An analysis of pedestrian preferences for wayfinding signage in urban settings: evidence from Nanning, China by Zhou, Jialu, Ujang, Norsidah

“…This study also highlights that the material, color, graphics, and text on signage are key physical attributes influencing the visual preferences of pedestrians. Demographic factors such as age, gender, and professional background also impact these preferences. …”
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Knowledge and practices with standard Precaution in preventing nosocomial Infections among final year degree Nursing and medical students at Universiti sains malaysia. by Ishak, Wan Noor Afiza Wan

“…Moreover, the researcher also wants to compare the association between selected socio-demographic data (type of enrollment of programme and gender) with knowledge and practices of standard precaution in preventing the nosocomial infections among final year nursing and medical students in USM. …”
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Knowledge of patient safety level among undergraduate nursing students at Universiti Sains Malaysia by Jaimit, Adven Tsen Jaimieh

“…The Pearson correlation coefficient test was employed to determine the association between socio-demographic characteristics and patient safety knowledge score. …”
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Time management skills and stress level among undergraduate nursing students at Universiti Sains Malaysia by Loon, Lee Shing

“…The survey instruments consisted of socio-demographic characteristics, 27 items on the Time Management Inventory and 22 items on the Student Nursing Stress Index. …”
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Knowledge and attitude towards childhood immunisation among parents in Lahad Datu, Sabah. by Amin, Lina Syafiqah

“…The survey instruments consisted of socio-demographic characteristics, 27 items on the Time Management Inventory and 22 items on the Student Nursing Stress Index. …”
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Knowledge and attitude towards contraception among undergraduate students school of Health Sciences, Universiti Sains Malaysia by lmran, Norzianah

“…A pre-tested questionnaire was used to assess participant demographic characteristics, knowledge levels and attitudes towards contraception. …”
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AI-powered COVID-19 forecasting: a comprehensive comparison of advanced deep learning methods by Tariq, Muhammad Usman, Ismail, Shuhaida

“…Methods: This study utilized a comprehensive dataset encompassing confirmed COVID-19 cases, demographic statistics, and socioeconomic indicators. …”
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AI-powered COVID-19 forecasting: a comprehensive comparison of advanced deep learning methods by Tariq, Muhammad Usman, Ismail, Shuhaida

“…Methods: This study utilized a comprehensive dataset encompassing confirmed COVID-19 cases, demographic statistics, and socioeconomic indicators. …”
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Employment of a high throughput functional assay to define the critical factors that influence vaccine induced cross-variant neutralizing antibodies for SARS-CoV-2 by Gu, Yue, Shunmuganathan, Bhuvaneshwari, Qian, Xinlei, Gupta, Rashi, Tan, Rebecca S. W., Kozma, Mary, Purushotorman, Kiren, Murali, Tanusya M., Tan, Nikki Y. J., Preiser, Peter Rainer, Lescar, Julien, Nasir, Haziq, Somani, Jyoti, Tambyah, Paul A., Smith, Kenneth G. C., Renia, Laurent, Ng, Lisa F. P., Lye, David C., Young, Barnaby E., MacAry, Paul A.

“…These data illustrate how key virological factors such as immune escape mutations combined with host demographic factors such as age and sex of the vaccinated individual influence the strength and duration of cross-protective serological immunity for COVID-19.…”
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User acceptance of 2D embryology animation: early embryogenesis made easy by Yin, Chin Hui, Jaysri, Faris Hazreen, Wan Mohamed Zuri, Wan Nur Syaziyah, Nasharuddin, Nurul Amelina, Mohd Nor, Nurul Huda, Sa'at, Azmah, Hod, Rafidah, Mohd Nazan, Ahmad Iqmer Nashriq, Mohamad Asri, Siti Fadziyah, Abas, Razif

“…However, disparities emerged among demographic groups, suggesting a need for tailored approaches to optimise digital learning experiences. …”
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The willingness and actual behaviour of teachers’ participation in university governance in China based on theory of planed behaviour by Wang, Wenjing, Hasmadi, Hassan

“…The study will include demographic information, attitudes, subjective norms, perceived behavioural control, willingness and actual participation in university governance. …”
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The Inspiration Design Toolkit: A Human-Centered Design Tool for a System Engineering Course by Lee, Sheng-Hung, Yang, Maria C, Carramolino, Beatriz, Rudnik, John

“…For future research, we want to understand how learners like and use IDT through demographic differences and preferred self-identified learning styles. …”
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Poor man’s 1000 genome project : recent human population expansion confounds the detection of disease alleles in 7,098 complete mitochondrial genomes by Kim, Hie Lim, Schuster, Stephan C.

“…In this dataset we identified 6,110 single nucleotide variants (SNVs) and their frequency and determined that the best-fit demographic model for the 7,098 genomes included severe population bottlenecks and exponential expansions of the non-African population. …”
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Age differences in leadership positions across cultures by Vaughan-Johnston, Thomas, Imtiaz, Faizan, Lee, Albert, Ji, Li-Jun

“…A by-product of these demographic shifts is that older adults will likely occupy more positions of power and influence in our societies than ever before. …”
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Automated risk prediction of post-stroke adverse mental outcomes using artificial intelligence and machine learning by Oei, Chien Wei

“…This study collected demographic and sociological data, quality of life scores, stroke-related information, medical and medication history, and comorbidities. …”
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Exploring lesbian identity: attraction and repulsion factors among the lesbian community in Selangor, Malaysia by Karim, Nursyahira, Marof, Aini Azeqa, Abdullah, Haslinda

“…This focused examination can serve as a crucial resource for social scientists, policymakers, and LGBTQ+ advocacy groups looking to understand the unique challenges and motivators within this specific demographic.…”
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Racial Steering by Large Language Models: A Prospective Audit of GPT-4 on Housing Recommendations by Liu, Eric, So, Wonyoung, Hosoi, Peko, D'Ignazio, Catherine

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Coping with waves and stress: a jobs-demands resources model analysis of seafarers' mental health post COVID-19 by Lim, Elaine Kai Ting

“…ANOVA test was conducted to access variances in how respondents perceived these factors based on specific demographic criteria. Multiple Regression Model analysis was performed to examine the associations between environment, job stressors, job strains, relationship with organization and supervisors and relationship with colleagues, job satisfaction, burnout, and turnover intention. …”
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Automated detection of cerebral microbleeds on MR images using knowledge distillation framework by Sundaresan, V, Arthofer, C, Zamboni, G, Murchison, AG, Dineen, RA, Rothwell, PM, Auer, DP, Wang, C, Miller, KL, Tendler, BC, Alfaro-Almagro, F, Sotiropoulos, SN, Sprigg, N, Griffanti, L, Jenkinson, M

“…We used four datasets consisting of different modalities specified above, acquired using various protocols and with a variety of pathological and demographic characteristics.</p> <p><b>Results:</b> On cross-validation within datasets, our method achieved a cluster-wise true positive rate (TPR) of over 90% with an average of <2 false positives per subject. …”

Clinical and neuroimaging markers of prodromal neurodegeneration in rapid eye movement sleep behaviour disorder by Barber, TR

“…Genetic, environmental and demographic factors differed between PD and RBD groups. …”