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Keywords = knowledge–attitudes–behaviors (KAB) model

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20 pages, 500 KB  
Article
Human Gaps in the Data Economy: Knowledge, Attitudes, and Behaviors Toward Online Tracking and Data Ownership
by Lujain Abuhaimed and Mohammed Almukaynizi
Electronics 2026, 15(16), 3681; https://doi.org/10.3390/electronics15163681 - 18 Aug 2026
Viewed by 270
Abstract
This exploratory survey of 79 university-affiliated adults in Saudi Arabia investigates whether awareness of online tracking is associated with privacy-protective behavior, using the Knowledge–Attitude–Behavior (KAB) model as an organizing lens. We focus on browser fingerprinting, a complex and largely invisible tracking method for [...] Read more.
This exploratory survey of 79 university-affiliated adults in Saudi Arabia investigates whether awareness of online tracking is associated with privacy-protective behavior, using the Knowledge–Attitude–Behavior (KAB) model as an organizing lens. We focus on browser fingerprinting, a complex and largely invisible tracking method for which the KAB sequence has not been examined. Descriptive and inferential analyses of the survey responses reveal three patterns. First, a fingerprinting-specific privacy paradox: 59.5% of participants expressed high concern about fingerprinting yet reported no anti-fingerprinting extension use, even though most of them did use other privacy measures such as incognito mode or cookie deletion. Second, 88.6% reported using at least one privacy measure that does not address fingerprinting (e.g., incognito mode, Do Not Track), pointing to a gap between the measures adopted and those that provide effective protection. Third, no statistically significant association between fingerprinting knowledge and concern was detected in this sample (r = 0.11, p = 0.36, 95% CI [−0.12, +0.32]), a result consistent with either no association or a small effect that the sample could not detect. These findings can inform privacy education by highlighting the need for targeted guidance that goes beyond general awareness. They also raise the question of whether formal data rights translate into practical control over advanced tracking—a proposition that larger, more representative studies should test directly. Full article
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19 pages, 863 KB  
Protocol
Knowledge, Attitudes, and Behaviors of Critical Care Nurses Regarding Environmentally Sustainable Clinical Practice: A Longitudinal Study Protocol and Framework
by Luciano Midolo, Davide Bartoli, Francesco Petrosino, Mariachiara Figura, Marco Di Muzio, Ercole Vellone, Rosaria Alvaro, Francesca Trotta and Gianluca Pucciarelli
Sustainability 2026, 18(3), 1346; https://doi.org/10.3390/su18031346 - 29 Jan 2026
Cited by 2 | Viewed by 1068
Abstract
Intensive care units (ICUs) are among the most resource-intensive healthcare settings and represent a strategic priority for environmental sustainability policies. While technological solutions are increasingly promoted, sustainable practice in ICUs also depends on nurses’ knowledge, attitudes, and behaviors, which remain insufficiently studied using [...] Read more.
Intensive care units (ICUs) are among the most resource-intensive healthcare settings and represent a strategic priority for environmental sustainability policies. While technological solutions are increasingly promoted, sustainable practice in ICUs also depends on nurses’ knowledge, attitudes, and behaviors, which remain insufficiently studied using validated, context-specific tools and longitudinal designs. This research protocol describes a multi-phase, theory-driven study aimed at developing and validating the Knowledge, Attitudes, and Behaviors Questionnaire on Environmental Sustainability in Intensive Care Units (KABQES-ICU) and at evaluating the longitudinal impact of a structured sustainability training program. Phase 1 focuses on instrument development and psychometric validation, grounded in a conceptual framework integrating individual, psychological, and organizational determinants and informed by qualitative evidence from ICU nurses. Phase 2 consists of a longitudinal intervention study assessing changes in sustainability-related competencies and their effects on nurse, patient, caregiver, organizational, and environmental outcomes. This protocol is designed to generate robust evidence to support the integration of sustainability into ICU quality improvement strategies and health policy frameworks without compromising patient safety. Full article
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19 pages, 1779 KB  
Article
Evaluating a Community-Based Citizen Science Project: Attitude as a Key Mediator of Behavior Intention Toward Biodiversity Conservation
by Chia-Hsuan Hsu, Jiefeng Kang, Liang-Yu Yeh, Lei Chai, Wei-Cheng Kao, Chang-Po Chen, Hwey-Lian Hsieh and Hsing-Juh Lin
Conservation 2025, 5(2), 17; https://doi.org/10.3390/conservation5020017 - 15 Apr 2025
Cited by 3 | Viewed by 4297
Abstract
Community-based citizen science plays a vital role in biodiversity conservation by engaging the public in scientific research while fostering environmental awareness. This study evaluates a citizen science project conducted in the Taoyuan Algal Reef (TAR) region of Taiwan, focusing on participants’ motivations, learning [...] Read more.
