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1.
Integr Cancer Ther ; 22: 15347354231198072, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37694880

RESUMEN

PURPOSE: Cancer patients who remain tobacco users have poorer outcomes, including increased mortality and decreased treatment tolerance; however, cessation post-diagnosis is challenging. Our formative research explored cessation-related perspectives among patients and staff at one National Cancer Institute-designated cancer center, to inform improving cessation services within oncology care. METHODS: Using a descriptive phenomenological approach, a purposive sample of current cancer patients (n = 13) and cancer center physicians and cessation program staff (n = 9) were recruited to complete one-on-one audio-recorded in-depth qualitative interviews, to explore experiences providing or receiving cessation support, and perspectives on patients' readiness and needs regarding cessation. Thematic coding utilized Green's predisposing, enabling, and reinforcing framework to identify factors having positive, negative, or mixed impact on delivery of best-practices cessation services (ie, 5As) and patient cessation success. RESULTS: Patients identified cancer diagnosis as a wake-up call, existing health problems, persistent healthcare providers, cost of cigarettes, and societal disapproval of smoking as factors facilitating quitting. Futility of quitting after a cancer diagnosis, cost and logistics of program participation, clinician time constraints, and lifetime addiction made quitting harder. Family, friends, stigma and motivation, and pharmacotherapies played mixed roles. Patients felt survivor-focused cessation programs, including stress management, could better enable quitting. Provider-anticipated problems with implementing cessation counseling included so-called "therapeutic nihilism" (ie, pessimism regarding cessation post-diagnosis), lack of training and standardized approaches, and time and documentation burden. Clinicians saw both policies and peer clinician "champions" as potentially increasing prioritization of cessation within oncology. CONCLUSIONS: Findings highlight unmet needs for patients and providers regarding provision of effective cessation care. Despite survival benefit, cessation is still not standard within cancer care. Our results show that many patients would benefit from standardized programs where they are routinely asked about cessation. Providers would benefit from both structural enhancements and professional education to ensure that evidence-based cessation services tailored to cancer patients, are offered throughout treatment and survivorship.


Asunto(s)
Neoplasias , Cese del Hábito de Fumar , Humanos , Cese del Hábito de Fumar/métodos , Cese del Hábito de Fumar/psicología , Fumar/psicología , Investigación Cualitativa , Pacientes , Consejo/métodos , Neoplasias/terapia
2.
Sci Rep ; 13(1): 13138, 2023 Aug 12.
Artículo en Inglés | MEDLINE | ID: mdl-37573410

RESUMEN

This study investigated the importance of applying explainable artificial intelligence (XAI) on different machine learning (ML) models developed to predict the strength characteristics of basalt-fiber reinforced concrete (BFRC). Even though ML is widely adopted in strength prediction in concrete, the black-box nature of predictions hinders the interpretation of results. Among several attempts to overcome this limitation by using explainable AI, researchers have employed only a single explanation method. In this study, we used three tree-based ML models (Decision tree, Gradient Boosting tree, and Light Gradient Boosting Machine) to predict the mechanical strength characteristics (compressive strength, flexural strength, and tensile strength) of basal fiber reinforced concrete (BFRC). For the first time, we employed two explanation methods (Shapley additive explanations (SHAP) and local interpretable model-agnostic explanations (LIME)) to provide explanations for all models. These explainable methods reveal the underlying decision-making criteria of complex machine learning models, improving the end user's trust. The comparison highlights that tree-based models obtained good accuracy in predicting strength characteristics yet, their explanations were different either by the magnitude of feature importance or the order of importance. This disagreement pushes towards complicated decision-making based on ML predictions which further stresses (1) extending XAI-based research in concrete strength predictions, and (2) involving domain experts to evaluate XAI results. The study concludes with the development of a "user-friendly computer application" which enables quick strength prediction of basalt fiber reinforced concrete (BFRC).

