Research gap analyses

Showing 301–360 of 1,252 gap analyses · page 6 of 21

• The research suggests that future transportation policy should prioritize the implementation of adaptive traffic control systems to reduce travel and waiting times, as well as emissions. Real-time, AI

  The research suggests that future transportation policy should prioritize the implementation of adaptive traffic control systems to reduce travel and waiting times, as well as emissions. Real-time, AI-driven traffic light systems should be

  Engineering · 4 papers · avg 2026 · weak evidence
• there are certain concerns with According to this review, biomarkers are playing an increasingly important role in cancer detection, prognosis, and treatment selection. Although their widespread use,

  there are certain concerns with According to this review, biomarkers are playing an increasingly important role in cancer detection, prognosis, and treatment selection. Although their widespread use, liquid biopsy and next-generation sequen

  Medicine · 4 papers · avg 2026 · weak evidence
• integrating plaque composition with stenosis assessment for better functional and prognostic interpretation. Emerging evidence supports CT-based plaque quantification enhanced by artificial intelligen

  integrating plaque composition with stenosis assessment for better functional and prognostic interpretation. Emerging evidence supports CT-based plaque quantification enhanced by artificial intelligence for individualized risk stratificatio

  Medicine · 4 papers · avg 2025.8 · weak evidence
• There is a lack of standardized long-term surveillance and management strategies for women with prior preeclampsia. Current guidelines concerning cardiovascular health in women do not provide well-fou

  There is a lack of standardized long-term surveillance and management strategies for women with prior preeclampsia. Current guidelines concerning cardiovascular health in women do not provide well-founded, evidence-based recommendations for

  Medicine · 4 papers · avg 2026 · weak evidence
• Progress in AI adoption in medicine will depend on balanced and responsible adoption rather than novelty and immediate integration, requiring further work on implementation frameworks.

  Progress in AI adoption in medicine will depend on balanced and responsible adoption rather than novelty and immediate integration, requiring further work on implementation frameworks.

  Medicine · 4 papers · avg 2025.8 · weak evidence
• Further studies are needed to investigate the neural mechanisms underlying mathematics anxiety. Research should focus on developing practice- and education-based application strategies to enhance nume

  Further studies are needed to investigate the neural mechanisms underlying mathematics anxiety. Research should focus on developing practice- and education-based application strategies to enhance numerical performance. Studies should examin

  Psychology · 4 papers · avg 2018 · weak evidence
• The paper identifies the challenge of balancing heritage restoration with tourism expansion in a second-tier historical city. The study highlights the need for context-sensitive and restoration-planni

  The paper identifies the challenge of balancing heritage restoration with tourism expansion in a second-tier historical city. The study highlights the need for context-sensitive and restoration-planning-aware practices to avoid harming tour

  Social Science · 4 papers · avg 2026 · weak evidence
• While algorithmic bias and discriminatory outcomes from machine learning models trained on incomplete or historically biased datasets are documented, there is no systematic empirical framework for aud

  While algorithmic bias and discriminatory outcomes from machine learning models trained on incomplete or historically biased datasets are documented, there is no systematic empirical framework for auditing and measuring bias severity across

  Social Science · 4 papers · avg 2026 · weak evidence
• However, while soil microorganisms play a crucial role in regulating this diversity–invasibility relationship, the effects of plant competition mode and soil nutrient status on their role remain uncle

  However, while soil microorganisms play a crucial role in regulating this diversity–invasibility relationship, the effects of plant competition mode and soil nutrient status on their role remain unclear.

  Agriculture · 4 papers · avg 2025.5 · weak evidence
• However, limited information is available on soil nutrient availability and the factors governing their variation in temperate forest ecosystems of the north-western Himalayas.

  However, limited information is available on soil nutrient availability and the factors governing their variation in temperate forest ecosystems of the north-western Himalayas.