Community-based citizen science plays a vital role in biodiversity conservation by engaging the public in scientific research while fostering environmental awareness. This study evaluates a citizen science project conducted in the Taoyuan Algal Reef (TAR) region of Taiwan, focusing on participants’ motivations, learning outcomes, and their relationship with behavioral intentions toward biodiversity conservation. Despite a small sample size, our findings provide valuable insights into the effectiveness of such initiatives. Learning and self-achievement emerged as the primary motivators for participation, with social interaction playing a secondary role. Using the structural equation model (SEM), we confirmed that attitude serves as a critical mediator between knowledge, sense of place, and behavioral intention. This supports the Knowledge-Attitude-Behavior (KAB) model, emphasizing that knowledge acquisition fosters attitudinal shifts that ultimately drive conservation behavior. Moreover, place-based learning was identified as a key component in strengthening participants’ sense of place and ecological awareness. Our findings suggest that aligning citizen science initiatives with participants’ motivations enhances engagement and long-term conservation efforts. Additionally, ongoing community monitoring not only contributes to scientific data collection but also empowers local communities in environmental decision-making. This study highlights the broader educational, social, and ecological benefits of community-based citizen science and underscores the need for systematic evaluations to optimize its impact. Full article
(This article belongs to the Special Issue Social Sciences in Marine Ecology Conservation)
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26 pages, 2940 KB  
Article
Factors Influencing Purchase Intention toward Recycled Apparel: Evidence from China
by Xiaofang Jin, Azizah Omar and Kai Fu
Sustainability 2024, 16(9), 3633; https://doi.org/10.3390/su16093633 - 26 Apr 2024
Cited by 23 | Viewed by 9680
Abstract
This study aimed to develop a conceptual framework that integrates both consumer-specific and product-specific factors, with a particular focus on consumer value perceptions regarding recycled apparel and their impact on consumer attitudes and purchase intention. The framework combines the Perceived Consumer Value (PCV) [...] Read more.
This study aimed to develop a conceptual framework that integrates both consumer-specific and product-specific factors, with a particular focus on consumer value perceptions regarding recycled apparel and their impact on consumer attitudes and purchase intention. The framework combines the Perceived Consumer Value (PCV) with the Knowledge–Attitude–Behavior (KAB) model. To validate the proposed conceptual framework, an online survey was conducted with a purposive sample of 716 participants in China. Using structural equation modeling, the hypotheses of the conceptual model were tested. This study identified four dimensions of perceived value and environmental knowledge as significant factors that positively influenced customers’ attitudes toward purchasing recycled apparel. Notably, it was found that perceived quality value had a more pronounced effect on purchase intention than other factors. Interestingly, product knowledge did not demonstrate a significant impact on attitudes. By exploring this under-researched topic, this study provides new insights into consumer behavior in the context of sustainable fashion in a non-Western context. Full article
(This article belongs to the Special Issue Social Marketing Approaches for Sustainable Development Goal)
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14 pages, 1750 KB  
Article
Assessing Regional Weather’s Impact on Spinal Cord Injury Survivors, Caregivers, and General Public in Miami, Florida
by Danielle Hildegard Bass, Pardis Ghamasaee, Gregory E. Bigford, Mandeville Wakefield, Lunthita M. Duthely and Daniel Samano
Int. J. Environ. Res. Public Health 2024, 21(4), 382; https://doi.org/10.3390/ijerph21040382 - 22 Mar 2024
Cited by 3 | Viewed by 3260
Abstract
(1) Background: Climate change is increasing the already frequent diverse extreme weather events (EWE) across geographic locations, directly and indirectly impacting human health. However, current ongoing research fails to address the magnitude of these indirect impacts, including healthcare access. Vulnerable populations such as [...] Read more.
