Associations between maternal personality dysfunction and emotion suppression and adolescent emotion suppression by Jennifer J. Phillips, Cynthia L. Smith, Martha Ann Bell

“…Methods Adolescents and their mothers (n = 123) both self-reported data on their own emotion regulation, and mothers also self-reported data on their own personality dysfunction. …”
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Addressing reporting heterogeneity in visual analogue scales: a double-index model approach using anchoring vignettes by Zhiyong Huang, Fabrice Kämpfen

“…Abstract In this study, we propose several methods to account for reporting heterogeneity in self-reported data coming from Visual Analogue Scales (VAS) using corresponding VAS-based anchoring vignettes. …”
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Self-Reported Sexual Aggression among Youths: Exploring the Possible Subtypes by Nicholas Hasan Buker, Achraf Cohen

“…This study aims to contribute to the growing body of research geared toward identifying these subgroups. Using self-reported data collected from US middle and high school students, this study employs a latent class analysis (LCA) to identify the subgroups of sexually aggressive youths using a data-driven strategy. …”
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How to design an art-science program? Self-reported benefits for artists and scientists in the VI4 artist-in-residence program. by Skylar Cuevas, Qi Kathy Liu, Helen Qian, Max E Joffe, Karisa Calvitti, Megan Schladt, Eric P Skaar, Kendra H Oliver

“…We have recruited over 80 artists and 50 scientists to collaborate in creating visual science communication content. Using self-reported data from both groups, we performed qualitative and quantitative analyses to define sources for negative and positive experiences for artists and scientists. …”
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Sleep patterns, sociodemographic correlates, and their association with economic preferences among Indian smallholder farmers by Hao Luo, Selina Bruns, Oliver Musshoff, Daniel Hermann

“…These findings contribute to a broader understanding of sleep and its correlations with economic preferences in rural contexts, with field sleep data providing a more accurate reflection of natural sleep patterns compared to laboratory or self-reported data alone.…”
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Accelerometer-derived physical activity and mortality in individuals with type 2 diabetes by Zhi Cao, Jiahao Min, Han Chen, Yabing Hou, Hongxi Yang, Keyi Si, Chenjie Xu

“…Abstract Physical activity (PA) has been shown to reduce diabetes mortality, but largely based on imprecise self-reported data, which may hinder the development of related recommendations. …”
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Intrinsic vs. Extrinsic Motivation in Onboarding: A Comparative Analysis in the Macedonian Pharmaceutical Industry by Tane MURGOSKI

“…Additionally, the reliance on self-reported data may introduce bias due to subjective perceptions of motivation. …”
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Identification of undetected SARS-CoV-2 infections by clustering of Nucleocapsid antibody trajectories by Leslie R. Zwerwer, Tim E. A. Peto, Koen B. Pouwels, Ann Sarah Walker, the COVID-19 Infection Survey team

“…Comparing swab-positivity data sources showed that routine monthly swabs were insufficient to detect infections and incorporating national testing programme/self-reported data substantially increased detection. Overall, whilst N-antibody serosurveillance can identify infections undetected by swab-positivity, optimal use requires fourfold-increase-based or trajectory-based analysis.…”
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Unpacking the influence of parental and peer support on youth financial literacy and saving behavior in Indonesia by Ivan Gumilar Sambas Putra

“…Research limitations/implications – The study’s reliance on self-reported data and a purposive sample of applied college students may limit the generalizability of the results. …”
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Modular, focused data science education improves biomedical learners' abilities: A study of the Data and Analytics for Research Training (DART) program. by Rose Hartman, Karen Joy Payton, Rose Franzen, Meredith Lee, Elizabeth Drellich, Ali Shokoufandeh, Jeffrey Pennington

“…For both waves, we pre-registered hypotheses that learners' self-reported data science ability and level of agreement with important tenets of open science would increase over the course of the program. …”
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Associations of indoor musty odors with depression and anxiety symptoms in Chinese older adults: a nationwide study by Xue Wang, Zhihua Yin, Qian Gao, Yunfeng Song, Hanchen Xu, Shuang Zang