  Agriculture · 4 papers · avg 2025.2 · weak evidence
• Corporation, 1975. A. Jolly, & K. Sylva Basic Books, 1976. (Eds.), perspective taking in in language use. to representational I. E. The concept & M. B. Franklin of decalage (Eds.), as Symbolic, it app

  Corporation, 1975. A. Jolly, & K. Sylva Basic Books, 1976. (Eds.), perspective taking in in language use. to representational I. E. The concept & M. B. Franklin of decalage (Eds.), as Symbolic, it applies frtnctioning in childhood. Cocking,

  Biology · 4 papers · avg 1978.8 · weak evidence
• Further studies are needed to investigate the role of parasites in shaping the microbiota-gut-brain axis. Research should prioritize the development of effective treatments and prevention strategies f

  Further studies are needed to investigate the role of parasites in shaping the microbiota-gut-brain axis. Research should prioritize the development of effective treatments and prevention strategies for parasitic infections. The impact of p

  Biology · 4 papers · avg 2026 · weak evidence
• Convolutional neural networks (CNNs) are widely used for biomedical image classification, yet it remains unclear under which conditions training on reduced subsets of available data can provide reliab

  Convolutional neural networks (CNNs) are widely used for biomedical image classification, yet it remains unclear under which conditions training on reduced subsets of available data can provide reliable guidance during model development, ho

  Computer Science · 4 papers · avg 2026 · weak evidence
• Future developments involve cloud–edge co-process- ing and low-power wide-area networks (LPWANs) for IoT. To scale up monitoring in mountainous regions, it is recommended to adopt edge intelligence fo

  Future developments involve cloud–edge co-process- ing and low-power wide-area networks (LPWANs) for IoT. To scale up monitoring in mountainous regions, it is recommended to adopt edge intelligence for low-latency preprocessing (time sync,

  Computer Science · 4 papers · avg 2026 · weak evidence
• Further study of the Asian monsoon system and its drivers. Application of the study's methods to other regions to reconstruct past monsoon dynamics. Integration of the study's findings into climate mo

  Further study of the Asian monsoon system and its drivers. Application of the study's methods to other regions to reconstruct past monsoon dynamics. Integration of the study's findings into climate models to improve their performance.

  Earth Science · 4 papers · avg 2026 · weak evidence
• There is a lack of understanding about the ecological impact of the timber trade. The expansion of forestry technology has increased the demand for tropical hardwoods, but the consequences for the env

  There is a lack of understanding about the ecological impact of the timber trade. The expansion of forestry technology has increased the demand for tropical hardwoods, but the consequences for the environment are not well understood.

  Earth Science · 4 papers · avg 2012 · weak evidence
• The complexity of secondary aerosol formation processes. The need to characterize the spatial and seasonal variability of precursors. The importance of understanding the impacts of PM2.5 concentration

  The complexity of secondary aerosol formation processes. The need to characterize the spatial and seasonal variability of precursors. The importance of understanding the impacts of PM2.5 concentrations on human health and the environment.

  Earth Science · 4 papers · avg 2026 · weak evidence
• While I am all for sustaining the resistance to secularization of all knowledges,I am critical of the current discourse on Islamic economics becauseof its disconnection between theory and practice and

  While I am all for sustaining the resistance to secularization of all knowledges,I am critical of the current discourse on Islamic economics becauseof its disconnection between theory and practice and because, for reasonsthat have not been

  Economics · 4 papers · avg 2019.2 · weak evidence
• International from Uganda. Journal of Educational Development 19(1) 99- 111 in Kisige, A., Ezati, A. B., & Kagoda, A. M. (2021). Teacher preparation by universities: Internal stakeholders’ perception

  International from Uganda. Journal of Educational Development 19(1) 99- 111 in Kisige, A., Ezati, A. B., & Kagoda, A. M. (2021). Teacher preparation by universities: Internal stakeholders’ perception of teacher education curriculum and Kyam

  Education · 4 papers · avg 2026 · weak evidence
• Methodologically, the study’s conceptual and interpretive approach aligns with commitment to epistemic plurality and reflexivity. Through a critical reading of an authoritative regional policy framewo

  Methodologically, the study’s conceptual and interpretive approach aligns with commitment to epistemic plurality and reflexivity. Through a critical reading of an authoritative regional policy framework, the study treats policy as an ethica

  Education · 4 papers · avg 2026 · weak evidence
• Future studies should employ mixed-methods designs to validate the proposed readiness continuum. Longitudinal tracking of early-career teachers would provide insight into how perceived readiness trans

  Future studies should employ mixed-methods designs to validate the proposed readiness continuum. Longitudinal tracking of early-career teachers would provide insight into how perceived readiness translates into professional retention and cl

  Education · 4 papers · avg 2026 · weak evidence
• exchange facilitates the comparison of teaching development management models, strategies, and talent cultivation approaches, allowing teachers to identify shortcomings and adopt advanced practices. P

  exchange facilitates the comparison of teaching development management models, strategies, and talent cultivation approaches, allowing teachers to identify shortcomings and adopt advanced practices. Participation in academic conferences, fo

