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Gel ES, Jehn M, Lant T, Muldoon AR, Nelson T, Ross HM. COVID-19 healthcare demand projections: Arizona. PLoS One 2020; 15:e0242588. [PMID: 33264308 PMCID: PMC7710107 DOI: 10.1371/journal.pone.0242588] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 11/06/2020] [Indexed: 01/10/2023] Open
Abstract
Beginning in March 2020, the United States emerged as the global epicenter for COVID-19 cases with little to guide policy response in the absence of extensive data available for reliable epidemiological modeling in the early phases of the pandemic. In the ensuing weeks, American jurisdictions attempted to manage disease spread on a regional basis using non-pharmaceutical interventions (i.e., social distancing), as uneven disease burden across the expansive geography of the United States exerted different implications for policy management in different regions. While Arizona policymakers relied initially on state-by-state national modeling projections from different groups outside of the state, we sought to create a state-specific model using a mathematical framework that ties disease surveillance with the future burden on Arizona's healthcare system. Our framework uses a compartmental system dynamics model using a SEIRD framework that accounts for multiple types of disease manifestations for the COVID-19 infection, as well as the observed time delay in epidemiological findings following public policy enactments. We use a compartment initialization logic coupled with a fitting technique to construct projections for key metrics to guide public health policy, including exposures, infections, hospitalizations, and deaths under a variety of social reopening scenarios. Our approach makes use of X-factor fitting and backcasting methods to construct meaningful and reliable models with minimal available data in order to provide timely policy guidance in the early phases of a pandemic.
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Chan AYL, Chan VKY, Olsson S, Fan M, Jit M, Gong M, Zhang S, Ge M, Pathadka S, Chung CCY, Chung BHY, Chui CSL, Chan EW, Wong GHY, Lum TY, Wong ICK, Ip P, Li X. Access and Unmet Needs of Orphan Drugs in 194 Countries and 6 Areas: A Global Policy Review With Content Analysis. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2020; 23:1580-1591. [PMID: 33248513 DOI: 10.1016/j.jval.2020.06.020] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 05/30/2020] [Accepted: 06/16/2020] [Indexed: 06/12/2023]
Abstract
OBJECTIVES Three hundred million people living with rare diseases worldwide are disproportionately deprived of in-time diagnosis and treatment compared with other patients. This review provides an overview of global policies that optimize development, licensing, pricing, and reimbursement of orphan drugs. METHODS Pharmaceutical legislation and policies related to access and regulation of orphan drugs were examined from 194 World Health Organization member countries and 6 areas. Orphan drug policies (ODPs) were identified through internet search, emails to national pharmacovigilance centers, and systematic academic literature search. Texts from selected publications were extracted for content analysis. RESULTS One hundred seventy-two drug regulation documents and 77 academic publications from 162 countries/areas were included. Ninety-two of 200 countries/areas (46.0%) had documentation on ODPs. Thirty-four subthemes from content analysis were categorized into 6 policy themes, namely, orphan drug designation, marketing authorization, safety and efficacy requirements, price regulation, incentives that encourage market availability, and incentives that encourage research and development. Countries/areas with ODPs were statistically wealthier (gross national income per capita = $10 875 vs $3950, P < .001). Country/area income was also positively correlated with the scope of the respective ODP (correlation coefficient = 0.57, P < .001). CONCLUSIONS Globally, the number of countries with an ODP has grown rapidly since 2013. Nevertheless, disparities in geographical distribution and income levels affect the establishment of ODPs. Furthermore, identified policy gaps in price regulation, incentives that encourage market availability, and incentives that encourage research and development should be addressed to improve access to available and affordable orphan drugs.
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García-Cruces J, López Izquierdo R, Domínguez-Gil M, López-Urrutia L, de Frutos M, Lorenzo B, Nogueira B, Puerta A, Fernández-Esgueva M, Merino I, Ramos Sanchez MC, Eiros JM. [Analysis of the demand for detection of SARSCoV-2 in a health area of Spain]. REVISTA ESPANOLA DE QUIMIOTERAPIA : PUBLICACION OFICIAL DE LA SOCIEDAD ESPANOLA DE QUIMIOTERAPIA 2020; 33:422-429. [PMID: 32945156 PMCID: PMC7712336 DOI: 10.37201/req/089.2020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 09/01/2020] [Accepted: 09/07/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Since the discovery of the SARS-CoV-2 virus, the polymerase chain reaction technique (RT-PCR) has become the fundamental method for diagnosing the disease in its acute phase. The objective is to describe the demand-based series of RT-PCR determinations received at a Microbiology Service at a third-level reference hospital for a health area for three months spanning from the onset of the epidemic by SARS-CoV-2. METHODS A retrospective analysis of the total of the RT-PCR requested in the Microbiology Service analyzed from 02/25/2020 to 05/26/2020 (90 days) has been carried out. They have been grouped by epidemiological weeks and by the petitioner service. A descriptive analysis was carried out by age, gender and number of requests for each patient. In the tests carried out, a confidence level of 95% (p <0.05) was considered significant. RESULTS A total of 27,106 requests was received corresponding to 22,037 patients. Median age 53.7 (RIC 40.9-71.7) years, women: 61.3%. Proportion of patients with any positive RT-PCR: 14%. Of the total requests for RT-PCR, positive 3,710. Week 13 had the highest diagnosis performance (39.0%). The primary care has been the service thar has made the most requests (15,953). Patients with 3 or more RT-PCR: 565, of them, 19 patients had a positive result after previously having a negative one. CONCLUSIONS Requests have been increasing depending on the evolution of the epidemic. The RT-PCR has a high diagnostic performance in the phases of highest contagiousness and / or transmissibility of the virus.