3.
Artículo en Inglés | MEDLINE | ID: mdl-35567702

RESUMEN

PURPOSE: Practical experience in maternal and child health (MCH) settings is critical for professional development and learning. In 2002, the Maternal and Child Health (MCH) Section of the American Public Health Association (APHA) formalized its inclusion of students in section activities through the establishment of the Student Fellows Program. The Program provides graduate-level students opportunities to learn about MCH and APHA, build professional networks, and develop leadership skills. DESCRIPTION: Since its inception, 18 cohorts of Fellows have benefited. This paper presents findings describing the Program from both written records about Fellow projects and activities recorded in past MCH Section communications as well as an online survey that was distributed to former and current Fellows to assess their perceptions and the benefits of the Student Fellows Program. ASSESSMENT: Eighteen cohorts of Fellows have engaged with Section committees and working groups in diverse ways, including MCH-related research, policy, advocacy, and education. An online survey distributed to 151 participants was answered by 79 to document their perceptions of the Student Fellows Program. Of them, 56 (71%) indicated that the Program was important for their career development, 44 (55%) reported being current members of the APHA MCH Section, and 21 (27%) reported serving in a leadership position in the Section. The Fellows highlighted that networking, mentorship and leadership development were key benefits of the Student Fellows Program. CONCLUSION: After several years of involving students in its programs, the APHA MCH Section established the Student Fellows Program in 2002. The Fellows Program has been important for developing the next generation of MCH leaders. The findings suggest that this Program supports long-term interest and commitment to the field of MCH and contributed to the formation of leadership skills and behaviors of Fellows.

4.
PLoS One ; 16(4): e0250171, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33857226

RESUMEN

Effective and rapid decision making during a pandemic requires data not only about infections, but also about human behavior. Mobile phone surveys (MPS) offer the opportunity to collect real-time data on behavior, exposure, knowledge, and perception, as well as care and treatment to inform decision making. The surveys aimed to collect coronavirus disease 2019 (COVID-19) related information in Ecuador and Sri Lanka using mobile phones. In Ecuador, a Knowledge, Attitudes and Practices (KAP) survey was conducted. In Sri Lanka, an evaluation of a novel medicine delivery system was conducted. Using the established mobile network operator channels and technical assistance provided through The Bloomberg Philanthropies Data for Health Initiative (D4H), Ministries of Health fielded a population-based COVID-19-specific MPS using Surveda, the open source data collection tool developed as part of the initiative. A total of 1,185 adults in Ecuador completed the MPS in 14 days. A total of 5,001 adults over the age of 35 in Sri Lanka completed the MPS in 44 days. Both samples were adjusted to the 2019 United Nations Population Estimates to produce population-based estimates by age and sex. The Ecuador COVID-19 MPS found that there was compliance with the mitigation strategies implemented in that country. Overall, 96.5% of Ecuadorians reported wearing a face mask or face covering when leaving home. Overall, 3.8% of Sri Lankans used the service to receive medicines from a government clinic. Among those who used the medicine delivery service in Sri Lanka, 95.8% of those who used a private pharmacy received their medications within one week, and 69.9% of those using a government clinic reported the same. These studies demonstrate that MPS can be conducted quickly and gather essential data. MPS can help monitor the impact of interventions and programs, and rapidly identify what works in mitigating the impact of COVID-19.


Asunto(s)
COVID-19/epidemiología , Conocimientos, Actitudes y Práctica en Salud , Adolescente , Adulto , Teléfono Celular , Ecuador/epidemiología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Pandemias , SARS-CoV-2/aislamiento & purificación , Sri Lanka/epidemiología , Encuestas y Cuestionarios , Adulto Joven
5.
PLoS One ; 16(4): e0249787, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33831095

RESUMEN

End TB strategy by the WHO suggest active screening of high-risk populations for tuberculosis (TB) to improve case detection. Present study generates evidence for the effectiveness of screening patients with diabetes mellitus (DM) for Pulmonary TB (PTB). A study was conducted among 4548 systematically recruited patients over 45 years attending DM clinic at the National Hospital of Sri Lanka. The study units followed an algorithm specifying TB symptom and risk factor screening for all, followed by investigations and clinical assessments for those indicated. Bacteriologically confirmed or clinically diagnosed PTB were presented as proportions with 95% CI. Mean (SD) age was 62·5 (29·1) years. Among patients who completed all indicated steps of algorithm, 3500 (76·9%) were investigated and 127 (2·8%) underwent clinical assessment. Proportion of bacteriologically confirmed PTB patients was 0·1% (n = 6,95%CI = 0·0-0·3%). None were detected clinically. Analysis revealed PTB detection rates among males aged ≥60 years with HbA1c ≥ 8 to be 0·4% (n = 2, 95%CI = 0·0-1·4%). The study concludes that active screening for PTB among all DM patients at clinic settings in Sri Lanka, to be non-effective measure to enhance TB case finding. However, the sub-category of diabetic males with uncontrolled diabetics who are over 60 years of age is recommended as an option to consider for active screening for PTB.


