The promise of a model-based psychiatry: building computational models of mental ill health DOI Creative Commons
Tobias U. Hauser, Vasilisa Skvortsova, Munmun De Choudhury

et al.

The Lancet Digital Health, Journal Year: 2022, Volume and Issue: 4(11), P. e816 - e828

Published: Oct. 10, 2022

Summary

Computational models have great potential to revolutionise psychiatry research and clinical practice. These are now used across multiple subfields, including computational precision psychiatry. Their goals vary from understanding mechanisms underlying disorders deriving reliable classification personalised predictions. Rapid growth of new tools data sources (eg, digital data, gamification, social media) requires an the constraints advantages different modelling approaches in In this Series paper, we take a critical look at range that evaluate their disadvantages for purposes sources. We describe mechanism-driven mechanism-agnostic discuss how interpretability is crucial translation. Based on these evaluations, provide recommendations build clinically useful.

Language: Английский

A review on the progress and research directions of ocean engineering DOI Creative Commons
Sasan Tavakoli, Danial Khojasteh, Milad Haghani

et al.

Ocean Engineering, Journal Year: 2023, Volume and Issue: 272, P. 113617 - 113617

Published: Feb. 16, 2023

This paper reviews research in ocean engineering over the last 50+ years with aim to (I) understand technological challenges and evolution field, (II) investigate whether studies meet present global demands, (III) explore new scientific/engineering tools that may suggest pragmatic solutions problems, (IV) identify management gaps, way forward. Six major divisions are identified, namely Ocean Hydrodynamics, Risk Assessment Safety, Climate Geophysics: Data Models, Control Automation Ocean, (V) Structural Engineering Manufacturing for (VI) Renewable Energy. As much as practically possible sub-divisions of field also identified. It is highlighted topics dealing renewable energy, control path tracking ships, well computational modelling wave-induced motions growing. Updating forecasting energy resources, developing methods wave generation, introducing novel optimised converters potential opportunities. Ongoing follow needs environmentally friendly energies, though engineering-based often tend overlook longer-term influence climate change. Development exploitation focus on continuum mechanics problems remain relevant. Notwithstanding this, machine learning attracting attention researchers. Analysis COVID-19 transmission onboard rarely conducted, 3D printing-based still need more from

Language: Английский

Citations

76

Exploring fear of COVID-19 and its correlates among older adults in Bangladesh DOI Creative Commons
Sabuj Kanti Mistry, ARM Mehrab Ali, Farhana Akther

et al.

Globalization and Health, Journal Year: 2021, Volume and Issue: 17(1)

Published: April 14, 2021

Abstract Objective This study was aimed to assess the perceived fear of COVID-19 and its associated factors among older adults in Bangladesh. Methods cross-sectional conducted October 2020 1032 Bangladeshi aged ≥60 years. A semi-structured questionnaire used collect information on participants’ characteristics related information. Perceived measured using seven-item Fear Scale (FCV-19S), where cumulative score ranged from 7 35. Multiple linear regression performed identify with COVID-19. Results The mean 19.4. Participants who were concerned about ( β : 2.75, 95% CI: 1.71 3.78) overwhelmed by 3.31, 2.33 4.29) significantly more likely be fearful Moreover, felt themselves isolated others whose close friends family members diagnosed fearful. However, participants received health workers had a lower level -1.90, − 3.06 0.73). Conclusions presence overwhelming Bangladesh underlines psychological needs these vulnerable groups. Health have key role addressing further research is needed effective strategies for them use.

Language: Английский

Citations

100

Longitudinal changes in physical activity during and after the first national lockdown due to the COVID-19 pandemic in England DOI Creative Commons
Feifei Bu, Jessica K. Bone, John J. Mitchell

et al.

Scientific Reports, Journal Year: 2021, Volume and Issue: 11(1)

Published: Sept. 2, 2021

Recent studies have shown reduced physical activity at early stages of the COVID-19 pandemic. However, there is a lack investigation on longitudinal changes in beyond lockdowns and stay-at-home orders. Moreover, it unclear if heterogeneity growth trajectories. This study aimed to explore patterns factors associated with them. Data were from UCL Social Study. The analytical sample consisted 35,915 adults England who followed up for 22 weeks 24th March 23rd August 2020. analysed using mixture models. Our analyses identified six classes trajectories, including three stable showing little change over time (62.4% total), two decreasing (28.6%), one class increasing (9%). A range found be membership such as age, gender, education, income, employment status, health. There substantial during proportion our showed persistent inactivity or activity. Given well-established link between health, increased likely both immediate long-term implications people's mental well general wellbeing. More efforts are needed promote pandemic beyond.

Language: Английский

Citations

97

Global Behaviors, Perceptions, and the Emergence of Social Norms at the Onset of the COVID-19 Pandemic DOI Open Access
Lukas Hensel, Marc Witte, Stefano Caria

et al.

Journal of Economic Behavior & Organization, Journal Year: 2021, Volume and Issue: 193, P. 473 - 496

Published: Nov. 19, 2021

Language: Английский

Citations

94

Heterogeneous mental health development during the COVID-19 pandemic in the United Kingdom DOI Creative Commons
Lea Ellwardt, Patrick Präg

Scientific Reports, Journal Year: 2021, Volume and Issue: 11(1)

Published: Aug. 5, 2021

The COVID-19 pandemic and the mitigation measures by governments have upended economic social lives of many, leading to widespread psychological distress. We explore heterogeneity in trajectories distress during United Kingdom relate this socio-demographic health factors. analyze nine waves longitudinal, nationally representative survey data from UK Household Longitudinal Study ([Formula: see text]), covering period early 2020 mid-2021. First, latent class mixture modelling is used identify Second, associations with covariates are tested multinomial logistic regressions. find four different distress: continuously low, temporarily elevated, repeatedly elevated Nearly two fifths population experienced severely risks pandemic. Long-term was highest among younger people, women, people living without a partner, those who had no work or lost income, previous conditions symptoms. Given threat persistent stress on health, policy should be sensitized unintended yet far-reaching consequences non-pharmaceutical interventions.

