A review on fall detection systems in bathrooms: challenges and opportunities by Ramanujam, E., Perumal, Thinagaran, Shankar, K.

“…The percentage of the aged population might increase further to 16% by 2050. Due to socio-demographic changes and nuclear family setups, elder people live alone and encounter many issues at home, especially falls, while doing their daily activities. …”

Somatic symptom and psychological distress among oil and gas industry workers in the federal territory of Labuan by Pushpanathan, Kashviny

“…Lastly, there is a statistically significant association between socio-demographic marital status with psychological distress.…”
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Knowledge and practices of malaysian healthy plate (quarter quarter half program) among adult community in cybercity, Kepayan, Sabah by Nasir, Ahza Mohd

“…There was no significant association between socio- demographic data and level of practice of Malaysian Healthy Plate as well as level of QOL (p > 0.05). …”
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Fear of childbirth among pregnant mothers at Hospital USM, Kelantan by Yi, Ong Yi

“…The Childbirth Fear Questionnaire (CFQ) and socio-demographic data were used to collect data, and a p-value < 0.05 was considered statistically significant. …”
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Small-area population forecasting in a segregated city using density-functional fluctuation theory by Chen, Yuchao, Kinkhabwala, Yunus A., Barron, Boris, Hall, Matthew, Arias, Tomás A., Cohen, Itai

“…Our findings indicate that even without direct access to the underlying agent preferences, DFFT accurately predicts how broader demographic changes at the city scale percolate to small-area populations. …”
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Data for iTRAQ profiling of micro-vesicular plasma specimens : in search of potential prognostic circulatory biomarkers for Lacunar infarction by Datta, Arnab, Sze, Siu Kwan

“…To discover potential prognostic biomarkers of Lacunar infarction (LACI), here we present quantitative proteomics data of plasma microvesicle-enriched fraction derived by comparative isobaric profiling of three groups of prospectively followed-up LACI patients (LACI – no adverse outcome, LACI –recurrent vascular event and LACI – cognitive decline) and a demographically matched control group. We confidently (unused prot score >3, FDR=1.1%) identified 183 proteins, 43 out of which were significantly regulated (p-value<0.05) in at least one of the three LACI groups in comparison to control group. …”
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Exploring motivation for learning using Hertzbergs two factor theory by Ibrahim, Irma Wahyuny, Mohamad Ghazali, Izlin, Syed Abdullah, Sharifah Aflinda, Rahmat, Noor Hanim, Abdul Hamid, Mohd Hafriz, Azhari, Siti Hajar Aisyah

“…Section A has 4 items on demographic profile. Section B has 12 items on satisfiers and section C has 12 items on dissatisfiers. …”
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Chatgpt for english language learning in islamic studies by Nor Yazi, Khamis, Wan Zahidah, Wan Sulaiman

“…Future research should consider broadening the scope to include more institutions, investigating the moderating impacts of demographic factors, and integrating qualitative methodologies to obtain a more comprehensive understanding of the factors impacting technology acceptability in various academic environments.…”
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Predicting wealth score from remote sensing satellite images and household survey data using deep learning by Shekhar, Shashank, Singh, Pratibha, Mishra, Rashmi, Kumar, Sunil

“…Our approach demonstrates the prediction of cluster wealth score and establishes the relationship between wealth score obtained from Demographic and Health Survey (DHS) data and remote sensing satellite images of India by calculating Pearson’s correlation coefficient (r2). …”
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Alternative credit scoring for the un(der)banked by Elrakabawy, S

“…A comprehensive empirical comparative demographic analysis of Company X's loan applicant base highlights social aspects (such as gender inequality) and emphasizes a lack and / or low access to finance. …”

Online arts and culture for mental health in young people: a qualitative interview study by Syed Sheriff, R, Bergin, L, Bonsaver, L, Riga, E, O'Dell, B, Adams, H, Glogowska, M

“…<p><strong> Results </strong></p>Thirteen participants aged 18–24 who were socio-demographically diverse and varied in their use of online arts and culture (OAC) and in their level of psychological distress were interviewed. …”

Indirect effects of the COVID-19 pandemic: A cause-of-death analysis of life expectancy changes in 24 countries, 2015 to 2022 by Polizzi, A, Zhang, L, Timonin, S, Gupta, A, Dowd, JB, Leon, DA, Aburto, JM

