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Productivity, Real Wages, and Gender. A study in Colombian Manufacturing. 生产率、实际工资和性别。哥伦比亚制造业研究。
F1000Research Pub Date : 2026-09-01 eCollection Date: 2025-01-01 DOI: 10.12688/f1000research.161343.3
Andrés Mauricio Gómez-Sánchez, Zoraida Ramírez-Gutiérrez, Isabel Cristina Rivera-Lozada
{"title":"Productivity, Real Wages, and Gender. A study in Colombian Manufacturing.","authors":"Andrés Mauricio Gómez-Sánchez, Zoraida Ramírez-Gutiérrez, Isabel Cristina Rivera-Lozada","doi":"10.12688/f1000research.161343.3","DOIUrl":"10.12688/f1000research.161343.3","url":null,"abstract":"<p><strong>Background: </strong>Orthodox microeconomic theory establishes a positive link between employee wages and productivity in competitive markets. Nevertheless, this perspective often overlooks gender and treats the workforce as a homogeneous category labelled labor, potentially obscuring gender-based inequalities in wage determination. This article addresses the gender wage gap by analyzing, for the first time, at least in an emerging economy such as Colombia, the impact of manufacturing firm's productivity on wages explicitly including gender.</p><p><strong>Method: </strong>First, we use the GMM two-equation system proposed by Wooldridge (2009) to obtain consistent and unbiased estimates of output elasticities and TFP, respectively. Secondly, we explore the wages-productivity linkage by gender, implementing a dynamic random effect generalized least squares model (GLS) with panel data to address endogeneity issues.</p><p><strong>Results: </strong>Our main findings reveal, among others, that firms with a higher proportion of female workers (female-intensive firms) generally have higher productivity than those with a higher proportion of male workers (male-intensive firms).</p><p><strong>Conclusions: </strong>The effect of female-intensive firm's productivity on wages is lower than that of male-intensive firm's productivity, consistent with gender-based wage disparities in the Colombian manufacturing industry.</p>","PeriodicalId":12260,"journal":{"name":"F1000Research","volume":"14 ","pages":"306"},"PeriodicalIF":0.0,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13674784/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149215260","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From Ritual to Screen: Documenting Tabuik as Intangible Cultural Heritage. 从仪式到银幕:记录塔布克非物质文化遗产。
F1000Research Pub Date : 2026-09-01 eCollection Date: 2026-01-01 DOI: 10.12688/f1000research.184038.2
Ananda Putriani, Sumiyadi Sumiyadi, Tedi Permadi, Halimah Halimah, Vereki Martiano, Nurmalinda Zari, Jamilah Aljah Siompu
{"title":"From Ritual to Screen: Documenting <i>Tabuik</i> as Intangible Cultural Heritage.","authors":"Ananda Putriani, Sumiyadi Sumiyadi, Tedi Permadi, Halimah Halimah, Vereki Martiano, Nurmalinda Zari, Jamilah Aljah Siompu","doi":"10.12688/f1000research.184038.2","DOIUrl":"https://doi.org/10.12688/f1000research.184038.2","url":null,"abstract":"<p><p>Intangible cultural heritage (ICH) plays a crucial role in sustaining cultural identity, collective memory, and social continuity; however, existing studies have predominantly focused on preservation efforts and heritage policies, with limited attention to how documentation itself contributes to the construction of cultural meaning. This study examines the documentation of the <i>Tabuik</i> tradition in Pariaman, West Sumatra, as a process of cultural representation and meaning-making. Employing a qualitative autoethnographic approach, data were collected through participant observation, interactions with cultural practitioners, focus group discussions, and the development of a documentary narrative entitled <i>Tabuik Manusia: Dari Asal Menuju Melepaskan.