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3.
Korean J Med Educ ; 36(3): 315-326, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39246112

RESUMO

This systematic review aims to identify the elements of doctor-patient communication in telemedicine, emerging challenges, and proposed recommendations. Four databases, including Science Direct, PubMed, Cochrane, and ProQuest, were searched using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. The inclusion criteria consisted of original research papers, availability of free full text, and publications during the past 10 years. A total of 13 articles completed the selection process and satisfied the established criteria. The issues and recommendations of telemedicine communication were categorized into three distinct groups: pre-consultation, during-consultation, and post-consultation. Preparation encompasses the arranging of visual elements, safeguarding patient privacy and confidentiality, and addressing any technical challenges that may arise. The consultation encompasses nonverbal behavior, empathy, the doctor-patient connection, and a physical examination. Post-telemedicine consultations refer to medical appointments that occur after a telemedicine session, typically involving follow-up medical interactions. Telemedicine presents unique challenges in doctor-patient consultations that differ from face-to-face interactions. Therefore, clinicians must acquire communication skills specific to telemedicine to ensure effective consultations and achieve optimal health results.


Assuntos
Comunicação , Relações Médico-Paciente , Telemedicina , Humanos , Confidencialidade , Empatia , Encaminhamento e Consulta
4.
Respir Med ; 233: 107790, 2024 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-39218320

RESUMO

RESEARCH QUESTION: From the perspectives of healthcare professionals (HCPs) and people with chronic obstructive pulmonary disease (COPD) known to tertiary care, what influences successful referrals to a pulmonary rehabilitation program (PRP)? METHODS: This cross-sectional qualitative study was informed by a critical realist perspective. We purposively sampled people with COPD and HCPs who deliver COPD care and used semi-structured interviews and focus groups to explore determinants of a successful referral to a PRP. Interviews were recorded, transcribed verbatim and analysed using reflexive thematic analysis. RESULTS: Data were available on 38 HCPs and 15 people with COPD. We generated three core themes pertaining to successful referrals. The first theme was that HCPs should be mindful of how professional responsibilities (such as their personal value and interest in a PRP, their degree of understanding of PRPs, and the organisational culture the PRPs are embedded within) shape decision-making during a therapeutic interaction. The second theme, there's more to me than my COPD, characterised psychological perceptions that shape a person's readiness to engage in a PRP. The third theme, communication is a two-way street that requires careful navigation, characterised the interpersonal dynamic between HCP and patient, and how dedicated conversations about PRPs can encourage successful referrals. CONCLUSION: Therapeutic interactions that include dedicated conversations about PRPs can foster successful referrals among people with COPD. During these interactions, HCPs should take the time to understand and carefully unpack psychological perceptions whilst imparting value, interest and enthusiasm for PRPs. Doing so can shape patient engagement toward referral success.


Assuntos
Comunicação , Participação do Paciente , Doença Pulmonar Obstrutiva Crônica , Pesquisa Qualitativa , Encaminhamento e Consulta , Humanos , Doença Pulmonar Obstrutiva Crônica/reabilitação , Doença Pulmonar Obstrutiva Crônica/psicologia , Estudos Transversais , Masculino , Participação do Paciente/psicologia , Feminino , Pessoa de Meia-Idade , Idoso , Grupos Focais , Pessoal de Saúde/psicologia , Tomada de Decisões , Adulto
5.
J Prim Care Community Health ; 15: 21501319241276817, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39238259

RESUMO

OBJECTIVE: Fatal overdoses are the third leading cause of death in the pediatric population. Substance use disorders (SUD) screening is not routinely done in primary care practices. Early screening and intervention for adolescent SUD could mitigate future harm. METHODS: We conducted a 3-month pilot adapting universal screening using the CRAFFT tool in patients aged 12 to 17 presenting to an urban and a rural primary care practice during well-child and acute/sick-child visits. We collaborated with our pediatric addiction service to ensure access availability for further assessment and treatment for all positively screened patients; this was broadly communicated to primary care providers. RESULTS: There was a higher CRAFFT completion rate in the urban site (90%, vs 52.6% in our rural site). The majority of CRAFFT questionnaires were completed during acute/sick-child visits in both study sites. Moreover, we found a higher positive screen rate in our rural practice (14.6%, vs 2.4% in our urban practice). Only 27% of positively screened patients had substance use addressed by their providers. No pediatric addiction referrals were made. CONCLUSIONS: Findings suggest provider-level barriers exist despite having adequate specialty referral sources and institutional encouragement. Future work is needed to explore these barriers.