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Davillas A, Pudney S. Biomarkers, disability and health care demand. ECONOMICS AND HUMAN BIOLOGY 2020; 39:100929. [PMID: 33126023 DOI: 10.1016/j.ehb.2020.100929] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 09/12/2020] [Accepted: 09/21/2020] [Indexed: 06/11/2023]
Abstract
Using longitudinal data from a representative UK panel, we focus on a group of apparently healthy individuals with no history of disability or major chronic health condition at baseline. A latent variable structural equation model is used to analyse the predictive role of latent baseline biological health, indicated by a rich set of biomarkers, and other personal characteristics, in determining the individual's disability state and health service utilisation five years later. We find that baseline biological health affects future health service utilisation very strongly, via progression to functional disability channel. We also find systematic income gradients in future disability risks, with those of higher income experiencing a lower progress to disability. Our model reveals that observed pro-rich inequity in health care utilisation, is driven by the fact that higher-income people tend to make greater use of health care treatment, for any given biological health and disability status; this is despite the lower average need for treatment shown by the negative association of income with both baseline ill biological health and disability progression risk. Factor loadings for latent baseline health show that a broader set of blood-based biomarkers, rather than the current focus mainly on blood pressure, cholesterol and adiposity, may need to be considered for public health screening programs.
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Davillas A, Pudney S. Biomarkers, disability and health care demand. ECONOMICS AND HUMAN BIOLOGY 2020; 38:100887. [PMID: 33126023 DOI: 10.1016/j.ehb.2020.100887] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 04/13/2020] [Accepted: 04/29/2020] [Indexed: 05/05/2023]
Abstract
Using longitudinal data from a representative UK panel, we focus on a group of apparently healthy individuals with no history of disability or major chronic health condition at baseline. A latent variable structural equation model is used to analyse the predictive role of latent baseline biological health, indicated by a rich set of biomarkers, and other personal characteristics, in determining the individual's disability state and health service utilisation five years later. We find that baseline biological health affects future health service utilisation very strongly, via progression to functional disability channel. We also find systematic income gradients in future disability risks, with those of higher income experiencing a lower progress to disability. Our model reveals that observed pro-rich inequity in health care utilisation, is driven by the fact that higher-income people tend to make greater use of health care treatment, for any given biological health and disability status; this is despite the lower average need for treatment shown by the negative association of income with both baseline ill biological health and disability progression risk. Factor loadings for latent baseline health show that a broader set of blood-based biomarkers, rather than the current focus mainly on blood pressure, cholesterol and adiposity, may need to be considered for public health screening programs.
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Pham BN, Whittaker M, Okely AD, Pomat W. Measuring unmet need for contraception among women in rural areas of Papua New Guinea. Sex Reprod Health Matters 2020; 28:1848004. [PMID: 33308048 PMCID: PMC7888066 DOI: 10.1080/26410397.2020.1848004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Located in the South West Pacific region, with a population of 7.5 million, Papua New Guinea (PNG) is among a group of Pacific countries with sub-optimal health status. The maternal mortality ratio is 171 per 100,000 live births. Unmet need for contraception and family planning services, although poorly understood in PNG, may be one of the underlying causes of poor maternal health. This study set out to measure the prevalence and trends in unmet need for contraception and the identified socioeconomic factors associated with contraceptive use among women of reproductive age (15-49 years) in PNG. Data available from the Integrated Health and Demographic Surveillance System (IHDSS) were used in this study. A sub-population data set was extracted of 1434 women who gave birth in the preceding two years and resided in four rural surveillance sites: Asaro, Hides, Hiri and Karkar. Analyses of unmet need for contraception were performed with respect to birth spacing and limiting the number of births. Unmet need for contraception was 34% for the previous birth, 37% for the current pregnancy, and 49% for future family planning. The total unmet need for contraception was 35%, of which 49% was for spacing births and 51% for limiting births. Women's age, education and household wealth are the most significant determinants of unmet need for contraception. The high level of unmet need for contraception may contribute to women's poor health status in PNG. Urgent programming responses from the health sector for supporting effective interventions to increase availability and utilisation of contraceptives are required.
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Badr F, Sabbah W. Inequalities in Untreated Root Caries and Affordability of Dental Services among Older American Adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17228523. [PMID: 33212971 PMCID: PMC7698597 DOI: 10.3390/ijerph17228523] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 11/13/2020] [Indexed: 12/25/2022]
Abstract
The growing geriatric population is facing numerous economic challenges and oral health changes. This study explores the relationship between affordability of dental care and untreated root caries among older American adults, and whether that relationship is independent of ethnicity and socioeconomic factors. Data from 1776 adults (65 years or older) who participated in the National Health and Nutrition Examination Survey (NHANES) were analyzed. The association between affordability of dental care and untreated root caries was assessed using logistic regression models. Findings indicated that untreated root caries occurred in 42.5% of those who could not afford dental care, and 14% of those who could afford dental care. Inability to afford dental care remained a statistically significant predictor of untreated root caries in the fully adjusted regression model (odds ratio 2.79, 95% confidence interval: 1.78, 4.39). Other statistically significant predictors were gender (male), infrequent dental visits, and current smoking. The study concludes that the inability to afford dental care was the strongest predictor of untreated root caries among older Americans. The findings highlight the problems with access to and use of much needed dental services by older adults. Policy reform should facilitate access to oral healthcare by providing an alternative coverage for dental care, or by alleviating the financial barrier imposed on older adults.
