

    Methods: A qualitative study was designed to meet the research objectives. Nineteen hospital-based clinical pharmacists consented and participated in one-on-one, semi-structured interviews. The interviews were transcribed and analyzed using an iterative thematic analysis approach.

    Results: The experiences and views of the participants were reported. Three main themes were developed: 'Reassignment and other changes in clinical pharmacist roles', 'Adapting clinical pharmacy services to COVID-19', and 'The need for clinical pharmacists in the ward'. The findings indicate that in many cases, clinical pharmacy services were fully or partially withdrawn from the ward to reduce the risk of infection and to conserve the usage of personal protective equipment. Despite this, clinical pharmacists continued to support patient care in hospitals through the use of technology. The withdrawal of clinical pharmacy services, however, raises concern that the role of clinical pharmacists is still poorly recognized.

    Conclusion: Clinical pharmacists in hospitals continue to support patient care despite the disruption caused by the COVID-19 pandemic. Greater support and recognition of their role is required in order to empower and enhance their ability to deliver pharmaceutical care.This article is protected by copyright. All rights reserved.

    Matched MeSH terms: Delivery of Health Care
  3. Reprowatch, 1999 May;19(3-4):4.
    PMID: 12322208
    Matched MeSH terms: Delivery of Health Care
  4. Choi S, Park S, Kim SY
    Asia Pac J Public Health, 2018 07;30(5):458-469.
    PMID: 30051720 DOI: 10.1177/1010539518789351
    We examined the constitutional provisions on the right to health in the Western Pacific region countries and compared universal health coverage (UHC) achievement. In 9 of the 11 countries, the constitution had provisions related to health rights, of which 7 countries also included details related to the health care system. Additionally, 5 countries also had provisions for the vulnerable. The countries with weak state obligation and no clear provisions on health rights (China and Laos) all recorded low UHC achievement scores. Australia and Malaysia, which do not have constitutional provisions regarding health, have achieved high UHC achievement scores. Constitution is the supreme law of a country and the basis for developing and implementing health and medical laws and policies. In addition, laws or constitutions that regulate the rights to health can help gain access to health care. Follow-up research related to the constitutional right to health will be needed.
    Matched MeSH terms: Delivery of Health Care/legislation & jurisprudence*
  5. Alanazi HO, Abdullah AH, Qureshi KN
    J Med Syst, 2017 Apr;41(4):69.
    PMID: 28285459 DOI: 10.1007/s10916-017-0715-6
    Recently, Artificial Intelligence (AI) has been used widely in medicine and health care sector. In machine learning, the classification or prediction is a major field of AI. Today, the study of existing predictive models based on machine learning methods is extremely active. Doctors need accurate predictions for the outcomes of their patients' diseases. In addition, for accurate predictions, timing is another significant factor that influences treatment decisions. In this paper, existing predictive models in medicine and health care have critically reviewed. Furthermore, the most famous machine learning methods have explained, and the confusion between a statistical approach and machine learning has clarified. A review of related literature reveals that the predictions of existing predictive models differ even when the same dataset is used. Therefore, existing predictive models are essential, and current methods must be improved.
    Matched MeSH terms: Delivery of Health Care/organization & administration*
  6. Loh PS, Chaw SH, Shariffuddin II, Ng CC, Yim CC, Hashim NHM
    Anesth Analg, 2021 Jan;132(1):15-24.
    PMID: 33002931 DOI: 10.1213/ANE.0000000000005264
    BACKGROUND: The coronavirus disease 2019 (COVID-19) pandemic affected and overwhelmed many health care systems around the world at an unprecedented speed and magnitude with devastating effects. In developing nations, smaller hospitals were unprepared to face this outbreak nor had strategies in place to do so at the beginning. Here, we describe the preparation in an anesthetic department using simulation-based training over 2 weeks, as the number of cases rose rapidly.