Assuntos
Acessibilidade aos Serviços de Saúde , Atenção Primária à Saúde , Encaminhamento e Consulta , Transtornos Relacionados ao Uso de Substâncias , Humanos , Adolescente , Transtornos Relacionados ao Uso de Substâncias/epidemiologia , Transtornos Relacionados ao Uso de Substâncias/terapia , Encaminhamento e Consulta/estatística & dados numéricos , Masculino , Feminino , Criança , Projetos Piloto , Inquéritos e Questionários , Programas de Rastreamento , Serviços de Saúde Rural/estatística & dados numéricos , População Rural
6.
Gynecol Endocrinol ; 40(1): 2396628, 2024 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-39217621

RESUMO

BACKGROUND: The aim was to conduct a benchmark pilot study to find the best practice for consultation hours in the field of gynecological endocrinology. Suitable benchmarking participants were found in China, Germany, Greece, and Switzerland. Specifically, the study aimed to find the most time-efficient and beneficial consultation type in gynecological endocrinology focused on menopause and whether a shorter face-to-face consultation correlates with lower patient satisfaction. METHODS: This was an observational study. To analyze the processes of all benchmarking participants three tools were used: a measurement of time needed for the different consultation types, a questionnaire for patients and one for physicians. The primary endpoint was the time measurement of first consultations. Secondary endpoints were the time measurements of follow-up consultations and phone consultations and patient satisfaction. RESULTS: The mean overall duration of a first consultation differed from 20.4 min to 39.7 min (p = 0.003), mainly based on differences of the mean time to acquire the patient history, 5.6 to 21.6 min (p < 0.001). The percentage of patients who felt they had enough time to discuss questions ranged from 70% to 100% (p < 0.001). The percentage of patients who felt fully understood by their physician ranged from 62.5% to 92% (p = 0.006). The duration of a first consultation did not correlate with patients feeling well consulted (r=-0.048, p = 0.557). CONCLUSIONS: A concise patient history that concentrates on the most relevant points can reduce the total consultation time. Reducing consultation time can be made without compromising how well patients feel consulted.


Assuntos
Endocrinologia , Ginecologia , Satisfação do Paciente , Encaminhamento e Consulta , Humanos , Feminino , Endocrinologia/normas , Satisfação do Paciente/estatística & dados numéricos , Pessoa de Meia-Idade , Projetos Piloto , Encaminhamento e Consulta/estatística & dados numéricos , Adulto , Fatores de Tempo , Relações Médico-Paciente , Benchmarking , Inquéritos e Questionários
7.
J Med Internet Res ; 26: e59089, 2024 Sep 09.
Artigo em Inglês | MEDLINE | ID: mdl-39250183

RESUMO

BACKGROUND: Video telehealth offers a mechanism to help Veterans Health Administration (VHA) patients overcome health care access barriers; however, many veterans lack a suitable device and sufficient internet connectivity. To address disparities in technology access, VHA established a Connected Device Program that offers veterans loaned video-capable tablets and internet service. In 2020, VHA introduced a national Digital Divide Consult to facilitate and standardize referrals for this resource. OBJECTIVE: We sought to evaluate the reach and impact of VHA's Connected Device Program, leveraging Digital Divide Consult data to determine whether resources are supporting veterans with health care needs and access barriers. METHODS: We examined the reach of VHA's Connected Device Program using national secondary data from VHA's electronic health records among 119,926 tablet recipients who received a tablet (April 1, 2020, to February 28, 2023) and 683,219 veterans from the general VHA population. We assessed changes in tablet recipients' demographic and clinical characteristics before and after implementation of the Digital Divide Consult compared with the general VHA population. We examined the impact of tablets and the consult on adoption of telehealth (ie, video visit use and number of visits) adjusting for differences between tablet recipients and the general VHA population. Finally, we evaluated consult implementation by assessing the use of video-based services by tablet referral reason. RESULTS: Common reasons for tablet referral included mental health diagnoses (50,367/79,230, 63.9%), distance from a VHA facility >30 miles (17,228/79,230, 21.7%), and social isolation (16,161/79,230, 20.4%). Moreover, 63.0% (49,925/79,230) of individuals who received a tablet after implementation of the Digital Divide Consult had a video visit in the first 6 months of tablet receipt. Some consult reasons were associated with a higher-than-average percentage of video telehealth use, including enrollment in evidence-based mental health programs (74.8% [830/1100] with video use), living >30 miles from a VHA facility (68.3% [10,557/17,228] with video use), and having a mental health diagnosis (68.1% [34,301/50,367] with video use). Tablet recipients had nearly 3 times the likelihood of having a video visit within a month once provided a tablet compared to the general VHA population, with an adjusted risk ratio of 2.95 (95% CI 2.91-2.99) before consult implementation and 2.73 (95% CI 2.70-2.76) after consult implementation. Analyses of telehealth adoption suggested that veterans receiving tablets for mental health care and evidence-based programs have higher rates of video visits, while those who are homebound or receiving tablets for hospice have higher rates of nonuse. CONCLUSIONS: This evaluation of VHA's Connected Device Program suggests that tablets are facilitating video-based care among veterans with complex needs. Standardization of referrals through the Digital Divide Consult has created opportunities to identify groups of tablet recipients with lower telehealth adoption rates who might benefit from a targeted intervention.