  Education · 4 papers · avg 2026 · weak evidence
• While scholars have increasingly focused on the use of GenAI in higher education since its inception, little is known about how key higher education stakeholders, particularly students, perceive its i

  While scholars have increasingly focused on the use of GenAI in higher education since its inception, little is known about how key higher education stakeholders, particularly students, perceive its impact on teaching and learning within th

  Education · 4 papers · avg 2025.5 · weak evidence
• This organization of counseling work is inaugurated because it is believed that data about the edu- cational and vocational opportuni- ties in the city should be made more available to the students ;

  This organization of counseling work is inaugurated because it is believed that data about the edu- cational and vocational opportuni- ties in the city should be made more available to the students ; that the aptitudes, attitudes, and abili

  Education · 4 papers · avg 1976.8 · weak evidence
• To improve Grade 12 academic attainment, School Management Teams should undertake focused leadership training programs that teach school leaders adaptive management practices. Professional learning co

  To improve Grade 12 academic attainment, School Management Teams should undertake focused leadership training programs that teach school leaders adaptive management practices. Professional learning communities can help teachers collaborate

  Education · 4 papers · avg 2026 · weak evidence
• acceptance students' through THE EFFECT OF DIGITAL ACCOUNTING LITERACY AND ARTIFICIAL INTELLIGENCE (AI) AWARENESS ON THE EFFECTIVENESS OF USING ACCOUNTING INFORMATION SYSTEMS WITH DIGITAL COMPETENCE A

  acceptance students' through THE EFFECT OF DIGITAL ACCOUNTING LITERACY AND ARTIFICIAL INTELLIGENCE (AI) AWARENESS ON THE EFFECTIVENESS OF USING ACCOUNTING INFORMATION SYSTEMS WITH DIGITAL COMPETENCE AS A MODERATING VARIABLE (Study on Accoun

  Education · 4 papers · avg 2026 · weak evidence
• Research discussing the implementation of Physical Education, Sports, and Health learning programs comprehensively from planning, implementation, and evaluation perspectives in the context of elementa

  Research discussing the implementation of Physical Education, Sports, and Health learning programs comprehensively from planning, implementation, and evaluation perspectives in the context of elementary special school education remains limi

  Education · 4 papers · avg 2011.5 · weak evidence
• Future studies could investigate the effectiveness of specific teaching methods or interventions in promoting communicative competence in English language learners. Research could explore the impact o

  Future studies could investigate the effectiveness of specific teaching methods or interventions in promoting communicative competence in English language learners. Research could explore the impact of institutional and systemic constraints

  Education · 4 papers · avg 2026 · weak evidence
• The study identifies a gap in the understanding of the effects of creative drama activities on early literacy skills. The study notes that prior work has not examined the effects of creative drama act

  The study identifies a gap in the understanding of the effects of creative drama activities on early literacy skills. The study notes that prior work has not examined the effects of creative drama activities on early literacy skills in pres

  Education · 4 papers · avg 2026 · weak evidence
• While existing research on second or foreign (L2) feedback has predominantly focused on the effectiveness of various feedback practices and their impacts on writing performance, limited attention has

  While existing research on second or foreign (L2) feedback has predominantly focused on the effectiveness of various feedback practices and their impacts on writing performance, limited attention has been devoted to learners’ proactive role

  Education · 4 papers · avg 2024.8 · weak evidence
• The challenge of creating an inclusive musical interaction that treats improvisation as a shared, embodied, and multi-sensory experience. The need to design a system that combines physical and virtual

  The challenge of creating an inclusive musical interaction that treats improvisation as a shared, embodied, and multi-sensory experience. The need to design a system that combines physical and virtual elements to create a shared experience.

  Engineering · 4 papers · avg 2026 · weak evidence
• Aiming to structure the academic debate and to demonstrate practical use cases of social media in crisis communication, we present in this metastudy the disciplinary embedment, topical foci, challenge

  Aiming to structure the academic debate and to demonstrate practical use cases of social media in crisis communication, we present in this metastudy the disciplinary embedment, topical foci, challenges, and research gaps in the literature a

  General · 4 papers · avg 2023.2 · weak evidence
• Xalqaro hamkorlikni kuchaytirish: Xorijiy huquq-tartibot organlari va xalqaro IT-kompaniyalar bilan tezkor ma'lumot almashish tizimini soddalashtirish. Sun'iy intellektni joriy etish: Shubhali tranzak

  Xalqaro hamkorlikni kuchaytirish: Xorijiy huquq-tartibot organlari va xalqaro IT-kompaniyalar bilan tezkor ma'lumot almashish tizimini soddalashtirish. Sun'iy intellektni joriy etish: Shubhali tranzaksiyalar va firbgarlik sxemalarini algori

  General · 4 papers · avg 2026 · weak evidence
• The Navier-Stokes blow-up problem and gravitational singularities are long-standing open problems. Existing approaches to these problems have limitations and shortcomings.