    METHODS: Three areas of priority were identified as follows: staff safety, patient movement, and possible clinical scenarios based on simulation principles in health care education. Staff was rostered and rotated through stations for rapid-cycle deliberate practice to learn donning and doffing of personal protective equipment (PPE) and powered air-purifying respirator (PAPR). For difficult airway management, Peyton's 4 steps for skills training and Harden's Three Circle model formed the structure in teaching the core skills. Several clinical scenarios used system probing to elicit inadequacies followed by formal debriefing to facilitate reflection. Finally, evaluation was both immediate and delayed with an online survey after 1 month to examine 4 levels of reaction, learning, behavior, and impact based on the Kirkpatrick Model. Frequency and thematic analysis were then conducted on the quantitative and qualitative data, respectively.

    RESULTS: A total of 15 of 16 (93%) consultants, 16 (100%) specialists, and 81 (100%) medical officers in the department completed training within 2 consecutive weeks. Reaction and part of the learning were relayed immediately to trainers during training. In total, 42 (39%) trained staff responded to the survey. All were satisfied and agreed on the relevance of training. A total of 41 respondents (98%; 95% confidence interval [CI], 87-99) answered 16 of 20 questions correctly on identifying aerosol-generating procedures (AGP), indications for PPE, planning and preparation for airway management to achieve adequate learning. About 43% (95% CI, 27-59) and 52% (95% CI, 36-68) recalled donning and doffing steps correctly. A total of 92 responses from 33 respondents were analyzed in the thematic analysis. All respondents reported at least 1 behavioral change in intended outcomes for hand hygiene practice (20%), appropriate use of PPE (27%), and airway management (10%). The emerging outcomes were vigilance, physical distancing, planning, and team communication. Finally, the impact of training led to the establishment of institutional guidelines followed by all personnel.

    CONCLUSIONS: Simulation-based training was a useful preparation tool for small institutions with limited time, resources, and manpower in developing nations. These recommendations represent the training experience to address issues of "when" and "how" to initiate urgent "medical education" during an outbreak.