Assuntos
Telemedicina , United States Department of Veterans Affairs , Humanos , Estados Unidos , Telemedicina/estatística & dados numéricos , Feminino , Masculino , Pessoa de Meia-Idade , Estudos de Coortes , Exclusão Digital , Veteranos/estatística & dados numéricos , Computadores de Mão/estatística & dados numéricos , Idoso , Adulto , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Encaminhamento e Consulta/estatística & dados numéricos
8.
N Z Med J ; 137(1602): 15-26, 2024 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-39236324

RESUMO

AIM: Endometrial cancer (EC) is increasing in incidence in women across Aotearoa New Zealand as risk factors such as obesity and diabetes become more prevalent. In 2022, a Rapid Access Clinic (RAC) for hysteroscopy was implemented at Te Whatu Ora Counties Manukau District to increase early detection of EC. METHOD: Plan-Do-Study-Act (PDSA) cycles were used to test and implement RAC supported by a nurse pre-procedural phone consultation. Quantitative data was collected alongside patient experiences of the pre-procedural telephone call. RESULTS: A total of 207 women successfully completed RAC, which enabled one less visit to clinic per patient, subsequent travel cost savings (NZ$35,959) and a decrease in CO2 emissions (1,782kg). Lead time from first specialist appointment (FSA) to outpatient (OP) hysteroscopy, previously 25 days (SD: 21 days), was eliminated. Wait time from referral to provisional diagnosis increased from 26 days to 31 days; however, standard variation reduced from 30 days to 15 days. Clinician productivity increased by 25% per hysteroscopy session. Twenty-six out of 30 patients reported positive experiences of their pre-procedural RAC phone consultation. Twenty-seven out of 207 women were diagnosed with endometrial cancer from RAC. CONCLUSION: RAC are patient-centric and have demonstrated valuable benefits for both clinicians and women with a high suspicion of EC.


Assuntos
Neoplasias do Endométrio , Histeroscopia , Melhoria de Qualidade , Telefone , Humanos , Feminino , Nova Zelândia , Neoplasias do Endométrio/diagnóstico , Pessoa de Meia-Idade , Adulto , Detecção Precoce de Câncer/métodos , Instituições de Assistência Ambulatorial , Encaminhamento e Consulta , Acessibilidade aos Serviços de Saúde
9.
N Z Med J ; 137(1602): 102-110, 2024 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-39236328

RESUMO

AIM: Quantitative faecal haemoglobin (fHb) measurement by faecal immunochemical test (FIT) is a powerful biomarker for colorectal cancer (CRC) and is incorporated in referral, prioritisation and triage protocols for symptomatic cases in other countries. We report our use of FIT to prioritise new patient symptomatic cases referred for colorectal investigation. METHOD: Cases referred for investigation of new colorectal symptoms who were aged ≥50 years (≥40 years Maori/Pacific peoples), who would otherwise be triaged to non-urgent colonoscopy, were asked to provide a stool sample for FIT. Following FIT testing, cases were re-triaged to either urgent colonoscopy, non-urgent colonoscopy or computed tomography colonography (CTC) depending on fHb concentration (measured in micrograms haemoglobin per gram of stool [mcg/g]) and incorporating clinical judgement. At pathway initiation, cases already waiting for colonoscopy on the non-urgent new patient waiting list were approached first, and then new patient (NP) referrals for colonoscopy could be triaged to the pathway at the discretion of the triaging consultant. RESULTS: Out of 739 cases, 715 (97%) returned FIT samples, and 691 cases completed colorectal investigations. Overall FIT positivity ≥10mcg/g was 17.1%. Fifteen colorectal cancers (CRC) were detected (2.2%). The sensitivity and specificity of FIT ≥10mcg/g for CRC were 80.0% (54.0-93.7%) and 84.3 (81.4-86.9%) respectively. A total of 432 cases (62.5%) completed the pathway without recourse to colonoscopy, and the median time to CRC diagnosis for NP from referral was 25 days. CONCLUSION: FIT based prioritisation of cases referred with symptoms concerning for CRC is feasible and reduces time to CRC diagnosis.