“…Here, we examine the impact of the pandemic on COVID-19 and non-COVID-19 mortality in 24 countries: Australia, Austria, Brazil, Bulgaria, Canada, Chile, Croatia, Czechia, Denmark, England and Wales, Hungary, Japan, Latvia, Lithuania, The Netherlands, Northern Ireland, Poland, Russia, Scotland, South Korea, Spain, Sweden, Switzerland, and the United States. Using demographic decomposition methods, we compare age- and cause-specific contributions to changes in female and male life expectancy at birth in 2019–2020, 2020–2021, and 2021–2022 with those before the COVID-19 pandemic (2015–2019). …”

Evolution of an epidemic: understanding the opioid epidemic in the United States and the impact of the COVID-19 pandemic on opioid-related mortality by Laing, R, Donnelly, C

“…Using data from CDC WONDER, we consider opioid-related deaths grouped by Census Region spanning January 1999 to October 2022 inclusive, and later add on a demographic component with gender-stratification. Through the lens of key events in the opioid epidemic, we build an interrupted time series model to reveal statistically significant drivers of opioid-related mortality. …”

Professional experiences on use of the mental health act in ethnically diverse populations: a photovoice study by Bhui, K, Mooney, R, Joseph, D, McCabe, R, Newbigging, K, McCrone, P, Raghavan, R, Keating, F, Husein, N, The Co-Pact Team

“…They felt voiceless and powerless and unable to challenge stereotypes and poor practice, especially if they were from a similar demographic (ethnicity) as a patient. Interdisciplinary disagreements and mistrust led to more risk-aversive practices. …”

Global burden of Alzheimer’s disease and other dementias attributed to metabolic risks from 1990 to 2021: results from the global burden of disease study 2021 by Zhang, X, Guo, T, Zhang, Y, Jiao, M, Ji, L, Dong, Z, Li, H, Chen, S, Zheng, W, Jing, Q

“…The burden of metabolism-related AD and other dementias was positively correlated with the Socio-Demographic Index (SDI), with higher ASMR and ASDR in high SDI regions but showing more pronounced increases in low and low-middle SDI regions. …”

Predictive factors for diabetes mellitus: insights from complete blood count analysis by Agnes Ayang Kenyang, Nurliyana Juhan, Yong Zulina Zubairi, Nornazirah Azizan, Ho, Chong Mun

“…To identify and evaluate the potential prognostic indicators for diabetes mellitus, this study involved a dataset consisting of 500 entries, comprising demographic information and selected blood cells from the Complete Blood Count (CBC) test results obtained from the Clinical Laboratory Faculty of Medicine & Health Sciences, Universiti Malaysia Sabah. …”
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Knowledge, awareness and perception of human papillomavirus testing among staff in a public university in Malaysia by Yun-Vern, Amanda C, Mazlan, Nor Fadlina, Nizaruddin, Muhammad Haziq, Dasrilsyah, Rima

“…Data on knowledge, awareness, and perception of HPV testing, alongside with socio-demographic factors were collected using online questionnaires. …”
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Effect of transactional analysis intervention on parent-adolescent conflict and emotional regulation among adolescents in Bangladesh by Tanni, Khandaker Tasmina, Zainudin, Zaida Nor, Hassan, Siti Aishah, Yusop, Yusni Mohammad, Asri, Alia Sarah

“…The descriptive analysis described the participants’ demographic profile, including age, gender, education grade, and parental marital status. …”
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Barriers and preferences to antenatal exercise among pregnant women in Kuala Selangor by Md Yunus, Nur Farhana, Abdul Manaf, Rosliza, Shahar, Hayati Kadir, Ismail, Suriani, Jathin, Romizan

“…A self-administered questionnaire was used that included socio-demographic information, barriers, and preferences to practice ANE. …”
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Outdoor education program: assessing student performance, mental health, and teacher well-being by Wei, Shasha, Yang, Xiaoming, Ismail, Mohd H. B., Farizan, Noor H., Samsudin, Shamsulariffin

“…The study looked into how instructors' well-being affected students' well-being and achievement in order to achieve this goal. The demographic group that is focused on consists of teachers, learners from intermediate school, supplementary, and college grades, as well as pertinent student data from various Chinese schools and institutions. …”
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