    Matched MeSH terms: Delivery of Health Care*
  7. Shirazi OU, Ab Rahman NS, Zin CS
    J Pharm Bioallied Sci, 2020 10 08;12(4):369-380.
    PMID: 33679082 DOI: 10.4103/jpbs.JPBS_311_19
    The overuse of antibiotics has led to various healthcare problems such as the emergence of resistance in infectious microbes and mortality due to antibiotic resistant healthcare associated infections (HAIs). An antimicrobial stewardship (AMS) program is the set of interventions used worldwide to enhance the rational use of antibiotics especially for the hospitalized patients. This review aimed to describe the characteristics of the implemented AMS programs in various hospitals of the world mainly focusing on the interventions and patients outcomes. The literature about AMS program was searched through various databases such as PubMed, Google Scholar, Science Direct, Cochran Library, Ovid (Medline), Web of Science and Scopus. In this review the literature pertaining to the AMS programs for hospitalized patients is sorted on the basis of various interventions that are categorized as formulary restriction (pre-authorization), guideline development, clinical pathway development, educative interventions and prospective audit. Moreover a clear emphasis is laid on the patient outcomes obtained as a result of these interventions namely the infection control, drop in readmission rate, mortality control, resistance control and the control of an overall cost of antibiotic treatment obtained mainly by curbing the overuse of antibiotics within the hospital wards. AMS program is an efficient strategy of pharmacovigilance to rationalize the antimicrobial practice for hospitalized patients as it prevents the misuse of antibiotics, which ultimately retards the health threatening effects of various antibiotics.
    Matched MeSH terms: Delivery of Health Care
  8. Attia AK, Omar UF, Kaliya-Perumal AK
    Malays Orthop J, 2020 Nov;14(3):10-15.
    PMID: 33403057 DOI: 10.5704/MOJ.2011.003
    The COVID-19 pandemic has affected most healthcare systems around the world. Routine care operations such as outpatient clinics and elective surgery remain badly hit. This situation cannot continue for long as it puts patients at a higher risk for complications due to delayed management. Hence, it is essential to resume routine, especially elective surgery. Regarding orthopaedic practice, various authors and organisations have come out with guidelines to resume elective surgeries. However, clear consensus and common strategies need be derived. With this motive, we conducted a review of the literature for guidelines to resume elective orthopaedic surgery amid COVID-19 pandemic and shortlisted scholarly publications and information from regional organisations. We have summarised the information and derived an organised algorithm considering the guidelines provided by various sources. In this extraordinary time, guidelines come in as a relief for every surgeon who is in a dilemma whether to resume electives or not. Putting safety first, these guidelines or suitable versions should be followed at all levels wherever possible to avoid the lack of trained manpower in the event of staff morbidity.
    Matched MeSH terms: Delivery of Health Care
  9. Zamzam AH, Abdul Wahab AK, Azizan MM, Satapathy SC, Lai KW, Hasikin K
    Front Public Health, 2021;9:753951.
    PMID: 34646808 DOI: 10.3389/fpubh.2021.753951
    Medical equipment highly contributes to the effectiveness of healthcare services quality. Generally, healthcare institutions experience malfunctioning and unavailability of medical equipment that affects the healthcare services delivery to the public. The problems are frequently due to a deficiency in managing and maintaining the medical equipment condition by the responsible party. The assessment of the medical equipment condition is an important activity during the maintenance and management of the equipment life cycle to increase availability, performance, and safety. The study aimed to perform a systematic review in extracting and categorising the input parameters applied in assessing the medical equipment condition. A systematic searching was undertaken in several databases, including Web of Science, Scopus, PubMed, Science Direct, IEEE Xplore, Emerald, Springer, Medline, and Dimensions, from 2000 to 2020. The searching processes were conducted in January 2020. A total of 16 articles were included in this study by adopting Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA). The review managed to classify eight categories of medical equipment reliability attributes, namely equipment features, function, maintenance requirement, performance, risk and safety, availability and readiness, utilisation, and cost. Applying the eight attributes extracted from computerised asset maintenance management system will assist the clinical engineers in assessing the reliability of medical equipment utilised in healthcare institution. The reliability assessment done in these eight attributes will aid clinical engineers in executing a strategic maintenance action, which can increase the equipment's availability, upkeep the performance, optimise the resources, and eventually contributes in providing effective healthcare service to the community. Finally, the recommendations for future works are presented at the end of this study.
    Matched MeSH terms: Delivery of Health Care*
  10. Svane JK, Chiou ST, Groene O, Kalvachova M, Brkić MZ, Fukuba I, et al.
    Implement Sci, 2018 12 22;13(1):153.
    PMID: 30577871 DOI: 10.1186/s13012-018-0848-0
    BACKGROUND: Implementation of clinical health promotion (CHP) aiming at better health gain is slow despite its effect. CHP focuses on potentially modifiable lifestyle risks such as smoking, alcohol, diet, and physical inactivity. An operational program was created to improve implementation. It included patients, staff, and the organization, and it combined existing standards, indicators, documentation models, a performance recognition process, and a fast-track implementation model. The aim of this study was to evaluate if the operational program improved implementation of CHP in clinical hospital departments, as measured by health status of patients and staff, frequency of CHP service delivery, and standards compliance.

    METHODS: Forty-eight hospital departments were recruited via open call and stratified by country. Departments were assigned to the operational program (intervention) or usual routine (control group). Data for analyses included 36 of these departments and their 5285 patients (median 147 per department; range 29-201), 2529 staff members (70; 10-393), 1750 medical records (50; 50-50), and standards compliance assessments. Follow-up was measured after 1 year. The outcomes were health status, service delivery, and standards compliance.

    RESULTS: No health differences between groups were found, but the intervention group had higher identification of lifestyle risk (81% versus 60%, p health effects, the bias, and the limitations should be considered in implementation efforts and further studies.

    TRIAL REGISTRATION: ClinicalTrials.gov : NCT01563575. Registered 27 March 2012. https://clinicaltrials.gov/ct2/show/NCT01563575.