</i> The data were analyzed using thematic analysis to identify patterns of representation and narrative construction within the documentation process. The findings reveal that documenting <i>Tabuik</i> extends beyond the technical recording of ritual activities and functions as an interpretive practice through which cultural meanings are selected, negotiated, and reconstructed. Four major themes emerged from the analysis: origin and loss as an existential foundation, silenced grief in adolescent experience, intergenerational expectations and identity negotiation, and responsibility as an embodied practice in ritual and everyday life. These themes demonstrate how ritual symbolism is translated into visual and narrative forms that connect collective cultural memory with contemporary personal experiences. The study argues that cultural documentation should be understood not merely as a preservation mechanism but as an epistemological and representational practice that actively shapes cultural understanding. By transforming ritual experiences into mediated narratives, documentation contributes to both the safeguarding of intangible cultural heritage and the ongoing production of cultural meaning, thereby highlighting the significance of reflexive and context-sensitive documentation in ensuring the relevance and sustainability of cultural heritage in contemporary society.</p>","PeriodicalId":12260,"journal":{"name":"F1000Research","volume":"15 ","pages":"1082"},"PeriodicalIF":0.0,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13583351/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149001605","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Comparative Analysis of AI HRM Governance Approaches Across African Countries: Continental Patterns and Divergences. 非洲国家人工智能人力资源管理方法的比较分析:大陆模式和差异。
F1000Research Pub Date : 2026-08-31 eCollection Date: 2026-01-01 DOI: 10.12688/f1000research.184277.2
Samuel Bangura, Melanie Elisabeth Lourens
{"title":"A Comparative Analysis of AI HRM Governance Approaches Across African Countries: Continental Patterns and Divergences.","authors":"Samuel Bangura, Melanie Elisabeth Lourens","doi":"10.12688/f1000research.184277.2","DOIUrl":"10.12688/f1000research.184277.2","url":null,"abstract":"<p><strong>Background: </strong>The governance of artificial intelligence within human resource management across the 54 sovereign states of Africa presents distinctive challenges that differ markedly from those observed in Euro-American contexts. African organizations have adopted AI-driven workforce tools at annual growth rates exceeding 25% since 2018; however, governance frameworks remain in their nascent stages and are characterized by fragmentation. Current comparative scholarship has largely overlooked innovative governance developments within the African continent, often positioning Africa as a recipient rather than an active innovator in AI regulation.</p><p><strong>Methods: </strong>This study employed a qualitative comparative analysis encompassing eleven focal countries, representing five regional clusters. Data sources included legislative documents, professional standards, civil society instruments, and expert practitioner insights. The analysis focused on five key governance dimensions: legislative architecture, professional standards, digital infrastructure, philosophical traditions, and mechanisms established by civil society.</p><p><strong>Results: </strong>Three overarching governance patterns emerged across the continent: (1) the functioning of data protection laws as de facto governance frameworks for AI in human resource management; (2) the significant influence exerted by international development finance institutions on national AI policy formulation; and (3) ongoing tensions between digital transformation aspirations and institutional capacity limitations. Variations across countries were structured along three axes: the specificity of regulations pertaining to AI-driven employment decisions; the integration of African philosophical traditions such as Ubuntu, Harambee, Ma'at, and Teranga; and the degree of regional economic community harmonisation initiatives. Based on these insights, the African AI HRM Governance Typology classified countries into four ideal types.</p><p><strong>Conclusions: </strong>Achieving effective AI HRM governance across Africa necessitates tailored harmonisation strategies that respect the varying levels of governance maturity. Critical actions include the development of an African Union Model Law on AI in Employment, the establishment of minimum standards within the framework of the African Continental Free Trade Area, and the promotion of regional economic community governance coalitions. Future research should focus on empirically assessing governance effectiveness, exploring employer practices across the continent, and analysing the impact of trade liberalisation on regulatory convergence.</p>","PeriodicalId":12260,"journal":{"name":"F1000Research","volume":"15 ","pages":"1051"},"PeriodicalIF":0.0,"publicationDate":"2026-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13562992/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148955372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Neuroscience of Marketing: Noninvasive Neuromarketing Methods for Understanding Consumer Choice and Priorities. 市场营销的神经科学:理解消费者选择和优先级的非侵入性神经营销方法。