Language: Английский

Citations

75

Global Behaviors, Perceptions, and the Emergence of Social Norms at the Onset of the COVID-19 Pandemic DOI Open Access

Lukas Hensel,

Marc Witte, Stefano Caria

et al.

Published: April 16, 2020

We conducted a large-scale survey covering 58 countries and over 100,000 respondents between late March early April 2020 to study beliefs attitudes towards citizens' governments' responses at the onset of COVID-19 pandemic. Most reported holding normative in support containment measures, as well high rates adherence these measures. They also believed that their government country's citizens were not doing enough underestimated degree which others country supported strong behavioral policy Normative strongly associated with adherence, about others' government's response. Lockdowns greater optimism response, improvements measures perceived mental well-being; effects tended be larger for those stronger beliefs. Our findings highlight how social norms can arise quickly effectively cooperation global scale.

Language: Английский

Citations

73

Factors Affecting Breastfeeding Practices under Lockdown during the COVID-19 Pandemic in Thailand: A Cross-Sectional Survey DOI Open Access
Chanodom Piankusol, Wachiranun Sirikul, Krongporn Ongprasert

et al.

International Journal of Environmental Research and Public Health, Journal Year: 2021, Volume and Issue: 18(16), P. 8729 - 8729

Published: Aug. 18, 2021

A COVID-19 lockdown and restrictive order has had a large impact on the lives of people. This cross-sectional study was conducted to identify factors affecting breastfeeding among mothers living in Thailand during lockdown. Data were collected from 903 with infants ages 0–12 months 17 July 2020 October after first nationwide period by an online platform interview questionnaire survey. Multivariable logistic regression analysis used investigate association between effect practices potential confounder adjustment including maternal age, ethnicity, newborn age <6 months, family income below $16,130 per annum, education undergraduate level, working status. Mothers changed this (n = 39, 4.32%) having exclusive combined formula milk 22, 2.44%), reduced frequency when compared before pandemic 13, 1.44%). The associated changing “contact healthcare services” (aOR 0.46, 95% CI 0.22 0.96, p 0.04), “infant feeding support health personnel” 0.39, 0.16 1.94, 0.035), “lack help your baby lockdown” 7.04, 1.92 25.84, 0.003). In conclusion, showed slight decrease sampled Thailand. long-term national surveillance system for maintenance should be established. Health care service interventions additional information are needed families pandemics.

Language: Английский

Citations

70

Covid-19 and outdoor recreation management: Increased participation, connection to nature, and a look to climate adaptation DOI Creative Commons
Thomas Beery,

Matilda Rask Olsson,

Moa Vitestam

et al.

Journal of Outdoor Recreation and Tourism, Journal Year: 2021, Volume and Issue: 36, P. 100457 - 100457

Published: Nov. 4, 2021

Outdoor recreation management perspectives were investigated based on the general perception of increased public outdoor participation during Covid-19 pandemic and supported by survey research at local, regional, national levels in Sweden. There is an interest how professionals perceived whether could identify specific implications from Covid-19/outdoor experience. Climate adaptation literature supports idea that current global challenge coupled with projections for ongoing requires a pro-active approach; this turn to climate potential consideration or guidance characteristics shares change. recreational professionals' review recent subsequent semi-structured interviews group conducted obtain detailed perceptions outcomes. Results show confirm rapid significant increase participation. Further, identified critical trends new inexperienced participants. A positive proactive list emerged as themes interviews. synthesis support goals results indicate opportunity address concerns diminishing nature experience connectedness nature. The outcome further strengthens comparison strategy given relationship between pro-environmental behavior.

Language: Английский

Citations

70

Circadian disturbances, sleep difficulties and the COVID-19 pandemic DOI Open Access
Mohammad Ali Salehinejad, Anita Azarkolah, Elham Ghanavati

et al.

Sleep Medicine, Journal Year: 2021, Volume and Issue: 91, P. 246 - 252

Published: July 14, 2021

Language: Английский

Citations

68

Lifestyle and eating habits before and during COVID-19 quarantine in Brazil DOI Creative Commons
Tamires Cássia de Melo Souza, Lívya Alves Oliveira, Marina Martins Daniel

et al.

Public Health Nutrition, Journal Year: 2021, Volume and Issue: 25(1), P. 65 - 75

Published: June 10, 2021

Abstract Objective: To assess changes in daily habits, food choices and lifestyle of adult Brazilians before during the COVID-19 pandemic. Design: This observational study was carried out with Brazilian adults through an online questionnaire 5 months after social distance measures implementation. The McNemar, McNemar–Bowker Wilcoxon tests were used to investigate differences COVID pandemic period, adopting statistical significance P < 0·05. Setting: Brazil. Participants: Totally, 1368 volunteers aged 18+ years. Results: reported a lower frequency breakfast, morning lunch snacks ( 0·05) higher evening other meal categories period (P 0·05). results showed increase consumption bakery products, instant meals fast food, while vegetables fruits decreased 0·005). There significant alcoholic beverages 0·001), but reduction dose increased smoking = 0·007), sleep screen time hours decrease physical activity 0·001). Conclusions: It possible observe time, sleep, drinking frequency. On hand, there also practice activity. Eating habits changed, reducing performance daytime increasing nighttime meals. has increased, decreased.

Language: Английский

Citations

66