Asunto(s)
Diabetes Mellitus/diagnóstico , Tuberculosis Pulmonar/diagnóstico , Anciano , Estudios Transversales , Femenino , Humanos , Masculino , Tamizaje Masivo/métodos , Persona de Mediana Edad , Factores de Riesgo , Sri Lanka , Centros de Atención Terciaria
6.
Viruses ; 12(3)2020 03 11.
Artículo en Inglés | MEDLINE | ID: mdl-32168926

RESUMEN

Chronic hepatitis B infection (HBV) disproportionately affects African Immigrant (AI) communities in the U.S., with a reported infection rate of 15%. HBV screening rates within these communities are low. This study sought to better understand the socio-cultural determinants associated with low HBV screening among AI communities and identify potential strategies to help inform the development of effective HBV education and screening interventions. Seventeen in-depth interviews were conducted with community health experts working in AI communities throughout the U.S. Interviews explored the potential impact of culture, perception of health, awareness of HBV, religious practices, current screening practice, provider relationship, and behaviors towards general prevention. Interview data were analyzed using thematic analysis. Religious preferences and cultural norms affect health care access, perceptions towards prevention, awareness of HBV, and contribute to myths and stigma within this population. Participants reported a lack of HBV knowledge and awareness and barriers to health care access including, cost, language, racism, understanding of Western Medicine, and usage of traditional medicine. This study elucidates the role of religious and cultural beliefs as barriers to HBV screening and care. Results can contribute to public health efforts to increase awareness, screening and vaccination efforts within AI communities.


Asunto(s)
Población Negra , Emigrantes e Inmigrantes , Virus de la Hepatitis B , Hepatitis B/epidemiología , Hepatitis B/prevención & control , Femenino , Conocimientos, Actitudes y Práctica en Salud , Accesibilidad a los Servicios de Salud , Hepatitis B/diagnóstico , Hepatitis B/virología , Humanos , Masculino , Tamizaje Masivo , Vigilancia en Salud Pública , Factores de Riesgo , Estados Unidos/epidemiología
7.
Front Public Health ; 8: 619261, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33520923

RESUMEN

Excess dietary sodium contributes to the burden of chronic disease, including cardiovascular disease and stroke. Media-based health education campaigns are one strategy to raise awareness among populations at greater risk for stroke, including African Americans. During 2014-2015, the Philadelphia Department of Public Health conducted a health education campaign using radio, print news, and transit ads, to promote awareness of the link between dietary sodium, hypertension and stroke, and encourage reduced consumption of high sodium foods. Using a repeated cross-sectional design, street intercept surveys were conducted with ~400 Philadelphia residents representing the campaign's priority audience (African Americans ages 35-55) before and 6-13 weeks after the campaign, to evaluate both process (campaign exposure) and impact (recall of key health messages). Thirty percent of post-campaign respondents reported familiarity with one of the most engaging radio spots, and 17% provided accurate unaided recall of its key content, with greater recall among older respondents and frequent radio listeners. Forty-one percent of post-campaign respondents named stroke as a consequence of excess salt consumption, compared to only 17% of pre-campaign respondents, with greater awareness of the salt-stroke connection among those accurately recalling the radio spot from the campaign. Results suggest that priority populations for sodium reduction can be effectively reached through radio and transit campaigns. From a pragmatic perspective, street intercept surveys may offer one low resource strategy for evaluating public health education campaigns conducted by local health departments, especially among urban populations.


Asunto(s)
Medios de Comunicación de Masas , Accidente Cerebrovascular , Adulto , Estudios Transversales , Humanos , Persona de Mediana Edad , Philadelphia/epidemiología , Sodio , Accidente Cerebrovascular/epidemiología
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