    Matched MeSH terms: Delivery of Health Care/standards
  11. Zhang B, Rahmatullah B, Wang SL, Zhang G, Wang H, Ebrahim NA
    J Appl Clin Med Phys, 2021 Oct;22(10):45-65.
    PMID: 34453471 DOI: 10.1002/acm2.13394
    PURPOSE: Medical images are important in diagnosing disease and treatment planning. Computer algorithms that describe anatomical structures that highlight regions of interest and remove unnecessary information are collectively known as medical image segmentation algorithms. The quality of these algorithms will directly affect the performance of the following processing steps. There are many studies about the algorithms of medical image segmentation and their applications, but none involved a bibliometric of medical image segmentation.

    METHODS: This bibliometric work investigated the academic publication trends in medical image segmentation technology. These data were collected from the Web of Science (WoS) Core Collection and the Scopus. In the quantitative analysis stage, important visual maps were produced to show publication trends from five different perspectives including annual publications, countries, top authors, publication sources, and keywords. In the qualitative analysis stage, the frequently used methods and research trends in the medical image segmentation field were analyzed from 49 publications with the top annual citation rates.

    RESULTS: The analysis results showed that the number of publications had increased rapidly by year. The top related countries include the Chinese mainland, the United States, and India. Most of these publications were conference papers, besides there are also some top journals. The research hotspot in this field was deep learning-based medical image segmentation algorithms based on keyword analysis. These publications were divided into three categories: reviews, segmentation algorithm publications, and other relevant publications. Among these three categories, segmentation algorithm publications occupied the vast majority, and deep learning neural network-based algorithm was the research hotspots and frontiers.

    CONCLUSIONS: Through this bibliometric research work, the research hotspot in the medical image segmentation field is uncovered and can point to future research in the field. It can be expected that more researchers will focus their work on deep learning neural network-based medical image segmentation.