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Gelaw T, Ketema TG, Beyene K, Gurara MK, Ukke GG. Fear of childbirth among pregnant women attending antenatal care in Arba Minch town, southern Ethiopia: a cross-sectional study. BMC Pregnancy Childbirth 2020; 20:672. [PMID: 33160330 PMCID: PMC7648954 DOI: 10.1186/s12884-020-03367-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Accepted: 10/28/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Fear of childbirth is one of the life challenges the women encounter during pregnancy. It is an important source of distress for the women and their families and also increases the odds of obstetric complications during childbirth. The aim of this study was to assess the magnitude of fear of childbirth and associated factors among pregnant women attending antenatal care at public health facilities in Arba Minch town, southern Ethiopia. METHODS Institution-based cross-sectional study was carried out among pregnant women who attended antenatal care at public health facilities in Arba Minch from November 1st - 30th 2019. A systematic random sampling technique was employed to include the participants. Data were collected through a face-to-face interview by using a structured and pretested questionnaire. Wijma Delivery Expectancy Questionnaire was used to score fear of childbirth. Epi Data version 3.1 and Statistical Package for the Social Sciences version 25.0 software were used for data management. Descriptive and analytic analyses were done and statistical significance was declared at a p-value < 0.05 and 95% confidence level in multivariable analysis. RESULTS A total of 387 pregnant women have participated in this study. Forty (10.3%) of the pregnant women had a low degree fear, 154(39.8%) had a moderate degree fear, 98(25.3%) had a high degree fear, and 95(24.5%) had severe degree fear of childbirth. Unplanned pregnancy (AOR = 2.30, 95% CI: 1.12, 4.74), current pregnancy-related complications (AOR = 6.24, 95% CI: 2.72, 14.29), and poor social support (AOR = 1.93, 95%CI: 1.01, 3.68) were factors significantly associated with severe degree fear of childbirth. CONCLUSIONS Almost three-fourth of the pregnant women in this study area had moderate to severe degree fear of childbirth. Tailoring counseling during antenatal care visits is needed to address those women who are at a high risk of considerable childbirth fear and its health consequences.
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Waselewski EA, Waselewski ME, Chang T. Needs and Coping Behaviors of Youth in the U.S. During COVID-19. J Adolesc Health 2020; 67:649-652. [PMID: 32933836 DOI: 10.1016/j.jadohealth.2020.07.043] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 07/13/2020] [Accepted: 07/29/2020] [Indexed: 11/18/2022]
Abstract
PURPOSE This study aimed to determine the needs, emotions, and coping behaviors of U.S. youth during COVID-19. METHODS Two open-ended questions were posed to 1,174 MyVoice youth, aged 14-24 years, on March 20, 2020, regarding their needs and coping strategies during COVID-19. Qualitative responses were coded using thematic analysis and data were summarized with descriptive statistics. RESULTS The average age of the 950 respondents (RR = 80.9%) was 18.9 ± 2.8 years with 52.1% female and 63.8% white. While 32.6% of participants felt resources were readily available, 35.2% felt resources were difficult to access or unavailable. Participants also described both emotional responses (27.4%) and coping strategies (69.8%). Most emotional responses were negative, including symptoms of anxiety or depression. Commonly reported coping strategies included staying connected and maintaining positivity. CONCLUSIONS A significant portion of U.S. youth are experiencing unmet needs and negative emotions due to COVID-19 suggesting additional youth outreach is necessary to ensure basic needs, including socialization, are met.
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Groß SE, Weidner D, Cecon N, Pfaff H, Strauch C, Scholten N. Does basic information concerning nutrition improve the information needs of breast cancer patients? An evaluation. Support Care Cancer 2020; 28:5419-5427. [PMID: 32146546 PMCID: PMC7546988 DOI: 10.1007/s00520-020-05385-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Accepted: 02/26/2020] [Indexed: 01/04/2023]
Abstract
PURPOSE International and national studies have shown unmet information needs regarding nutrition in breast cancer patients. An intervention study has examined the question of the extent to which a fact sheet on the topic of nutrition is suitable to cover the need for information of breast cancer patients. METHOD The fact sheet with basic information on nutrition was distributed in 21 intervention breast care centres in 2017. The use of the fact sheets was evaluated in a quasi-experimental design as part of the annual breast cancer patients' survey of the University of Cologne. The breast cancer patients considered were being treated with primary breast carcinoma in a hospital in North Rhine-Westphalia. A multilevel analysis was carried out in order to quantify the effect of the intervention. RESULTS Unmet information needs are experienced more by younger and non-native German-speaking patients. With regard to education, patients without a graduation and a high grade of education express more unmet information needs. The multilevel analysis showed that patients who were treated at an intervention site and therefore possibly received the fact sheet have a significantly higher chance of their information needs being met (OR = 1.45; p ≤ 0.05). CONCLUSION The intervention study showed that a fact sheet with basic information on nutrition is a possible instrument to satisfy the information needs of breast cancer patients and therefore reduce unmet information needs regarding nutrition. This intervention study is a pragmatic example on how to reduce unmet information needs among breast cancer patients in Germany.
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Bressan V, Visintini C, Palese A. What do family caregivers of people with dementia need? A mixed-method systematic review. HEALTH & SOCIAL CARE IN THE COMMUNITY 2020; 28:1942-1960. [PMID: 32542963 DOI: 10.1111/hsc.13048] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 05/10/2020] [Accepted: 05/13/2020] [Indexed: 06/11/2023]
Abstract
Caring for people with dementia is a major challenge for relatives and society worldwide. Understanding the family caregivers' needs is crucial to promote their care-giving role during the disease trajectory. The aim of this mixed-method systematic review was to identify and synthetise the existing literature on the needs of family caregivers of people with dementia at home. PubMed, CINAHL, Cochrane Database of Systematic Reviews and PsycINFO databases were systematically explored to find quantitative, qualitative and mixed-method studies published between 2009 and 2019. A total of 1,196 citations were retrieved and 34 studies were included in the review. The variety of interrelated needs emerged from studies has been summarised in four themes: (a) Being supported, (b) Receiving accessible and personalised information, (c) Being trained and educated to care for their beloved with dementia and (d) Finding a balance. Care-giving for individuals with dementia is an ever-changing process characterised by continuous adjustments to their needs. The majority of a family caregivers' needs are oriented towards receiving support, help in offering daily care and finding a balance between the care-giving role and their own personal needs. For family caregivers, receiving information is a priority to improve their knowledge and to develop coping abilities, care skills and strategies aimed at promoting a balance between care assistance duties and their own needs. They also need social, psychological and emotional support and access to flexible, tailored and timely formal care. Further studies are recommended to detect changes in family caregivers' needs throughout the disease progression in order to tailor formal care offered by social and healthcare services.