Assuntos
Colonoscopia , Neoplasias Colorretais , Detecção Precoce de Câncer , Sangue Oculto , Encaminhamento e Consulta , Triagem , Humanos , Neoplasias Colorretais/diagnóstico , Pessoa de Meia-Idade , Feminino , Masculino , Idoso , Detecção Precoce de Câncer/métodos , Triagem/métodos , Hemoglobinas/análise , Nova Zelândia , Colonografia Tomográfica Computadorizada , Fezes/química
10.
N Z Med J ; 137(1602): 150-154, 2024 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-39236337

RESUMO

BACKGROUND: There is a lack of literature concerning dermatological conditions affecting patients of Pacific ethnicity. AIM: To investigate dermatological conditions in patients of Pacific ethnicity referred to dermatology from 2016 to 2022. METHODS: Single-centre study of electronic referrals to dermatology from January 2016 to May 2022. RESULTS: Pacific ethnicity was recorded for 1.7% of 30,769 referrals to dermatology, under-representing census data for the local population (5.4%). Dermatological diagnoses were eczema in 36% of patients, benign skin lesions in 11% and skin infection in 8.3%. CONCLUSION: Eczema was the most common reason for referral to dermatology in patients of Pacific ethnicity in the Waikato Region.


Assuntos
Eczema , Havaiano Nativo ou Outro Ilhéu do Pacífico , Encaminhamento e Consulta , Humanos , Nova Zelândia/epidemiologia , Eczema/epidemiologia , Encaminhamento e Consulta/estatística & dados numéricos , Feminino , Masculino , Adulto , Havaiano Nativo ou Outro Ilhéu do Pacífico/estatística & dados numéricos , Pessoa de Meia-Idade , Adolescente , Criança , Adulto Jovem , Idoso , Pré-Escolar , Lactente , Dermatologia/estatística & dados numéricos , Dermatopatias/epidemiologia , Dermatopatias/etnologia
11.
Saudi Med J ; 45(9): 952-958, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39218468

RESUMO

OBJECTIVES: To analyze the performance of a leading institution in implementing newborn hearing screening and address two key areas: the knowledge gap in screening practice and the prevalence of permanent sensorineural hearing loss in Saudi Arabia. METHODS: We analyzed the prevalence of hearing impairment in all live births at King Fahad Hospital of the University, Al Khobar, Saudi Arabia, from September 2018 to June 2022. Automated auditory brainstem response was used for both initial screening and rescreening. Newborns who failed the rescreening underwent a diagnostic evaluation. We assessed the coverage of initial screening, the rate of lost follow-up, referrals for rescreening and diagnostic evaluation, and the prevalence of hearing impairment. RESULTS: A total of 5,986 newborns were born. Of these, 96.5% were screened. The passing rate for the initial screening and rescreening was 71.8%. However, 27.5% of newborns were lost to follow-up. Only 0.7% required referral for a diagnostic evaluation. The overall prevalence of hearing impairment was 2.6 per 1,000 newborns. CONCLUSION: Early identification of hearing loss through newborn screening improves the lives of affected individuals. Our program currently meets the World Health Organization's 1-3-6 benchmark goals. However, the underestimation of permanent hearing loss due to the 30% lost-to-follow-up rate is a limitation. Emphasizing the importance of the screening program is crucial to raising awareness and improving the accuracy of prevalence rates.