F1000Research Pub Date : 2026-08-29 eCollection Date: 2025-01-01 DOI: 10.12688/f1000research.168220.4
Pradeep K, Sathya Prasad P V, Rajalakshmi S A, Chriso Ricky Gill J, Jisha V G
{"title":"The Neuroscience of Marketing: Noninvasive Neuromarketing Methods for Understanding Consumer Choice and Priorities.","authors":"Pradeep K, Sathya Prasad P V, Rajalakshmi S A, Chriso Ricky Gill J, Jisha V G","doi":"10.12688/f1000research.168220.4","DOIUrl":"10.12688/f1000research.168220.4","url":null,"abstract":"<p><p>Neuromarketing and consumer neuroscience aim to enhance self-report and behavioral techniques by assessing neurophysiological and psychophysiological reactions that are frequently challenging to quantify. This study consolidates non-invasive tools frequently employed to examine consumer reactions to marketing stimuli, emphasizing the metrics each method assesses, the marketing inquiries it may reliably address, and the potential dangers of inference involved. We systematically compile evidence pertaining to constructs fundamental to consumer choice, including attention, affective arousal, memory encoding, and valuation, while comparing methodologies such as EEG, fMRI, TMS, Steady State Topography and MEG. The article proposes a method selection matrix that associates common research and applied inquiries (e.g., advertising attention dynamics, packaging assessment, pricing, and value indicators) with suitable measurement strategies, highlighting trade-offs concerning temporal/spatial resolution, ecological validity, cost, and interpretability. Finally, examine methodological challenges and ethical obligations. The scoping review concludes with research gaps where multimodal and more ecologically valid designs are most likely to advance the field.</p>","PeriodicalId":12260,"journal":{"name":"F1000Research","volume":"14 ","pages":"1132"},"PeriodicalIF":0.0,"publicationDate":"2026-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13579028/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148988839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving Medication Safety in Chronic Kidney Disease Using Rule-Based and Artificial Intelligence-Based Clinical Decision Support Systems: A Systematic Review of Randomized Controlled Trials. 使用基于规则和基于人工智能的临床决策支持系统提高慢性肾脏疾病的用药安全性:随机对照试验的系统综述
F1000Research Pub Date : 2026-08-28 eCollection Date: 2026-01-01 DOI: 10.12688/f1000research.178438.2
Asrul Ismail, Rani Sauriasari, Arry Yanuar, Dodi Sudiana, Fonny Cokro
{"title":"Improving Medication Safety in Chronic Kidney Disease Using Rule-Based and Artificial Intelligence-Based Clinical Decision Support Systems: A Systematic Review of Randomized Controlled Trials.","authors":"Asrul Ismail, Rani Sauriasari, Arry Yanuar, Dodi Sudiana, Fonny Cokro","doi":"10.12688/f1000research.178438.2","DOIUrl":"10.12688/f1000research.178438.2","url":null,"abstract":"<p><strong>Background: </strong>Optimization of renal drug dosing to avoid drug toxicity is essential in Chronic Kidney Disease (CKD), yet prescribing errors are common. CDSS with rule-based and AI/ML based tools are used to address this safety gap; however, their impact remains uncertain.</p><p><strong>Methods: </strong>We performed a PRISMA-guided systematic review and meta-analysis of RCTs comparing rule-based or AI/ML CDSS with usual care comparators among adults with CKD or at risk of CKD-related prescribing errors. The primary outcome was a medication safety endpoint aligned with the CDSS logic (appropriate renal dosing, potentially inappropriate prescribing, and medication errors). To address heterogeneity, we supplemented meta-analysis with a structured Best Evidence Synthesis and trial-level mapping by delivery mode and workflow stage.