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Ho KMA, Anandhakrishnan A, Mahay A, Soo Y, Lovat LB, Rochford AP. How COVID-19 has changed the unselected medical take: an observational study. Clin Med (Lond) 2020; 20:e229-e233. [PMID: 32962974 PMCID: PMC7687303 DOI: 10.7861/clinmed.2020-0483] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
INTRODUCTION COVID-19 has had a profound effect on the NHS. Little information has been published as to how the unselected medical take has been affected. METHODS We retrospectively reviewed patients who were referred to general medicine during March 2020. We compared clinical outcomes of patients with and without COVID-19. RESULTS 814 patients were included, comprising 777 unique patients. On average, 26 patients were admitted per day. 38% of admitted patients were suspected of COVID-19, with greater numbers of COVID-19 patients in the second half compared to the first half of the month (p<0.001). Logistic regression analyses showed suspected COVID-19 was an independent predictor for inpatient mortality (odds ratio [OR] = 6.09, p<0.001) and 30-day mortality (OR = 4.66, p<0.001). CONCLUSIONS COVID-19 patients had worse clinical outcomes and increased healthcare use compared to non-COVID-19 patients. Our study highlights some of the challenges in healthcare provision faced during this pandemic.
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Andrews L, Botting N. The speech, language and communication needs of rough sleepers in London. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2020; 55:917-935. [PMID: 32909664 DOI: 10.1111/1460-6984.12572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 08/17/2020] [Accepted: 08/18/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND There is very little awareness of the speech, language and communication needs (SLCN) of rough sleepers. The small amount of documentation that does exist involves a wider group of homeless adults (not just rough sleepers), and reports that communication needs are an area of concern. AIMS To investigate: (1) the reported prevalence of SLCN amongst UK nationals recorded on the Combined Homeless and Information Network (CHAIN) as sleeping on the streets of London; (2) whether rough sleepers with reported SLCN differ from those without; and (3) what factors best predict patterns of rough sleeping and accommodation stays. METHODS & PROCEDURES A data set of 513 participants was provided by CHAIN, which contained information relating to all new rough sleepers and people with long-term histories of rough sleeping (UK nationals only) recorded by street outreach teams in London between 1 April and 30 June 2013. Also included was data about UK nationals provided with support by the Homelessness and Brain Injury Project. The data set contained information including basic demographics, communication skills, health and social care needs, and institutional background and extended to a 5-year period. OUTCOMES & RESULTS (1) SLCN data were often not recorded with data available for only 62% of individuals on the CHAIN databases. However, for those with SLCN data, the prevalence of SLCN was significantly higher than for the general population (17.1%; p < 0.001). (2) There were no significant differences between those with and without SLCN on additional risk factors, quarters rough sleeping, accommodation stays or staff-recorded alerts. (3) There was a positive correlation between rough sleeping and additional risk factors for those with SLCN (r = 0.32, p < 0.001) and for those without (r = 0.25, p < 0.001). Regression analysis indicated that additional risk factors were more predictive than SLCN in explaining the number of quarters rough sleeping and accommodation stays. CONCLUSIONS & IMPLICATIONS SLCN are highly prevalent amongst rough sleepers and significantly greater than for the UK general population. SLCN are not clearly related to rough sleeping behaviour, but the presence of additional risk factors is highly significant in this regard. Homelessness organizations should provide training for staff in SLCN in order to promote better recording of SLCN, inclusive communication and appropriate support to people who are homeless. Further research is also needed to understand better the communication needs of rough sleepers. What this study adds What is already known on the subject There is very little literature concerning the SLCN of rough sleepers, but that which exists suggests that communication needs are an area of concern. There is relatively little awareness of SLCN in practice in this field. What this paper adds to existing knowledge This study is the first to provide information on SLCN recording in this population. It reports large-scale prevalence data on SLCN in rough sleepers, showing a significantly higher risk in this group. Unexpectedly, SLCN did not clearly relate to patterns of rough sleeping and accommodation, but this may be due to the relatively crude data available in routine practice. What are the potential or actual clinical implications of this work? Wider awareness and training on SLCN in the homelessness sector is needed coupled with more systematic and objective assessment of communication in rough sleepers.
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Zhu L, Tong YX, Xu XS, Xiao AT, Zhang YJ, Zhang S. High level of unmet needs and anxiety are associated with delayed initiation of adjuvant chemotherapy for colorectal cancer patients. Support Care Cancer 2020; 28:5299-5306. [PMID: 32112352 PMCID: PMC7547036 DOI: 10.1007/s00520-020-05333-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Accepted: 01/28/2020] [Indexed: 12/21/2022]
Abstract
AIMS Adjuvant chemotherapy is recommended for patients with curatively resected colorectal cancer. The aim of this study is to evaluate the impact of unmet supportive care needs and anxiety on the initiation of postoperative adjuvant chemotherapy in colorectal cancer patients. METHODS This is a retrospective study from a single tertiary referral hospital. Patients diagnosed with colorectal cancer who met the inclusion criteria were included. The Hospital Anxiety and Depression Scale (HADS) and modified 34-item Supportive Care Needs Survey (SCNS-SF34) were applied to assess patient's anxiety level and unmet needs. The time intervals between initiation of adjuvant chemotherapy and operation were recorded. Factors associated with delayed initiation of chemotherapy were investigated in univariate and multivariate analysis. RESULTS A total of 135 patients with colorectal cancer were included. In total, 16.3% (22/135) and 5.2% (7/135) reported symptoms of anxiety and depression. In multivariate analysis, low to moderate income status, postoperative complications, anxiety, and high level of unmet needs are independent risk factors for late initiation of chemotherapy. CONCLUSIONS Our findings showed that psychological problems such as anxiety and high unmet supportive needs are correlated with delayed initiation of adjuvant chemotherapy in colorectal cancer patients.