“…Methods The current study utilized data from the Chinese Longitudinal Healthy Longevity Survey (CLHLS). We employed self-reported data to ascertain indoor musty odors. Depression symptoms were evaluated utilizing the Center for Epidemiologic Studies Depression Scale-10 (CES-D-10), and anxiety symptoms were measured using the Generalized Anxiety Disorder Scale-7 (GAD-7). …”
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Relationship between oxidative balance score and risk of sleep-related problems by Piao Chen, Jin Wang, Ling Liu, Xiaoling Liu

“…Sleep-related problems were assessed based on self-reported data, including sleep duration, sleep-onset latency, obstructive sleep apnea (OSA), sleep problems and day sleepiness. …”
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Exploring gender differences in multidimensional social-emotional competence from developmental and cross-cultural perspectives by Juyeon Lee, Chenxiao Wang, Ingrid D. Lui

“…The current study first examined measurement invariance of an international SEC assessment, the OECD Survey of Social and Emotional Skills, then compared patterns of gender differences in multidimensional SEC across age cohorts and cultural regions. Using self-reported data collected from China, South Korea, Canada, and the United States (N = 25,454), our analysis identified 48 items measuring six domains of SEC that were invariant across gender, age cohorts, and cultural regions. …”
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Preconceived ideas in hair care by Jihane Belcadi, MD, Sara Oulad Ali, MD, Zhor Zeghari, MD, Karima Senouci, MD, Mariame Meziane, MD

“…The study relied on self-reported data, which may be biased. The sample may not represent the general population, and cultural nuances might be underrepresented. …”
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Enchancing Point of Sale Materials for Consumer Engagement: A Neuromarketing Approach by Polona Dakič, Armand Faganel

“…Originality – This research study stands out by integrating EEG to objectively measure unconscious shopper responses, as opposed to traditional self-reported data. It identifies specific advertisement elements that effectively increase consumer engagement, offering valuable insights into the ways in which to optimize advertising strategies to boost shopper engagement and purchasing intent.…”
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An examination of the relationship between flexible work arrangements, work-family conflict, organizational commitment, and job performance by Ongaki Jacob

“…Despite the rigorous study, limitations are inevitable particularly for self-reported data and non-experimental study. The difficulty to determine the participants’ honesty unintentional misrepresentations reflected in the validity of the study (Hunter, 2012; Matsui et al., 2005). …”
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Effectiveness of spiritual health-based interventions in improving health indicators of patients in Iran: a systematic review and meta-analysis by Saber Azami-Aghdash, Mohsen Nouri, Fatemeh Rahimi, Sahar Amuzadeh-Araei, Kasim Sakran Abass, Hamidreza Aghababaeian, Saeid Yaghoubi Koupaei, Shahin Karami, Mehdi Rostampour

“…Future research should leverage advanced tools, particularly artificial intelligence, to assess outcomes objectively, reducing reliance on self-reported data. Studies should also adhere to internationally recognized guidelines to minimize bias and employ larger sample sizes to improve the robustness and generalizability of findings.…”
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Data quality in centenarian research: The proxy-centenarian relationship and item nonresponse in the SWISS100 study. by Daniele Zaccaria, Justine Falciola, Barbara Masotti, Armin von Gunten, François Herrmann, Daniela S Jopp, Stefano Cavalli

“…Given potential health and cognitive impairments and the difficulty of retrieving accurate self-reported data, involving individuals knowledgeable of the target person as proxy respondents are an invaluable solution. …”
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The Induction and Detection Method of Angry Driving: Evidences from EEG and Physiological Signals by Lixin Yan, Ping Wan, Lingqiao Qin, Dunyao Zhu

“…The typical scenes and self-reported data were recorded to distinguish normal driving from angry driving. …”
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Impact of Job Stress, Psychological Well-Being, and Employee Training on Job Performance by Thida Cho Lwin, Harif Amali Rivai, Harif Amali Rivai

“…Limitations – The study's reliance on self-reported data introduces potential biases, such as social desirability bias. …”
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