</p><p><strong>Results: </strong>Among 20 RCTs meeting inclusion criteria, 6 provided meta-analytic data. Pooled across four trials, CDSS improved appropriate renal dosing (RR 1.76; 95% CI 1.13-2.74), but heterogeneity was extreme (I <sup>2</sup> = 97%) and the 95% prediction interval (0.75-4.14) crossed the null; the pooled estimate is therefore a context-dependent average rather than a transportable effect, and benefit cannot be assured in a new setting. A consistent direction of effect favoring CDSS came instead from the Best Evidence Synthesis. Documentation of CKD in electronic health records improved consistently (RR 1.19; 95% CI 1.07-1.32; I <sup>2</sup> = 0%). Current evidence was predominantly interruptive order-entry interventions; clinician compliance ranged 17-74% owing to alert fatigue, time constraints, and unclear system function and override processes.</p>","PeriodicalId":12260,"journal":{"name":"F1000Research","volume":"15 ","pages":"532"},"PeriodicalIF":0.0,"publicationDate":"2026-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13583346/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149001539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cross-country analysis of aggregate markups and their impact on income inequality. 汇总加价的跨国分析及其对收入不平等的影响。
F1000Research Pub Date : 2026-08-27 eCollection Date: 2025-01-01 DOI: 10.12688/f1000research.160674.4
Peter Malliaros, W Alejandro Pacheco-Jaramillo
{"title":"Cross-country analysis of aggregate markups and their impact on income inequality.","authors":"Peter Malliaros, W Alejandro Pacheco-Jaramillo","doi":"10.12688/f1000research.160674.4","DOIUrl":"10.12688/f1000research.160674.4","url":null,"abstract":"<p><strong>Background: </strong>This study investigates the connection between aggregate markups and income inequality, exploring how market power affects inequality in developed, emerging, and developing economies.</p><p><strong>Method: </strong>The study examines data from 12 countries from 1997 to 2016 using a panel data approach. A two-way fixed-effects specification is estimated after panel diagnostics for cross-sectional dependence, model selection, unit roots and cointegration. The analysis focuses on the Gini index, lagged markups, trade openness, GDP per capita, tax revenue and R&D expenditure.</p><p><strong>Results: </strong>Higher lagged markups are associated with greater income inequality, with the relationship particularly relevant for emerging and developing economies. Diagnostic checks support the use of fixed effects over random effects, while unit-root and cointegration tests indicate that the levels model should be interpreted as a long-run relationship rather than as a purely short-run association.</p><p><strong>Conclusion: </strong>The study shows how market power, fiscal redistribution and trade openness interact across diverse economic systems. The findings support competition policy and progressive taxation as complementary tools, while acknowledging that further dynamic panel and error-correction modelling would strengthen causal interpretation.</p>","PeriodicalId":12260,"journal":{"name":"F1000Research","volume":"14 ","pages":"184"},"PeriodicalIF":0.0,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13597091/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149030089","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Physiological, Immunological, and Erythrocyte Sedimentation Rate Alterations in Male Patients with Rheumatoid Arthritis. 男性类风湿关节炎患者的生理、免疫和红细胞沉降率改变。
F1000Research Pub Date : 2026-08-27 eCollection Date: 2025-01-01 DOI: 10.12688/f1000research.174118.2
Mohammed Y I Al-Hamadani, Hussain Abdalwahab Bdewi, Ashjan Mohammed Hussein, Anwar Khalil Ismael, Leqaa M Aziz, Mokhtar I Yousef