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Kavandi H, Jaana M. Factors that affect health information technology adoption by seniors: A systematic review. HEALTH & SOCIAL CARE IN THE COMMUNITY 2020; 28:1827-1842. [PMID: 32378769 DOI: 10.1111/hsc.13011] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 03/06/2020] [Accepted: 04/01/2020] [Indexed: 05/05/2023]
Abstract
The number of seniors and prevalence of chronic conditions are increasing worldwide, resulting in more pressure on health systems. Health Information Technologies (HIT) present opportunities to support the healthcare needs of seniors. Although prior studies have investigated HIT and seniors, it remains unclear what factors significantly affect the adoption of different HIT by elderly people in the community. A Systematic Review (SR) was conducted between December 2017 and February 2018 (with a search update in 2018-2019) to critically appraise and synthesise existing evidence on HIT adoption factors among seniors. Following the PRISMA guidelines, five major databases were consulted (PubMed, Medline, CINAHL, Scopus and Web of Science). The inclusion criteria consisted of empirical studies, published in English, and reporting impacts of specific factors on HIT adoption among seniors in the community. A total of 41 studies were included in this review, mostly published between 2014 and 2017 in Europe and the US; the level of evidence in these studies was low to moderate. The factors that affect HIT adoption did not differ across types of technologies or age groups. The findings reveal that seniors adopt HIT that are perceived as useful and requiring low effort commitment; price/cost value were reported as adoption barriers. Social influence, facilitating conditions, senior-friendly product design, self-efficacy, Intrinsic Technology Quality, experience/training and technology anxiety may affect HIT adoption by seniors, although the evidence on these impacts remains weak and limited. Mixed and inconclusive evidence was observed on the impacts of socio-demographic variables, health condition, habit and privacy/security. Given the reported low level of HIT adoption among seniors, we call for more rigorous research in this area using a 'senior-centred' approach, which takes into account the discourse/interaction between seniors and their collective environment to better understand the factors that affect their technology adoption and address their needs.
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Mazariego CG, Juraskova I, Campbell R, Smith DP. Long-term unmet supportive care needs of prostate cancer survivors: 15-year follow-up from the NSW Prostate Cancer Care and Outcomes Study. Support Care Cancer 2020; 28:5511-5520. [PMID: 32179997 DOI: 10.1007/s00520-020-05389-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Accepted: 02/27/2020] [Indexed: 12/24/2022]
Abstract
PURPOSE To determine the prevalence, severity, and baseline associations of self-reported long-term unmet supportive care needs in a population-wide cohort of men with prostate cancer (PC), 15 years post-diagnosis. METHODS Participants were drawn from the New South Wales (NSW) Prostate Cancer Care and Outcomes Study. Eligible men were diagnosed with PC between 2000 and 2002, aged less than 70 years at diagnosis, and completed a 15-year follow-up survey. Demographic and clinical data were collected at baseline. The validated Cancer Survivors' Unmet Needs (CaSUN) Survey was administered to assess unmet needs. RESULTS Of 578 eligible men, 351 completed CaSUN. Mean age was 75.8 (range 59-84) with a mean follow-up time of 15.2 years post-diagnosis. Over a third of men (37.4%) reported at least one unmet need at 15 years. Most frequently reported unmet needs pertained to the comprehensive cancer care (34.1%) domain. 87.2% of participants who reported problems with sexual function reported this need as moderate/severe. Higher diagnostic prostate-specific antigen (PSA) levels (20+ ng/mL) at diagnosis were associated with future unmet needs (PSA 20+: OR = 4.80, 95% CI [1.33-17.35]). CONCLUSION Many PC survivors continue to report unmet needs 15 years post-diagnosis. There is a pressing need for clinicians to work together to coordinate PC care, and to proactively, regularly, and openly enquire about men's sexual adjustment to PC. The needs of PC survivors could better be met with more coordinated approaches to multidisciplinary care and timely interventions and support for chronic sexual dysfunction.
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De Angelis M. [There is no progress without school. Postgraduate specialization school completes the paradigm shift in palliative care.]. RECENTI PROGRESSI IN MEDICINA 2020; 111:647-651. [PMID: 33205762 DOI: 10.1701/3474.34565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
With the conversion of law decree no. 34 of 19 May 2020, bearing urgent measures concerning health, support to work and the economy, as well as social policies related to CoViD-19 epidemiological emergency, thanks to the approval of an amendment to legislative decree "Rilancio" signed by Giorgio Trizzino, the Specialization school in medicine and palliative care will be established starting from a.y. 2021-2022. Additionally, a course in pediatric palliative care will be introduced in pediatrics specialization schools. The news has been welcomed with enthusiasm by the scientific community and the main stakeholders, some of which have made a strong contribution to this result: the Italian Society for Palliative Care, the Italian Federation for Palliative Care, the Maruzza Levebvre d'Ovidio Foundation, as well as the many professionals, institutions, and NPOs that have been supporting for the past forty years the progress of palliative care in Italy. An assessment of the impact of such a measure and its effects entails due process and contextualization in different areas: first of all, that of demand and current supply, followed by the historical-cultural, the social, and the normative.