    Matched MeSH terms: Delivery of Health Care
  12. Waheed, Hira, Haider, Sajjad, Iqbal, Qaiser, Khalid, Adnan, Hassali, Mohamed Azmi, Bashaar, Mohammad, et al.
    MyJurnal
    Shared-decision making (SDM), occasionally called “participatory governance” is the approach in healthcare to ensure that patients have the right to participate effectively in the decision-making (DM) process. The aim of this research was to discuss the external aspect of SDM and put forward applicable solutions to ensure SDM at both patient and physician levels. A standardised validated nine-item SDM questionnaire (patient version SDM-Q-9) was employed. SPSS version 25 was used to perform data analysis. Multiple tests such as Mann-Whitney U and Jonckheere-Terpstra were used. Kendall’s Tau coefficient was used for interpretation of the significant relationship among all items of SDM-Q-9 and education. A total of 465 chronically ill patients took part, where majority (63.4%) of patients was above the age of 47. The cohort was dominated by females (67.5%) with 92% of the sample was married. Majority (86.9%) of the patient reported not involved in any decision. During analysis, considerable association was reported between gender and all items of SDM-Q-9, where more men were involved in SDM when compared with women. Our findings did produce significant association between education and SDM-Q-9, which reveals that increase in education can improve the SDM. SDM should not be limited to chronic or emergency in practice. Specific and tailored shared medical DM programmes must be developed for low literacy population implementation. SDM is to be supported at policy and operation levels.
    Matched MeSH terms: Delivery of Health Care
  13. Joshi D, Sharma I, Gupta S, Singh TG, Dhiman S, Prashar A, et al.
    Environ Sci Pollut Res Int, 2021 Nov;28(42):59608-59629.
    PMID: 34515931 DOI: 10.1007/s11356-021-16345-5
    Medical devices, being life-saving tools, are considered to be a boon for healthcare system. However, in addition to their therapeutic effects, there are several ill consequences that are caused by these devices. An effective cohort vigilant system was needed to manage such adverse effects. This had led to the introduction of materiovigilance. Materiovigilance is the study and follow-up of occurrences that arise as a result from the usage of the medical equipment. It not only manages adverse events (AE) but also creates harmonization among countries. Keeping these objectives in focus, the principles, perspectives, and practices with regard to materiovigilance that are followed in the USA, Europe, China, Japan, Australia, Canada, and India are being compared. Such a comparison is essential, which will help us to understand the gaps in the current regulatory systems in the above-mentioned countries and furthermore will provide a comprehensive picture to the regulatory authorities to amend any existing laws if required. These amendments may ensure optimal patient safety by providing them a benign experience from the use of medical devices.
    Matched MeSH terms: Delivery of Health Care*
  14. Al Maini M, Al Weshahi Y, Foster HE, Chehade MJ, Gabriel SE, Saleh JA, et al.
    Clin Rheumatol, 2020 Mar;39(3):627-642.
    PMID: 31127461 DOI: 10.1007/s10067-019-04544-y
    Rheumatic and musculoskeletal diseases (RMDs) encompass a spectrum of degenerative, inflammatory conditions predominantly affecting the joints. They are a leading cause of disability worldwide and an enormous socioeconomic burden. However, worldwide deficiencies in adult and paediatric RMD knowledge among medical school graduates and primary care physicians (PCPs) persist. In October 2017, the World Forum on Rheumatic and Musculoskeletal Diseases (WFRMD), an international think tank of RMD and related experts, met to discuss key challenges and opportunities in undergraduate RMD education. Topics included needs analysis, curriculum content, interprofessional education, teaching and learning methods, implementation, assessment and course evaluation and professional formation/career development, which formed a framework for this white paper. We highlight a need for all medical graduates to attain a basic level of RMD knowledge and competency to enable them to confidently diagnose, treat/manage or refer patients. The importance of attracting more medical students to a career in rheumatology, and the indisputable value of integrated, multidisciplinary and multiprofessional care are also discussed. We conclude that RMD teaching for the future will need to address what is being taught, but also where, why and to whom, to ensure that healthcare providers deliver the best patient care possible in their local setting.
    Matched MeSH terms: Delivery of Health Care/organization & administration*
  15. Zare H, Tavana M, Mardani A, Masoudian S, Kamali Saraji M
    Health Care Manag Sci, 2019 Sep;22(3):475-488.
    PMID: 30225622 DOI: 10.1007/s10729-018-9456-4
    Performance measurement plays an important role in the successful design and reform of regional healthcare management systems. In this study, we propose a hybrid data envelopment analysis (DEA) and game theory model for measuring the performance and productivity in the healthcare centers. The input and output variables associated with the efficiency of the healthcare centers are identified by reviewing the relevant literature, and then used in conjunction with the internal organizational data. The selected indicators and collected data are then weighted and prioritized with the help of experts in the field. A case study is presented to demonstrate the applicability and efficacy of the proposed model. The results reveal useful information and insights on the efficiency levels of the regional healthcare centers in the case study.
    Matched MeSH terms: Delivery of Health Care/methods*; Delivery of Health Care/organization & administration
  16. Abidi SS, Cheah YN, Curran J
    IEEE Trans Inf Technol Biomed, 2005 Jun;9(2):193-204.
    PMID: 16138536
    Tacit knowledge of health-care experts is an important source of experiential know-how, yet due to various operational and technical reasons, such health-care knowledge is not entirely harnessed and put into professional practice. Emerging knowledge-management (KM) solutions suggest strategies to acquire the seemingly intractable and nonarticulated tacit knowledge of health-care experts. This paper presents a KM methodology, together with its computational implementation, to 1) acquire the tacit knowledge possessed by health-care experts; 2) represent the acquired tacit health-care knowledge in a computational formalism--i.e., clinical scenarios--that allows the reuse of stored knowledge to acquire tacit knowledge; and 3) crystallize the acquired tacit knowledge so that it is validated for health-care decision-support and medical education systems.
    Matched MeSH terms: Delivery of Health Care/organization & administration*
  17. Sharma M, Teerawattananon Y, Dabak SV, Isaranuwatchai W, Pearce F, Pilasant S, et al.
    Health Res Policy Syst, 2021 Feb 11;19(1):19.
    PMID: 33573676 DOI: 10.1186/s12961-020-00647-0
    BACKGROUND: Progress towards achieving Universal Health Coverage and institutionalizing healthcare priority setting through health technology assessment (HTA) in the Association of South-East Asian Nations (ASEAN) region varies considerably across countries because of differences in healthcare expenditure, political support, access to health information and technology infrastructure. To explore the status and capacity of HTA in the region, the ASEAN Secretariat requested for member countries to be surveyed to identify existing gaps and to propose solutions to help countries develop and streamline their priority-setting processes for improved healthcare decision-making.