{"title":"Physiological, Immunological, and Erythrocyte Sedimentation Rate Alterations in Male Patients with Rheumatoid Arthritis.","authors":"Mohammed Y I Al-Hamadani, Hussain Abdalwahab Bdewi, Ashjan Mohammed Hussein, Anwar Khalil Ismael, Leqaa M Aziz, Mokhtar I Yousef","doi":"10.12688/f1000research.174118.2","DOIUrl":"10.12688/f1000research.174118.2","url":null,"abstract":"<p><strong>Background: </strong>Rheumatoid arthritis (RA) is an autoimmune condition characterized by symmetrical and chronic pain and inflammation, initially affecting the small joints of the hands and feet, and later the larger joints. RA also attacks other organs of the body, particularly the skin, eyes, heart, kidneys, and lungs.</p><p><strong>Aim: </strong>The purpose of this research is to assess and characterize the hematological and immunological parameters that indicate the presence of inflammation and autoimmune conditions in persons with RA.</p><p><strong>Methods: </strong>90 male participants were recruited from several healthcare facilities, including Fallujah Teaching Hospital and Diagnostic Laboratories. The participants, RA patients (60) and healthy controls (30) were distributed into 2 groups for the comparative analysis of the hematological and immunological parameters.</p><p><strong>Results: </strong>Significant elevations (P < 0.0001) in erythrocyte sedimentation rate and immunoglobulins G and M were observed in RA patients across three age groups: young adults (25-40 years), middle-aged (41-65 years), and increased adults (66-90 years). Anti-cyclic citrullinated peptide, anti-mutated citrullinated vimentin, rheumatoid factor, and C-reactive protein showed significant increases (P < 0.0001) across all age categories.</p><p><strong>Conclusion: </strong>The results reveal systemic inflammation and autoimmune dysregulation that are independent of patient age. Using immunological and hematological biomarkers in routine practice can improve diagnostic accuracy, guide personalized treatment, and help prevent joint damage while enhancing patients' quality of life.</p>","PeriodicalId":12260,"journal":{"name":"F1000Research","volume":"14 ","pages":"1458"},"PeriodicalIF":0.0,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13560013/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148955268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mitochondrial Genome Assemblies of Four "Bee-Assassin" (Hemiptera: Reduviidae: Apiomerus) Recovered Using Shallow Whole-Genome sequencing. 四种“蜜蜂杀手”(半翅目:蜜蜂科:蜜蜂科)线粒体基因组组装用浅全基因组测序恢复。
F1000Research Pub Date : 2026-08-26 eCollection Date: 2026-01-01 DOI: 10.12688/f1000research.179613.2
Andrés Gómez-Palacio, Sandra Uribe-Soto, Carolina Ortiz-Muñoz, Dimitri Forero
{"title":"Mitochondrial Genome Assemblies of Four \"Bee-Assassin\" (Hemiptera: Reduviidae: <i>Apiomerus</i>) Recovered Using Shallow Whole-Genome sequencing.","authors":"Andrés Gómez-Palacio, Sandra Uribe-Soto, Carolina Ortiz-Muñoz, Dimitri Forero","doi":"10.12688/f1000research.179613.2","DOIUrl":"10.12688/f1000research.179613.2","url":null,"abstract":"<p><p><i>Apiomerus</i> (\"bee-assassin\" assassin bugs) is a Neotropical genus of Reduviidae with ecological importance as a group of predatory insects and notable morphological diversity, yet mitochondrial genomic resources have remained unavailable for the genus. We generated low-coverage whole-genome sequencing data from four vouchered specimens collected in Colombia and reconstructed mitochondrial genomes for <i>Apiomerus</i> sp., <i>A. ochropterus</i>, <i>A. luctuosus</i>, and <i>A. nitidicollis</i>. Quality-filtered reads were assembled using an organelle-specific GetOrganelle workflow, and the resulting assembly graphs and candidate sequences were evaluated against initial SPAdes/BLASTN-based reconstructions. GetOrganelle recovered complete circular mitochondrial genomes for <i>Apiomerus</i> sp., <i>A. ochropterus</i>, and <i>A. nitidicollis</i>, whereas <i>A. luctuosus</i> was represented by a single gap-free, non-circularized mitochondrial scaffold in which the control region was not completely recovered. The selected assemblies ranged from 14,943 to 19,405 bp and were strongly AT-rich. Annotation and manual curation recovered the complete complement of 13 protein-coding genes, 22 tRNA genes, and two rRNA genes in all four taxa. Comparative analysis showed complete conservation of mitochondrial gene content, gene order, and transcriptional orientation, with no evidence of gene rearrangements among the sampled species. Phylogenetic analysis based on concatenated mitochondrial protein-coding genes recovered the four <i>Apiomerus</i> taxa as a monophyletic group, with <i>A. ochropterus</i> and <i>Apiomerus</i> sp. forming a sister pair, <i>A. nitidicollis</i> sister to that clade, and <i>A. luctuosus</i> occupying the basal position among the sampled taxa. These assemblies constitute the first mitochondrial genomic resources for <i>Apiomerus</i> and expand the representation of Apiomerini for comparative mitogenomic, taxonomic, and phylogenetic studies.