Assuntos
Testes Auditivos , Triagem Neonatal , Centros de Atenção Terciária , Humanos , Arábia Saudita/epidemiologia , Recém-Nascido , Triagem Neonatal/métodos , Prevalência , Perda Auditiva Neurossensorial/epidemiologia , Perda Auditiva Neurossensorial/diagnóstico , Feminino , Perda Auditiva/epidemiologia , Perda Auditiva/diagnóstico , Encaminhamento e Consulta/estatística & dados numéricos , Masculino , Potenciais Evocados Auditivos do Tronco Encefálico
12.
Saudi Med J ; 45(9): 919-928, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39218469

RESUMO

OBJECTIVES: To investigate the referral practices across different medical specialties and identify possible barriers to hand surgery referral. Rheumatoid hand deformities (RHDs) and thumb carpometacarpal (CMC) arthritis may require surgery once deformities occur. However, in Saudi Arabia, the rate of referrals to hand surgeons remains low. METHODS: This was a cross-sectional study that included 102 consultants of family medicine, rheumatology, and orthopedics across various regions of Saudi Arabia. A total of 30 institutions were contacted and requested to distribute a survey questionnaire to their physicians; these institutions included 8 private hospitals, 16 government hospitals, and 6 primary healthcare centers. The survey included questions on the incidence, rate, management, knowledge, and referral of patients with RHD and CMC arthritis using a 5-point Likert scale. The Kruskal-Wallis H test was utilized in our analysis to evaluate the differences in responses among the 3 specialties. RESULTS: For RHD and thumb CMC arthritis, the referral rate was higher among orthopedic surgeons compared to rheumatologists and family medicine physicians. The main barriers to referral were patient refusal, medical treatment alone being deemed adequate, and a lack of awareness of surgical options for management. CONCLUSION: Our findings highlight discrepancies in patterns of physician referral of RHD and thumb CMC arthritis cases to hand surgeons, indicating the need for targeted interventions to improve referral rates and enhance patient outcomes.


Assuntos
Artrite Reumatoide , Articulações Carpometacarpais , Padrões de Prática Médica , Encaminhamento e Consulta , Polegar , Humanos , Encaminhamento e Consulta/estatística & dados numéricos , Estudos Transversais , Articulações Carpometacarpais/cirurgia , Padrões de Prática Médica/estatística & dados numéricos , Polegar/cirurgia , Arábia Saudita , Artrite Reumatoide/cirurgia , Cirurgiões Ortopédicos/estatística & dados numéricos , Inquéritos e Questionários , Masculino , Feminino , Cirurgiões/estatística & dados numéricos
13.
Sci Rep ; 14(1): 20627, 2024 09 04.
Artigo em Inglês | MEDLINE | ID: mdl-39232087

RESUMO

The coronavirus disease (COVID-19) pandemic negatively affected the diagnosis and treatment of several cancer types. However, this pandemic's exact impact and extent on bone and soft tissue sarcomas need to be clarified. We aimed to investigate the effect of the COVID-19 pandemic and emergency declaration by the local government on consultation behavior and clinical stage at diagnosis of bone and soft tissue sarcoma. A total of 403 patients diagnosed with bone and soft tissue sarcoma who initially visited three sarcoma treatment hospitals between January 2018 and December 2021 were included. The monthly number of newly diagnosed soft tissue sarcoma patients was reduced by 25%, and the proportion of soft tissue patients with stage IV disease at diagnosis significantly increased by 9% during the COVID-19 pandemic compared to before the COVID-19 pandemic. Furthermore, the monthly number of new primary bone and soft tissue sarcoma patients significantly decreased by 43% during the state of emergency declaration. The COVID-19 pandemic had a negative impact on soft tissue sarcoma patients' consultation behavior and increased the proportion of advanced-stage patients at initial diagnosis. An emergency declaration by the local government also negatively affected primary bone and soft tissue sarcoma patients' consultation behavior.


Assuntos
Neoplasias Ósseas , COVID-19 , Encaminhamento e Consulta , Sarcoma , Humanos , COVID-19/epidemiologia , COVID-19/diagnóstico , Sarcoma/diagnóstico , Sarcoma/epidemiologia , Sarcoma/terapia , Masculino , Feminino , Pessoa de Meia-Idade , Neoplasias Ósseas/diagnóstico , Neoplasias Ósseas/epidemiologia , Adulto , Idoso , Neoplasias de Tecidos Moles/diagnóstico , Neoplasias de Tecidos Moles/epidemiologia , Neoplasias de Tecidos Moles/terapia , Pandemias , SARS-CoV-2/isolamento & purificação , Estadiamento de Neoplasias
16.
Health Expect ; 27(5): e70015, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39223834