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Quinn KL, Shurrab M, Gitau K, Kavalieratos D, Isenberg SR, Stall NM, Stukel TA, Goldman R, Horn D, Cram P, Detsky AS, Bell CM. Association of Receipt of Palliative Care Interventions With Health Care Use, Quality of Life, and Symptom Burden Among Adults With Chronic Noncancer Illness: A Systematic Review and Meta-analysis. JAMA 2020; 324:1439-1450. [PMID: 33048152 PMCID: PMC8094426 DOI: 10.1001/jama.2020.14205] [Citation(s) in RCA: 94] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
IMPORTANCE The evidence for palliative care exists predominantly for patients with cancer. The effect of palliative care on important end-of-life outcomes in patients with noncancer illness is unclear. OBJECTIVE To measure the association between palliative care and acute health care use, quality of life (QOL), and symptom burden in adults with chronic noncancer illnesses. DATA SOURCES MEDLINE, Embase, CINAHL, PsycINFO, and PubMed from inception to April 18, 2020. STUDY SELECTION Randomized clinical trials of palliative care interventions in adults with chronic noncancer illness. Studies involving at least 50% of patients with cancer were excluded. DATA EXTRACTION AND SYNTHESIS Two reviewers independently screened, selected, and extracted data from studies. Narrative synthesis was conducted for all trials. All outcomes were analyzed using random-effects meta-analysis. MAIN OUTCOMES AND MEASURES Acute health care use (hospitalizations and emergency department use), disease-generic and disease-specific quality of life (QOL), and symptoms, with estimates of QOL translated to units of the Functional Assessment of Chronic Illness Therapy-Palliative Care scale (range, 0 [worst] to 184 [best]; minimal clinically important difference, 9 points) and symptoms translated to units of the Edmonton Symptom Assessment Scale global distress score (range, 0 [best] to 90 [worst]; minimal clinically important difference, 5.7 points). RESULTS Twenty-eight trials provided data on 13 664 patients (mean age, 74 years; 46% were women). Ten trials were of heart failure (n = 4068 patients), 11 of mixed disease (n = 8119), 4 of dementia (n = 1036), and 3 of chronic obstructive pulmonary disease (n = 441). Palliative care, compared with usual care, was statistically significantly associated with less emergency department use (9 trials [n = 2712]; 20% vs 24%; odds ratio, 0.82 [95% CI, 0.68-1.00]; I2 = 3%), less hospitalization (14 trials [n = 3706]; 38% vs 42%; odds ratio, 0.80 [95% CI, 0.65-0.99]; I2 = 41%), and modestly lower symptom burden (11 trials [n = 2598]; pooled standardized mean difference (SMD), -0.12; [95% CI, -0.20 to -0.03]; I2 = 0%; Edmonton Symptom Assessment Scale score mean difference, -1.6 [95% CI, -2.6 to -0.4]). Palliative care was not significantly associated with disease-generic QOL (6 trials [n = 1334]; SMD, 0.18 [95% CI, -0.24 to 0.61]; I2 = 87%; Functional Assessment of Chronic Illness Therapy-Palliative Care score mean difference, 4.7 [95% CI, -6.3 to 15.9]) or disease-specific measures of QOL (11 trials [n = 2204]; SMD, 0.07 [95% CI, -0.09 to 0.23]; I2 = 68%). CONCLUSIONS AND RELEVANCE In this systematic review and meta-analysis of randomized clinical trials of patients with primarily noncancer illness, palliative care, compared with usual care, was statistically significantly associated with less acute health care use and modestly lower symptom burden, but there was no significant difference in quality of life. Analyses for some outcomes were based predominantly on studies of patients with heart failure, which may limit generalizability to other chronic illnesses.
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Shannon B, Pang R, Jepson M, Williams C, Andrew N, Smith K, Bowles KA. What is the prevalence of frequent attendance to emergency departments and what is the impact on emergency department utilisation? A systematic review and meta-analysis. Intern Emerg Med 2020; 15:1303-1316. [PMID: 32557095 DOI: 10.1007/s11739-020-02403-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 06/06/2020] [Indexed: 11/26/2022]
Abstract
Patients who frequently attend to emergency departments are a varying group and have complex health care needs. This systematic review and meta-analysis aimed to determine the prevalence of patients who have frequent attendance to emergency departments. A systematic review was performed in line with PRISMA guidelines. A database search was conducted, and studies were included in the final review if they analysed a population of frequent attendance. Meta-analysis was performed only on population-based studies to estimate prevalence. The search yielded 2922 nonduplicate publications, of which 27 were included in the meta-analysis. The most common definition used for frequent attendance was greater than three presentations a year. The proportion of people who frequently attended as a percentage of the total study population ranged from 0.01 to 20.9%, with emergency department presentations from frequent attenders ranging from 0.2 to 34%. When limiting the definition of frequent attendance to greater than three visits in a 12-month period, people who frequently attended contributed between 3 and 10% [pooled estimate 6%; CI 4-7%] of emergency department presentations and between 12 and 34% [pooled estimate 21%; CI 15-27%] of total emergency department presentations. Meta-analysis found substantial heterogeneity between estimates [I2 > 50%]. The prevalence of frequent attendance compared to the total population of patients seeking emergency care was small, but the impact on emergency department utilisation is significant. Early identification of people attending for frequent care at an emergency department provides the opportunity to implement alternative models of care.