</p>","PeriodicalId":12260,"journal":{"name":"F1000Research","volume":"15 ","pages":"921"},"PeriodicalIF":0.0,"publicationDate":"2026-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13594599/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149030144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of Nutritional and Organoleptic Use of Underutilized Green Leafy Vegetables in Bakery Products: A Systematic Review of Novel Food Applications. 未充分利用的绿叶蔬菜在烘焙产品中的营养和感官利用的影响:对新型食品应用的系统回顾。
F1000Research Pub Date : 2026-08-26 eCollection Date: 2026-01-01 DOI: 10.12688/f1000research.180136.2
Madhusudhanan Santhanam, Somu Ga, Senthil Kumaran Piramanayagam, Suresh Sukumar, Nagarajan Theruveethi, Anusha Priyadarsini Kumaresan, Nishar Ahmed Jalaludeen, Rajmohan Dhandapani, Guruprasad Vijayasarathi
{"title":"Impact of Nutritional and Organoleptic Use of Underutilized Green Leafy Vegetables in Bakery Products: A Systematic Review of Novel Food Applications.","authors":"Madhusudhanan Santhanam, Somu Ga, Senthil Kumaran Piramanayagam, Suresh Sukumar, Nagarajan Theruveethi, Anusha Priyadarsini Kumaresan, Nishar Ahmed Jalaludeen, Rajmohan Dhandapani, Guruprasad Vijayasarathi","doi":"10.12688/f1000research.180136.2","DOIUrl":"10.12688/f1000research.180136.2","url":null,"abstract":"<p><strong>Background: </strong>The low utilization of green leafy vegetables (GLVs) makes them a nutrient-dense food that is frequently overlooked in the food system. Their integration into baked products may confer nutritional and organizational benefits. However, few studies have addressed their impact on bakery formulations.</p><p><strong>Objectives: </strong>This systematic review aimed to jointly appraise the nutritional enrichment and sensory properties of bakery products enhanced with the incorporation of underutilized GLVs, and to highlight their potential new food and industrial applications.</p><p><strong>Methods: </strong>Systematic searches were conducted in scientific databases, PubMed, Scopus, Google Scholar, and Web of Science, according to the PRISMA guidelines. Original peer-reviewed research articles reporting nutritional, sensory, functional, technological, or organoleptic outcomes associated with the incorporation of underutilized green leafy vegetables into bakery products. We documented the micronutrient content, bioactive components, consumer acceptability, and technological challenges.</p><p><strong>Results: </strong>One significant difference found in food products was that GLV incorporation increased essential nutrients. Bioactive compounds from GLVs offer health benefits including improved glycemic control and reduced oxidative stress. However, sensory acceptability remains an issue, with bitterness and texture as main obstacles. Consumer studies show acceptable GLV levels depend on species and processing methods. Techniques such as dehydration and fermentation mitigate unwanted sensory effects.</p><p><strong>Conclusions: </strong>As we incorporate more underutilised green leafy vegetables in bakery products, it becomes increasingly evident that they have substantial potential to provide significant nutritional and functional benefits to humans. Future research should address the fine-tuning of formulations to maximize benefits while meeting consumer preferences and ensuring commercial feasibility on a large scale in the food industry.</p><p><strong>Registration: </strong>This systematic review was registered with the Open Science Framework (OSF). DOI: https://doi.org/10.17605/OSF.IO/7YHDZ.</p>","PeriodicalId":12260,"journal":{"name":"F1000Research","volume":"15 ","pages":"732"},"PeriodicalIF":0.0,"publicationDate":"2026-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13241839/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148197944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
VIETNAMESE POLITICAL CULTURE: STRUCTURE, ROLE, AND DEVELOPMENT ORIENTATION IN THE NEW ERA. 越南政治文化:新时期的结构、作用与发展方向。
F1000Research Pub Date : 2026-08-25 eCollection Date: 2026-01-01 DOI: 10.12688/f1000research.177771.2
Pham Thi Thuy Van, Lai Quoc Khanh
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