(1) Background: Climate change is increasing the already frequent diverse extreme weather events (EWE) across geographic locations, directly and indirectly impacting human health. However, current ongoing research fails to address the magnitude of these indirect impacts, including healthcare access. Vulnerable populations such as persons with spinal cord injury (pSCI) face added physiologic burden such as thermoregulation or mobility challenges like closure of public transportation. Our exploratory research assessed commute and transport to healthcare facilities as well as the knowledge, attitudes and behaviors (KAB) of pSCI regarding EWE and climate change when compared to pSCI caregivers (CG) and the general public (GP). (2) Methods: A KAB survey was employed to conduct a cross-sectional assessment of pSCI, CG, and GP in Miami from October through November 2019 using snowball sampling. Descriptive and logistic regression statistical analyses were used. (3) Results: Of 65 eligible survey respondents, 27 (41.5%) were pSCI, 11 (17%) CG, and 27 (41.5%) GP. Overall, pSCI reported EWE, particularly flooding and heavy rain, affecting their daily activities including healthcare appointments, more frequently than CG or GP. The overall models for logistic regression looking at commute to and attendance of healthcare appointments were statistically significant. pSCI self-report being less vulnerable than others, and a large proportion of each group was not fully convinced climate change is happening. (4) Conclusions: This study provided insight to the KAB of 3 population subgroups in Miami, Florida. pSCI are significantly more vulnerable to the effects of regional weather events yet exhibit disproportionate self-perception of their vulnerability. Continued and more comprehensive research is needed to characterize the barriers that vulnerable populations face during weather events. Full article
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11 pages, 693 KB  
Article
Pertinence of Salt-Related Knowledge and Reported Behaviour on Salt Intake in Adults: A Cross-Sectional Study
by Georgios Marakis, Ana Marques Domingues, Anna Crispo, Emmanuella Magriplis, Eleni Vasara, Lamprini Kontopoulou, Christos Triantafyllou, Petros Skepastianos, Sousana K. Papadopoulou, Nikolaos E. Rodopaios, Maria Hassapidou, Antonis Zampelas, Francesco P. Cappuccio and João Breda
Nutrients 2023, 15(19), 4114; https://doi.org/10.3390/nu15194114 - 23 Sep 2023
Cited by 11 | Viewed by 4272
Abstract
The association between salt-related knowledge, attitude, behaviour (KAB) and actual salt consumption in Greek adults is uncertain. This study investigates the correlation between salt intake, gauged by 24-h urinary sodium excretion, with salt-related KAB. It further explores how socio-demographic factors influence these behaviors. [...] Read more.
The association between salt-related knowledge, attitude, behaviour (KAB) and actual salt consumption in Greek adults is uncertain. This study investigates the correlation between salt intake, gauged by 24-h urinary sodium excretion, with salt-related KAB. It further explores how socio-demographic factors influence these behaviors. Salt consumption was evaluated using a 24-h urinary sodium test, and compared to self-reported KAB data. Knowledge and behavior scores related to salt were computed. An overall cohort-adjusted model examined the relationship between daily salt consumption, knowledge and behavior scores, and certain covariates. Through the stratification by the cohort random effect, two models were established (Cohort I Adults; Cohort II Students) examining the same relationships of the overall cohort model. 463 Greek adults participated. The average salt intake was 9.54 g/day, nearly double the WHO recommendation. Significant differences in knowledge scores were noted based on sex, age, education, and BMI. A trend suggesting lower discretionary salt use with increased salt intake was observed (p = 0.06). However, comprehensive analysis revealed no direct correlation between salt intake and either knowledge (p = 0.562) or behavior scores (p = 0.210). The results emphasize the need for food product reforms by industry stakeholders and accelerated efforts towards reducing salt intake. Full article
(This article belongs to the Section Nutrition and Public Health)
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16 pages, 1178 KB  
Article
Evaluation of a Salt-Reduction Consumer Awareness Campaign Targeted at Parents Residing in the State of Victoria, Australia
by Carley A. Grimes, Kristy A. Bolton, Karen Lim, Durreajam Khokhar, Joseph Alvin Santos, Kathy Trieu, Claire Margerison, Jenny Reimers, Sian Armstrong, Bruce Bolam, Emalie Rosewarne, Elizabeth K. Dunford, Stephen Jan, Mark Woodward, Bruce Neal, Caryl Nowson and Jacqui Webster
Nutrients 2023, 15(4), 991; https://doi.org/10.3390/nu15040991 - 16 Feb 2023
Cited by 5 | Viewed by 3768
Abstract
From 2015 to 2020 a state-wide salt-reduction initiative was launched in Victoria, Australia, including an awareness campaign focused on parents with children <18 years of age. To evaluate the impact of the campaign on salt-related knowledge, attitudes and behaviors (KABs) we have assessed [...] Read more.