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Feng PW, Ahluwalia A, Feng H, Adelman RA. National Trends in the United States Eye Care Workforce from 1995 to 2017. Am J Ophthalmol 2020; 218:128-135. [PMID: 32445703 DOI: 10.1016/j.ajo.2020.05.018] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Revised: 05/09/2020] [Accepted: 05/12/2020] [Indexed: 11/17/2022]
Abstract
PURPOSE To describe temporal and geographic trends in the US eye care workforce. DESIGN Cross-sectional study. METHODS We obtained data from the 2017 Area Health Resources File. The main outcomes were ophthalmologist and optometrist density, as defined as the number of providers per 100,000 individuals, the ratio of ophthalmologists ≥55 years of age to those <55 years of age, and county characteristics associated with the availability of an ophthalmologist. RESULTS From 1995 to 2017, the national ophthalmologist density decreased from 6.30 to 5.68 ophthalmologists per 100,000 individuals. Although rural counties experienced a mean annual increase in ophthalmologist density by 2.26%, they still had a lower mean ophthalmologist density (0.58/100,000 individuals) compared with nonmetropolitan (2.19/100,000 individuals) and metropolitan counties (6.29/100,000 individuals) in 2017. The ratio of older to younger ophthalmologists increased from 0.37 in 1995 to 0.82 in 2017, with the greatest ratio increase occurring in rural counties (0.29 to 1.90). The presence of an ophthalmologist was significantly associated with a greater proportion of individuals with a college degree and health insurance, and more developed health care infrastructure. From 1990 to 2017, the density of optometrists increased from 11.06 to 16.16 optometrists per 100,000 individuals. CONCLUSIONS Over the last 2 decades, the national density of ophthalmologists has decreased and the workforce has aged. In contrast, the density of optometrists has increased. Rural counties continue to have a disproportionately lower supply of eye care providers, although some growth has occurred. Given the rising ratio of optometrists to ophthalmologists, it is of interest for future work to determine how the optometrist workforce can best complement potential shortages of ophthalmologists.
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Strzelecka A, Stachura M, Wójcik T, Pacian AB, Kulik T, Pacian J, Kaczoruk M, Galińska EM, Kawiak-Jawor E, Nowak-Starz G. Using affinity analysis in diagnosing the needs of patients as regards e-Health. ANNALS OF AGRICULTURAL AND ENVIRONMENTAL MEDICINE : AAEM 2020; 27:435-441. [PMID: 32955227 DOI: 10.26444/aaem/123872] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
INTRODUCTION E-Health tools allow a medical facility to set a given patient's data in order using ICT techniques, and the patient to use those techniques when contacting a given organisation. MATERIAL AND METHODS Secondary statistical data was used in the research. The study was carried out among primary health care patients. Mining for affinity rules was done in the R programme. The apriori and inspect functions from the arules package were used. Moreover, any redundant rules were removed from thoseobtained using the afero-mentioned method. Applying the general description of the affinity analysis method onto the survey described herein, it should be stressed that the aim of using affinity analysis was to discover the rules which contain the sub-transaction B={V_6=1} as a consequent. This was determined by the intention to discover associations regarding the knowledge about a uniform information system that the patients under study might have. RESULTS In the discovered rules, the antecedent most often contained an indication of the need for introducing a uniform solution as regards telemedicine. Moreover, according to the opinions of 'conscious'patients, a uniform IT system should improve the work at primary health care institutions, introducing an on-line booking system for visits should improve the productivity and comfort of doctors, and an IT system should provide unambiguous identification of a patient. CONCLUSIONS There is potential in using affinity analysis within e-Health. The example of affinity analysis described in his study led to the discovery of interesting and important (from the point of view of a medical facility) regularities regarding the knowledge and expectations of patients as regards e-Health.
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Bechard LE, McDougall A, Mitchell C, Regan K, Bergelt M, Dupuis S, Giangregorio L, Freeman S, Middleton LE. Dementia- and mild cognitive impairment-inclusive exercise: Perceptions, experiences, and needs of community exercise providers. PLoS One 2020; 15:e0238187. [PMID: 32898193 PMCID: PMC7478809 DOI: 10.1371/journal.pone.0238187] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 08/11/2020] [Indexed: 01/05/2023] Open
Abstract
PURPOSE For persons who are at risk for, or living with, dementia exercise is recommended, yet many become or remain inactive. Exercise providers play a vital role in promoting and facilitating exercise in these groups by recognizing and being responsive to the needs of persons with mild cognitive impairment (MCI) or dementia in exercise programming. The objective of this study was to explore the experiences, perceptions, and needs of community exercise providers regarding dementia. MATERIALS & METHODS Five focus groups were held with community exercise providers (n = 30) who deliver exercise to older adults (≥55 years) in municipal, non-profit, for profit, or academic settings. RESULTS Three themes were developed: (1) Unique experiences and diverse perceptions: suggests unique personal experiences with MCI and dementia inform distinct perceptions of dementia; (2) Dementia-Inclusive Practices: learning as you go and adapting for the individual: reflects exercise providers' approaches to recognizing and accommodating individuals' unique abilities and preferences; (3) Training and Best Practices, with Flexibility: identifies exercise providers' desires for MCI- and dementia-specific knowledge and training strategies, which need to recognize dementia heterogeneity between and within persons over time. CONCLUSIONS These findings highlight a willingness of exercise providers to support dementia-inclusive exercise, but recognize they have minimal training and lack educational resources to do so. Formal training resources may enhance exercise accessibility and participation for persons with MCI or dementia.
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Lee DCA, Tirlea L, Haines TP. Non-pharmacological interventions to prevent hospital or nursing home admissions among community-dwelling older people with dementia: A systematic review and meta-analysis. HEALTH & SOCIAL CARE IN THE COMMUNITY 2020; 28:1408-1429. [PMID: 32223022 DOI: 10.1111/hsc.12984] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 02/29/2020] [Accepted: 03/04/2020] [Indexed: 05/18/2023]
Abstract
Older people with dementia more frequently experience episodes of hospital care, transferal to nursing home and adverse events when they are in these environments. This study synthesised the available evidence examining non-pharmacological interventions to prevent hospital or nursing home admissions for community-dwelling older people with dementia. Seven health science databases of all dates were searched up to 2 December 2019. Randomised controlled trials and comparative studies investigating non-pharmacological interventions for older people with dementia who lived in the community were included. Meta-analyses using a random-effect model of randomised controlled trials were used to assess the effectiveness of interventions using measures taken as close to 12 months into follow-up as reported. Outcomes were risk and rate of hospital and nursing home admissions. Risk ratio (RR) or rate ratios (RaR) with 95% confidence interval were used to pool results for hospital and nursing home admission outcomes. Sensitivity analyses were conducted to include pooling of results from non-randomised trails. Twenty studies were included in the review. Community care coordination reduced rate of nursing home admissions [(2 studies, n = 303 people with dementia and 86 patient-caregiver dyads), pooled RaR = 0.66, 95% CI (0.45, 0.97), I2 = 0%, p = .45]. Single interventions of psychoeducation and multifactorial interventions comprising of treatment and assessment clinics indicated no effect on hospital or nursing home admissions. The preliminary evidence of community care coordination on reducing the rate of nursing home admissions may be considered with caution when planning for community services or care for older people living with dementia.
