Nationwide spatial epidemiological dataset of over 100,000 influenza-like illness notifications in Iran by county (2015–2019) by Sedghian, A, MohammadEbrahimi, S, Sartorius, B, Kiani, B

“…The database includes two data files, a help file, and a data usage agreement: Data File 1 is an Excel (.xlsx) file detailing demographic and clinical information from 109,919 ILI notifications nationwide, covering county and date of notification, patient demographics, admission details, sample types, differential diagnosis, medical history, mortality details, test results, and symptoms. …”

Enhancing motivation and addressing challenges in ESL writing using google docs: Insights from Malaysian tertiary students by Zuraina, Ali, Sharifatun Naim, Shahidan

“…An online questionnaire, divided into five sections, gathered data on demographics, familiarity with Google Docs, and both motivational benefits and challenges experienced by students. …”
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Arabization, the victimizer: a constructivist analysis of the role of Arabization in harming social security and social cohesion in Singapore by Shukul, Raaj Kumar

“…Given that religion often shapes the values, norms and worldviews of individuals, being able to identify and even counter such nefarious attempts of agitating the Malay-Muslim community against the Other will (1) empower them to know the nuances between politics and religion without acting on illegitimate agendas being advocated for by such non-state actors; (2) Allow for the contextualized and accurate interpretations of religious tenets amongst various demographics within the Malay-Muslim community in Singapore and lastly, (3) serve as a significant model of the appreciation and practice of Islam within the Nusantara region that allows for a strengthening of our social fabric, social security and social cohesion borne out of a sincere and informed appreciation of Islam.…”
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International web-based survey of patients with non-hydrocephalic symptomatic pineal cysts by Harding, J, Masina, R, Hill, A, Ansanipour, A, Steele, A, Kolias, A, Santarius, T

“…Data collected included demographics, cyst size, symptom frequency and severity, number of appointments with healthcare professionals, treatment options trialled, and whether patients underwent surgery. …”

Knowledge and practice of first aid management of epistaxis among parents of under-age children in Hospital USM. by Adnan, Adibah

“…Meanwhile, there is no association between selected demographic factors and total practice of first aid management of epistaxis. …”
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Long-term slip rate of the southern San Andreas Fault from 10Be-26Al surface exposure dating of an offset alluvial fan by Ryerson, Frederick J., Van der Woerd, Jérôme, Klinger, Yann, Sieh, Kerry, Tapponnier, Paul, Mériaux, Anne-Sophie

“…Field mapping complemented with topographic data, air photos and satellite images allows precise determination of piercing points across the fault zone that are used to measure an offset of 565 ± 80 m. …”
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The association between personal factors and hand musculoskeletal discomfort among computer office workers by Widia, Mirta, Lim, Shu Chin, Ezrin Hani, Sukadarin, Nazlin Hanie, Abdullah, Zayyinul Hayati, Zen

“…The personal factors and prevalence of hand musculoskeletal discomfort were identified by using a socio-demographics questionnaire and the Cornell Hand Discomfort Questionnaire (CHDQ). …”
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Fairness-Enhancing Deep Learning for Ride-Hailing Demand Prediction by Zheng, Yunhan, Wang, Qingyi, Zhuang, Dingyi, Wang, Shenhao, Zhao, Jinhua

“…We developed a socially-aware neural network (SA-Net) that integrates socio-demographics and ridership information for fair demand prediction, and introduced a bias-mitigation regularization to reduce the prediction error gap between black and non-black, and low-income and high-income communities. …”
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An investigation on consumers' preferences for parcel deliveries: applying consumer logistics in omni-channel shopping by Wang, Xueqin, Wong, Yiik Diew, Shi, Wenming, Yuen, Kum Fai

“…Additionally, socio-demographic factors and product value also influence consumers' preferences. …”
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Seafarers' mental health and wellbeing - pose covid and beyond by Lim, Priscilla Jia Qian

“…The ANOVA test was used to determine if there were any variations in respondents' perceptions of these elements based on their demographics. The association between technostress creators, technostress inhibitors, burnout, self-efficacy, social isolation and loneliness, and turnover intention was investigated using multiple regression model analysis. …”
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SEM model: cognitive function predicting activities of daily living and instrumental activities of daily living performance in older adults by Goh, Pei Swhen