From 2015 to 2020 a state-wide salt-reduction initiative was launched in Victoria, Australia, including an awareness campaign focused on parents with children <18 years of age. To evaluate the impact of the campaign on salt-related knowledge, attitudes and behaviors (KABs) we have assessed trends in salt-related KAB pre- and post-delivery of the campaign in parents, as well as within the wider adult population. Cross-sectional surveys of adults aged 18–65 years were undertaken pre- (2015: n = 821 parents; n = 1527 general sample) and post-campaign (2019: n = 935 parents; n = 1747 general sample). KABs were assessed via an online survey. Data were analyzed with regression models and adjusted for covariates. Among parents, around one-quarter of salt-related KABs shifted in a positive direction, but changes were small: there was a 6% (95% CI 2, 11%) increase in the percentage who knew the main source of salt in the diet and reductions in the percentage who reported placing a salt shaker on the table (−8% (95%CI −12, −3)) and that their child added salt at the table (−5% (95% −9, −0.2)). Among the wider adult sample, even fewer shifts in KAB were observed, with some behaviors worsening at follow-up. These findings indicate that this consumer awareness campaign had minimum impact. Full article
(This article belongs to the Section Nutrition and Public Health)
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13 pages, 609 KB  
Article
Knowledge, Attitude, and Behaviour with Regard to Medication Errors in Intravenous Therapy: A Cross-Cultural Pilot Study
by Noemi Giannetta, Meysam Rahmani Katigri, Tahere Talebi Azadboni, Rosario Caruso, Gloria Liquori, Sara Dionisi, Aurora De Leo, Emanuele Di Simone, Gennaro Rocco, Alessandro Stievano, Giovanni Battista Orsi, Christian Napoli and Marco Di Muzio
Healthcare 2023, 11(3), 436; https://doi.org/10.3390/healthcare11030436 - 3 Feb 2023
Cited by 7 | Viewed by 5650
Abstract
Background: Literature on the prevention of medication errors is growing, highlighting that knowledge, attitude and behavior with regard to medication errors are strategic to planning of educational activities and evaluating their impact on professional practice. In this context, the present pilot study aims [...] Read more.
Background: Literature on the prevention of medication errors is growing, highlighting that knowledge, attitude and behavior with regard to medication errors are strategic to planning of educational activities and evaluating their impact on professional practice. In this context, the present pilot study aims to translate and validate nursing professionals’ knowledge, attitudes and behavior (KAB theory) concerning medication administration errors in ICU from English into Persian. Furthermore, two main objectives of the project were: performing a pilot study among Iranian nurses using the translated questionnaire and carrying out a cultural measurement of the KAB theory concerning medication administration errors in an ICU questionnaire across two groups of Italian and Iranian populations. Methods: A cross-cultural adaptation of an instrument, according to the Checklist for reporting of survey studies (CROSS), was performed. The convenience sample was made up of 529 Iranian and Italian registered nurses working in ICU. An exploratory factor analysis was performed and reliability was assessed. A multi-group confirmatory factor analysis was conducted to test the measurement invariance. Ethical approval was obtained. Results: There was an excellent internal consistency for the 19-item scale. Results regarding factorial invariance showed that the nursing population from Italy and Iran used the same cognitive framework to conceptualize the prevention of medication errors. Conclusions: Findings from this preliminary translation and cross-cultural validation confirm that the questionnaire is a reliable and valid instrument within Persian healthcare settings. Moreover, these findings suggest that Italian and Persian nurses used an identical cognitive framework or mental model when thinking about medication errors prevention. The paper not only provides, for the first time, a validated instrument to evaluate the KAB theory in Iran, but it should promote other researchers in extending this kind of research, supporting those countries where attention to medical error is still increasing. Full article
(This article belongs to the Section Family Medicine)
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11 pages, 756 KB  
Article
Study on Nutritional Knowledge, Attitude and Behavior of Chinese School Football Players
by Yao Chen, Yingshuang Sun, Zhiyun Liu and Donglin Hu
Children 2022, 9(12), 1910; https://doi.org/10.3390/children9121910 - 6 Dec 2022
Cited by 11 | Viewed by 3556
Abstract
Objective: This study aims to validate previous structural models of factors influencing dietary behavior changes and construct the knowledge, attitude, and behavioral models of youth school football players. Methods: 279 school football players aged 12–17 years in Grades 7–12 in Hunan Province, China, [...] Read more.