    METHODS: A mixed survey questionnaire with open- and closed-ended questions relating to HTA governance, HTA infrastructure, supply and demand of HTA and global HTA networking opportunities in each country was administered electronically to representatives of HTA nodal agencies of all ASEAN members. In-person meetings or email correspondence were used to clarify or validate any unclear responses. Results were collated and presented quantitatively.

    RESULTS: Responses from eight out of ten member countries were analysed. The results illustrate that countries in the ASEAN region are at different stages of HTA institutionalization. While Malaysia, Singapore and Thailand have well-established processes and methods for priority setting through HTA, other countries, such as Cambodia, Indonesia, Lao PDR, Myanmar, the Philippines and Vietnam, have begun to develop HTA systems in their countries by establishing nodal agencies or conducting ad-hoc activities.

    DISCUSSION AND CONCLUSION: The study provides a general overview of the HTA landscape in ASEAN countries. Systematic efforts to mitigate the gaps between the demand and supply of HTA in each country are required while ensuring adequate participation from stakeholders so that decisions for resource allocation are made in a fair, legitimate and transparent manner and are relevant to each local context.

    Matched MeSH terms: Delivery of Health Care
  18. Abbasi IA, Jan SU, Alqahtani AS, Khan AS, Algarni F
    PLoS One, 2024;19(1):e0294429.
    PMID: 38289970 DOI: 10.1371/journal.pone.0294429
    Cloud computing is vital in various applications, such as healthcare, transportation, governance, and mobile computing. When using a public cloud server, it is mandatory to be secured from all known threats because a minor attacker's disturbance severely threatens the whole system. A public cloud server is posed with numerous threats; an adversary can easily enter the server to access sensitive information, especially for the healthcare industry, which offers services to patients, researchers, labs, and hospitals in a flexible way with minimal operational costs. It is challenging to make it a reliable system and ensure the privacy and security of a cloud-enabled healthcare system. In this regard, numerous security mechanisms have been proposed in past decades. These protocols either suffer from replay attacks, are completed in three to four round trips or have maximum computation, which means the security doesn't balance with performance. Thus, this work uses a fuzzy extractor method to propose a robust security method for a cloud-enabled healthcare system based on Elliptic Curve Cryptography (ECC). The proposed scheme's security analysis has been examined formally with BAN logic, ROM and ProVerif and informally using pragmatic illustration and different attacks' discussions. The proposed security mechanism is analyzed in terms of communication and computation costs. Upon comparing the proposed protocol with prior work, it has been demonstrated that our scheme is 33.91% better in communication costs and 35.39% superior to its competitors in computation costs.
    Matched MeSH terms: Delivery of Health Care
  19. Heller PS
    Soc Sci Med, 1982;16(3):267-84.
    PMID: 7100978 DOI: 10.1016/0277-9536(82)90337-9
    This paper provides an empirical analysis of the determinants of the demand for medical services in Peninsular Malaysia. After elaborating a theoretical model of household demand for medical care in Section II an econometric model is specified and estimated in Sections III, IV, and V. The results indicate that total medical demand, as measured by the absolute volume of outpatient and inpatient consumption, is highly inelastic to the cash price and to the cost in time of utilization. Total medical demand is also inelastic with respect to income. Yet consumers are clearly responsive to the relative prices of alternative sources of medical care. Consumers are also sensitive to the way in which the time of utilization is spent, with high travel and treatment time causing reduced demand for services.
    Matched MeSH terms: Delivery of Health Care*
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