“…Thus, it would be useful for future research to be conducted in other demographics to assess if the relationship between cognitive function and ADLs and IADLs would differ.…”
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In Children, N -Methyl-D-Aspartate Receptor Antibody Encephalitis Incidence Exceeds That of Japanese Encephalitis in Vietnam by Huong, NHT, Toan, ND, Thien, TB, Khanh, TH, Tuan, NM, Truc, TT, Nghia, NA, Thinh, LQ, Thoa, NTK, Nhan, LNT, Minh, NNQ, Turner, HC, Thwaites, CL, Hung, NT, Tan, LV, Irani, SR, Quy, DT

“…Factors including demographics, specific clinical features, cerebrospinal fluid and electroencephalogram findings, and length of hospital stay were significantly different between NMDAR antibody encephalitis and Japanese encephalitis. …”

Autoimmune encephalitis by Irani, SR

“…</p> <p><strong>LATEST DEVELOPMENTS: </strong>A clinically driven approach to identifying many autoimmune encephalitis syndromes is feasible, given the typically distinctive features associated with each antibody. Patient demographics alongside the presence and nature of seizures, cognitive impairment, psychiatric disturbances, movement disorders, and peripheral features provide a valuable set of clinical tools to guide the detection and interpretation of highly specific antibodies. …”

Risk factors for PTSD symptoms following PICU admission for childhood septic shock by Corbet Burcher, GJ, O’Dea, LA, Cooper, MK, Lancaster, R, McCutcheon, RA, Garralda, ME, Nadel, S

“…The study was a retrospective analysis of PICU-specific PTS symptoms reported by parents at any time since discharge via the Trauma and Behavior Health screen. Demographics, pre-morbid health characteristics, and exposure to other traumatic events were assessed. …”

Patient-physician agreement on function and pain is associated with long-term outcomes in sarcoma: findings from a longitudinal study by Košir, U, van de Wal, D, Husson, O, Zablith, N, Turcotte, RE

“…Method: We performed secondary analysis of longitudinal data from a sarcoma-specialty clinic in Montreal, Canada. Demographics, clinical characteristics and patient-physician agreement were summarized descriptively. …”

Application of soft skills among prospective TVET teachers to face the industrial revolution 4.0 by Mohd. Fadel, Nur Syazhirah, Mohd. Ishar, Mohamad Izzuan, Jabor, Mohd. Khata, Mohd. Ahyan, Nurul Aini, Janius, Naldo

“…A set of questionnaires containing 62 items including demographics of respondents using 5 Likert scales was constructed using the Google Form application and distributed to a total of 175 respondents. …”
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Exploratory Study on Customer Requirement in View of Electric Vehicle Development in Malaysia: Electric Vehicles in Malaysia (S/O: 12726) by Ibrahim, Jafni Azhan, Yusoff, Rushami Zien, Osman, Nor Hasni, Mohammed Udin, Zulkifli, Shariff, Kamal Imran, Ahmad, Azhar

“…The questionnaire was developed with three (3) main divisions, namely (1) the demographics of respondents, (2) knowledge of the vehicle in general, and (3) awareness of electric vehicles. …”
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Kinematics of Active Deformation Across the Western Kunlun Mountain Range (Xinjiang, China) and Potential Seismic Hazards Within the Southern Tarim Basin by Guilbaud, Christelle, Simoes, Martine, Barrier, Laurie, Laborde, Amandine, Van der Woerd, Jérôme, Li, Haibing, Tapponnier, Paul, Coudroy, Thomas, Murray, Andrew

“…To quantify the rate of active deformation and the potential for major earthquakes in this region, we combine a structural and quantitative morphological analysis of the Yecheng–Pishan fold, along the topographic mountain front in the epicentral area. Using a seismic profile, we derive a structural cross section in which we identify the fault that broke during the Pishan earthquake, an 8–12 km deep blind ramp beneath the Yecheng–Pishan fold. …”
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Complexities of the San Andreas fault near San Gorgonio Pass : implications for large earthquakes by Yule, Doug, Sieh, Kerry

“…(U/Th)/He thermochronometry supports our interpretation that this south-under-north thickening of the crust has created the region's 3 km of topographic relief. We conclude that future large earthquakes generated along the San Andreas fault in this region will have a multiplicity of mostly specifiable sources having dimensions of 1–20 km. …”
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Framework of key success criteria for high performance and sustainable ports - port management perspective by Lee, Nicole Jia Ying

“…Next, larger survey groups should be targeted and comparisons discerning the different demographic groups should be carried out.…”
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