Objective: This study aims to validate previous structural models of factors influencing dietary behavior changes and construct the knowledge, attitude, and behavioral models of youth school football players. Methods: 279 school football players aged 12–17 years in Grades 7–12 in Hunan Province, China, completed a questionnaire to collect data on sports nutrition knowledge, attitudes, and behavior. A structural equation model (SEM) was built based on the knowledge-attitude-behavior (KAB) model and the theory of planned behavior (TPB) model to introduce nutritional knowledge directly or by altering attitudes into the dietary behavior path of players. Four factors affecting dietary behaviors were involved in the hypothetical structure, which consists of the following hypotheses: (1) nutrition knowledge affects the attitude towards sports nutrition (H1); (2) nutrition knowledge affects dietary behaviors (H2); (3) nutrition knowledge affects subjective norms (H3); (4) nutrition knowledge affects perceived behavioral control (H4); (5) subjective norms affect dietary behaviors (H5); and 6) perceived behavioral control affects dietary behaviors (H6). Results: Confirmatory factor analysis (CFA) revealed that the reliability, convergent validity, and discriminant validity of the built SEM conformed to the measured relationships in each dimension. In the final structural model, it was found that nutrition knowledge had a direct impact on the attitudes of players and affected their dietary behaviors in a direct manner or through their subjective norms and perceived behavioral control. Conclusions: The results are in agreement with the TPB-based KAB chain and support the KAB theory for youth school football players in Hunan Province, China. Full article
(This article belongs to the Special Issue New Research in Childhood Nutrition)
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14 pages, 414 KB  
Article
Factors Influencing Employees’ Information Security Awareness in the Telework Environment
by Jie Zhen, Kunxiang Dong, Zongxiao Xie and Lin Chen
Electronics 2022, 11(21), 3458; https://doi.org/10.3390/electronics11213458 - 25 Oct 2022
Cited by 13 | Viewed by 5011
Abstract
This study aims to identify and examine factors influencing employees’ information security awareness (ISA) in the telework environment. Specifically, the authors identify and examine the influence factors rooted in the knowledge-attitude-behavior (KAB) model (i.e., knowledge, attitude, and behavior) and knowledge inertia theory (i.e., [...] Read more.
This study aims to identify and examine factors influencing employees’ information security awareness (ISA) in the telework environment. Specifically, the authors identify and examine the influence factors rooted in the knowledge-attitude-behavior (KAB) model (i.e., knowledge, attitude, and behavior) and knowledge inertia theory (i.e., experience and learning inertia). This study uses online survey data from 305 employees who have telework experience. We apply the structural equation modeling technique to assess the proposed research model. This research is among the pioneering studies that identify and examine the factors influencing employees’ ISA in the telework environment. Our study is also one of the first to investigate antecedents to employees’ ISA rooted in the KAB model and knowledge inertia theory in a telework environment. Results show that employees’ ISA in the telework environment is significantly influenced by their knowledge, behavior toward following security guidelines, and learning inertia, whereas attitude and experience inertia have no significant effect on employees’ ISA. Full article
(This article belongs to the Section Computer Science & Engineering)
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12 pages, 194 KB  
Article
Antibiotic Use on Goat Farms: An Investigation of Knowledge, Attitudes, and Behaviors of Missouri Goat Farmers
by Lauren K. Landfried, Ellen K. Barnidge, Patrick Pithua, Roger D. Lewis, Jonathan A. Jacoby, Christopher C. King and Carole R. Baskin
Animals 2018, 8(11), 198; https://doi.org/10.3390/ani8110198 - 6 Nov 2018
Cited by 16 | Viewed by 6396
Abstract
Use of low dose, prophylactic antibiotics contributes to the emergence of antibiotic resistant bacteria. In one study, goat meat in Missouri was found to have a higher percentage of antibiotic residues at slaughter than the national average, so we attempted to identify factors [...] Read more.
Use of low dose, prophylactic antibiotics contributes to the emergence of antibiotic resistant bacteria. In one study, goat meat in Missouri was found to have a higher percentage of antibiotic residues at slaughter than the national average, so we attempted to identify factors related to goat production that may contribute to this issue. Using the knowledge, attitude, and behavior (KAB) model, we interviewed 11 Missouri goat farmers about factors affecting antibiotic use. Most of the farmers did not have specific protocols for managing illnesses and only relied on veterinarians for major health issues. Many felt veterinarians lacked knowledge about goat medicine so instead relied on other farmers’ or their own experiences for treatment modalities. While most agreed that antibiotic resistance was a concern, only 4 of the 11 indicated that they only used antibiotics when prescribed by the veterinarian. Veterinarians should be relied on and valued for their medical expertise, but they are not always being utilized in this manner. Therefore, veterinary education should emphasize goat health management to a greater extent than it currently does, and soft skills to build collaborative relationships with farmers should be taught to promote preventative health measures and more judicious use of antibiotics. Full article
(This article belongs to the Special Issue The Future of Antibiotics in Farm Animal Production Systems)
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