RESUMO

INTRODUCTION: There is a growing body of literature concerning endometriosis patients' perspectives on the healthcare system and endometriosis care in New Zealand. However, there is little research available on the perspectives of general practitioners (GPs) internationally, and none currently in New Zealand. The purpose of this study is to address New Zealand GPs' understanding of and approach to endometriosis diagnosis, referrals, management and guidelines. METHODS AND MATERIALS: An online, anonymous survey was shared with 869 GP clinics and completed by 185 New Zealand-based GPs regarding their awareness and application of the inaugural 2020 'Diagnosis and Management of Endometriosis in New Zealand' guidelines, their perception of their endometriosis knowledge, the diagnostic value they assign to symptoms, the treatments they recommend and the reasons they refer patients to specialist gynaecologists. Differences between groups were conducted using Chi-squared tests, and text answers were assessed thematically using inductive, semantic coding. RESULTS: All 185 GPs had gynaecology consults, and 73% had gynaecology consults every week. Despite 65% being aware of the 2020 guidelines, only 35% overall had read them. Only 52% of GPs considered themselves to know enough about endometriosis for their routine practice. The most common treatment to be considered first line was intrauterine contraceptive devices (IUDs; 96%), whereas the most common alternative treatment recommended was exercise (69%). The most common reason for referral to specialist care was the failure of all attempted treatments (84%). CONCLUSIONS: Many of the study's results align with current New Zealand and international endometriosis guidelines, particularly the prioritisation of progestin-only therapies, the reduced emphasis on surgical treatment as the first line and the low rates of alternative treatment recommendations. This study also highlights the need to improve awareness of inappropriate GP recommendations, including long-term treatment with prescription-only pain relief such as codeine and pregnancy for symptomatic relief. PATIENT OR PUBLIC CONTRIBUTION: Two of the authors involved in the design and conduct of the study, data interpretation and manuscript preparation have sought care for endometriosis. TRIAL REGISTRATION: NA.


Assuntos
Endometriose , Clínicos Gerais , Encaminhamento e Consulta , Humanos , Endometriose/terapia , Endometriose/diagnóstico , Feminino , Nova Zelândia , Inquéritos e Questionários , Adulto , Guias de Prática Clínica como Assunto , Atitude do Pessoal de Saúde , Padrões de Prática Médica , Masculino , Pessoa de Meia-Idade
17.
BMC Health Serv Res ; 24(1): 1039, 2024 Sep 07.
Artigo em Inglês | MEDLINE | ID: mdl-39244560

RESUMO

BACKGROUND: Geriatric assessment (GA) is a multidimensional process that disrupts the primary health care (PHC) referral system. Accessing consistent data is central to the provision of integrated geriatric care across multiple healthcare settings. However, due to poor-quality data and documentation of GA, developing an agreed minimum data set (MDS) is required. Therefore, this study aimed to develop a GA-MDS in the PHC referral system to improve data quality, data exchange, and continuum of care to address the multifaceted necessities of older people. METHODS: In our study, the items to be included within GA-MDS were determined in a three-stepwise process. First, an exploratory literature search was done to determine the related items. Then, we used a two-round Delphi survey to obtain an agreement view on items to be contained within GA-MDS. Finally, the validity of the GA-MDS content was evaluated. RESULTS: Sixty specialists from different health geriatric care disciplines scored data items. After, the Delphi phase from the 230 selected items, 35 items were removed by calculating the content validity index (CVI), content validity ratio (CVR), and other statistical measures. Finally, GA-MDS was prepared with 195 items and four sections including administrative data, clinical, physiological, and psychological assessments. CONCLUSIONS: The development of GA-MDS can serve as a platform to inform the geriatric referral system, standardize the GA process, and streamline their referral to specialized levels of care. We hope GA-MDS supports clinicians, researchers, and policymakers by providing aggregated data to inform medical practice and enhance patient-centered outcomes.