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Cook A. Do the uninsured demand less care? Evidence from Maryland's hospitals. INTERNATIONAL JOURNAL OF HEALTH ECONOMICS AND MANAGEMENT 2020; 20:251-276. [PMID: 32144604 PMCID: PMC8739838 DOI: 10.1007/s10754-020-09280-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 02/21/2020] [Indexed: 06/10/2023]
Abstract
Uninsured individuals receive fewer healthcare services for at least three reasons: responsibility for the entire bill, higher prices, and potential provider reductions for concern of nonpayment. I isolate reductions when uninsured patients are solely financially responsible by capitalizing on Maryland's highly regulated health care system. Prices are set by the state, are uniform across all patients, and hospitals are compensated for free care and bad debt. I use a unique feature of the data, multiple readmissions for patients who gain or lose insurance between visits, to isolate the reductions in quantity demanded when individuals are faced with paying the full price without an insurance contribution. A Blinder-Oaxaca decomposition estimates uninsured individuals receive 6% fewer services after accounting for differences in patient, illness, and hospital characteristics than when these same individuals are insured.
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Cronin P, Reeve R, McCabe P, Viney R, Goodall S. Academic achievement and productivity losses associated with speech, language and communication needs. INTERNATIONAL JOURNAL OF LANGUAGE & COMMUNICATION DISORDERS 2020; 55:734-750. [PMID: 32687245 DOI: 10.1111/1460-6984.12558] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Revised: 05/27/2020] [Accepted: 05/28/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Childhood speech, language and communication needs (SLCN) impose a significant burden on individuals, families and society. There are explicit costs related to increased health utilization and expenditure. Additionally, there may be indirect costs associated with a child's employment prospects in the long term because of the child's low literacy and numeracy, which in turn affects adult labour force participation (LFP). Several reviews have identified that there is paucity of published evidence on the costs of SLCN. Motivated by broad policy implications, and the lack of prior research in this area, this paper calculates the indirect costs and workplace productivity losses of children with SLCN. AIMS To estimate the indirect costs of SLCN associated with a child's reduced long-term productivity. METHODS & PROCEDURES Using 12 years of data from a longitudinal study of Australian children, we employed a panel fixed-effects model to estimate academic achievement at 14-15 years of age. Using these estimates, we employed a human capital approach (HCA) to estimate the projected LFP for children with SLCN, measured by workforce participation and foregone wages. LFP is estimated by extrapolating a child's academic achievement at 14-15 years of age to adulthood outcomes. OUTCOMES & RESULTS The results showed that a 1 SD (standard deviation) decrease in SLCN is equivalent to 0.19 (95% confidence interval (CI) = 0.09, 0.30) SD decrease in academic achievement at 14-15 years, 0.79% (95% CI = 0.37, 1.21) decrease in work participation and A$453 (95% CI = A$207, A$674) per annum in lost wages. The average work participation penalty across all level of SLCN (-3, -2, -1) is A$628 (95% CI = A$236, A$894) per person per year. Based on the prevalence of 8.3% from our sample, this equates to lifetime costs of A$21.677 billion (US$14.28 billion, €13.08 billion, £11.66 billion) for children with SLCN in Australia. Speech pathology treatment appears to have a positive impact on work participation and wages. On average A$355 (95% CI = A$346, A$355) per person per year could be saved through treatment or identification (the difference in lost wages for children with and without speech pathology treatment at each SLCN level (-1, -2 ,-3) calculated as a weighted average). This equates to lifetime savings of A$5.22 billion (US$3.44 billion, €3.15 billion, £2.81 billion) for children with SLCN in Australia. CONCLUSIONS & IMPLICATIONS Overall, the findings showed that SLCN are associated with increased indirect costs through reduced workforce participation. The evidence from this study can be used to inform policies on the societal costs of SLCN. What this paper adds What is already known on this subject Childhood SLCN impose significant burden on individuals, families and society. There are explicit costs related to increased health utilization and expenditure. Additionally, there may be indirect costs associated with a child's employment prospects in the long term because of the child's low literacy and numeracy, which in turn affects adult LFP. Several reviews have identified that there is paucity of published evidence on the costs of SLCN. Motivated by broad policy implications, and the lack of prior research in this area, this paper calculates the indirect costs and workplace productivity losses of children with SLCN. What this paper adds to existing knowledge This study estimates the academic achievement and indirect costs of SLCN associated with a child's reduced long-term productivity. Using 12 years of data from a longitudinal study of Australian children, we employed a panel fixed-effects model to estimate academic achievement at 14-15 years of age. Using these estimates, we used a human capital approach to estimate the projected LFP for children with SLCN, measured by workforce participation and foregone wages. LFP is estimated by extrapolating a child's academic achievement at 14-15 years of age to adulthood outcomes. What are the potential or actual clinical implications of this work? SLCN are associated with increased indirect costs through reduced workforce participation. The evidence from this study provides one of the first indirect cost estimates of how SLCN impacts LFP through educational achievement. Early identification, intervention and screening for SLCN may be useful offsets to reduce the economic effects identified here.
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