Assuntos
Técnica Delphi , Avaliação Geriátrica , Atenção Primária à Saúde , Encaminhamento e Consulta , Humanos , Atenção Primária à Saúde/normas , Idoso , Avaliação Geriátrica/métodos , Irã (Geográfico) , Encaminhamento e Consulta/estatística & dados numéricos , Feminino , Prestação Integrada de Cuidados de Saúde , Masculino , Idoso de 80 Anos ou mais , Continuidade da Assistência ao Paciente
18.
JMIR Form Res ; 8: e54638, 2024 Sep 04.
Artigo em Inglês | MEDLINE | ID: mdl-39230941

RESUMO

BACKGROUND: Every hospital manager aims to build harmonious, mutually beneficial, and steady-state departments. Therefore, it is important to explore a hospital department development assessment model based on objective hospital data. OBJECTIVE: This study aims to use a novel machine learning algorithm to identify key evaluation indexes for hospital departments, offering insights for strategic planning and resource allocation in hospital management. METHODS: Data related to the development of a hospital department over the past 3 years were extracted from various hospital information systems. The resulting data set was mined using neural machine algorithms to assess the possible role of hospital departments in the development of a hospital. A questionnaire was used to consult senior experts familiar with the hospital to assess the actual work in each hospital department and the impact of each department's development on overall hospital discipline. We used the results from this questionnaire to verify the accuracy of the departmental risk scores calculated by the machine learning algorithm. RESULTS: Deep machine learning was performed and modeled on the hospital system training data set. The model successfully leveraged the hospital's training data set to learn, predict, and evaluate the working and development of hospital departments. A comparison of the questionnaire results with the risk ranking set from the departments machine learning algorithm using the cosine similarity algorithm and Pearson correlation analysis showed a good match. This indicates that the department development assessment model and risk score based on the objective data of hospital systems are relatively accurate and objective. CONCLUSIONS: This study demonstrated that our machine learning algorithm provides an accurate and objective assessment model for hospital department development. The strong alignment of the model's risk assessments with expert opinions, validated through statistical analysis, highlights its reliability and potential to guide strategic hospital management decisions.


Assuntos
Departamentos Hospitalares , Aprendizado de Máquina , Humanos , Inquéritos e Questionários , Departamentos Hospitalares/organização & administração , Algoritmos , Encaminhamento e Consulta
20.
JAMA Health Forum ; 5(9): e242807, 2024 Sep 06.
Artigo em Inglês | MEDLINE | ID: mdl-39240579

RESUMO

Importance: Individuals with opioid use disorder (OUD) and criminal justice system involvement experience high rates of overdose death. Historical data point to limited use of medications for opioid use disorder (MOUD) in criminal justice system-referred treatment for OUD as playing a role. However, how MOUD use among those referred to treatment by the criminal justice system has changed relative to other referral sources over time is still unclear, as well as how it varies across states. Objective: To examine disparities in the use of MOUD between individuals referred to treatment by the criminal justice system compared to other referral sources over time. Design, Setting, and Participants: This cross-sectional study included admissions to specialty substance use treatment facilities for OUD in the national Treatment Episodes Dataset-Admissions from 2014 to 2021. Logistic regression models were used to examine trends in the probability of MOUD use among individuals with and without criminal justice referrals for OUD treatment, as well as any differential trends by state. The data were analyzed from September 2023 to August 2024. Main Outcome and Measure: The main outcome was the probability that treatment for individuals with OUD included MOUD. Results: A total of 3 235 445 admissions were analyzed in the study data. Among individuals referred to OUD treatment by the criminal justice system, the probability that treatment included MOUD increased by 3.42 percentage points (pp) (95% CI, 3.37 pp to 3.47 pp) annually from 2014 to 2021. This was faster than the increase in the probability of MOUD use for noncriminal justice-referred admissions (2.49 pp [95% CI, 2.46 pp to 2.51 pp) and reduced, but did not eliminate, disparities in MOUD use between individuals with and without criminal justice system-referred treatment. In 2021, only 33.6% of individuals in criminal justice system-referred treatment received MOUD, 15.6 pp lower than for individuals referred to treatment by other sources. Trends in the probability of MOUD use varied substantially for individuals in criminal justice system-referred treatment across states, but very few experienced enough growth to eliminate this disparity. Conclusions and Relevance: The results of this cross-sectional study suggest that targeted efforts to address persistent disparities in MOUD use among those with OUD and criminal justice system involvement are needed to address the poor health outcomes experienced by this population.


Assuntos
Direito Penal , Tratamento de Substituição de Opiáceos , Transtornos Relacionados ao Uso de Opioides , Humanos , Estudos Transversais , Masculino , Feminino , Adulto , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Transtornos Relacionados ao Uso de Opioides/epidemiologia , Pessoa de Meia-Idade , Tratamento de Substituição de Opiáceos/estatística & dados numéricos , Disparidades em Assistência à Saúde , Estados Unidos/epidemiologia , Encaminhamento e Consulta , Adulto Jovem
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