  The Navier-Stokes blow-up problem and gravitational singularities are long-standing open problems. Existing approaches to these problems have limitations and shortcomings.

  Mathematics · 4 papers · avg 2026 · weak evidence
• The gap is the lack of reduced models for thin magnetoelastic structures. The gap is the need for a rigorous derivation of reduced models for thin structures using Γ-convergence.

  The gap is the lack of reduced models for thin magnetoelastic structures. The gap is the need for a rigorous derivation of reduced models for thin structures using Γ-convergence.

  Mathematics · 4 papers · avg 2026 · weak evidence
• Important knowledge gaps remain. Dedicated RCT data evaluating combination therapy on hard cardiovascular and kidney endpoints are limited, and optimal sequencing strate- gies have not been definitive

  Important knowledge gaps remain. Dedicated RCT data evaluating combination therapy on hard cardiovascular and kidney endpoints are limited, and optimal sequencing strate- gies have not been definitively established; PRECIDENTD is expected t

  Medicine · 4 papers · avg 2026 · weak evidence
• CD155 has emerged as a critical immune checkpoint in ovarian cancer, functioning at the crossroads of immune regulation and tumor progression. By interacting with TIGIT and CD96 while competing with C

  CD155 has emerged as a critical immune checkpoint in ovarian cancer, functioning at the crossroads of immune regulation and tumor progression. By interacting with TIGIT and CD96 while competing with CD226, CD155 orchestrates a complex signa

  Medicine · 4 papers · avg 2026 · weak evidence
• The future of maxillofacial prosthetic rehabilitation is expected to be driven by the convergence of advanced biomaterials, digital technologies, and artificial intelligence. Recent developments in na

  The future of maxillofacial prosthetic rehabilitation is expected to be driven by the convergence of advanced biomaterials, digital technologies, and artificial intelligence. Recent developments in nanotechnology-modified silicone elastomer

  Medicine · 4 papers · avg 2026 · weak evidence
• Based on the findings, healthcare institutions are encouraged to strengthen psychosocial support services for patients undergoing maintenance hemodialysis through counseling, patient and family educat

  Based on the findings, healthcare institutions are encouraged to strengthen psychosocial support services for patients undergoing maintenance hemodialysis through counseling, patient and family education, peer support initiatives, and multi

  Medicine · 4 papers · avg 2026 · weak evidence
• Among the strengths of the study are its large sample size and specific focus on ocular trauma, an area that remains under- explored in the existing sports and eye medicine literature. However, some l

  Among the strengths of the study are its large sample size and specific focus on ocular trauma, an area that remains under- explored in the existing sports and eye medicine literature. However, some limitations may hamper the reliability of

  Medicine · 4 papers · avg 2026 · weak evidence
• Stroke is a major global public health concern that negatively affects individuals across biophysiological, psychological, and social domains. Individuals with chronic stroke often experience anxiety,

  Stroke is a major global public health concern that negatively affects individuals across biophysiological, psychological, and social domains. Individuals with chronic stroke often experience anxiety, balance disturbances, functional declin

  Medicine · 4 papers · avg 2026 · weak evidence
• The paper identifies a gap in our understanding of how quantum properties of spacetime backreact on classical gravity. The study highlights the need for a semiclassical framework to derive an effectiv

  The paper identifies a gap in our understanding of how quantum properties of spacetime backreact on classical gravity. The study highlights the need for a semiclassical framework to derive an effective configuration-space description for pa

  Physics · 4 papers · avg 2026 · weak evidence
• Current quantum computing architectures face a thermodynamic bottleneck due to the energy cost of classical control. The lack of a mechanism to actively remove entropy from the lattice limits the cohe

  Current quantum computing architectures face a thermodynamic bottleneck due to the energy cost of classical control. The lack of a mechanism to actively remove entropy from the lattice limits the coherence time of quantum states within curr

  Physics · 4 papers · avg 2026 · weak evidence
• Further study of the implications of the corrected metric for black hole thermodynamics. Investigation of the behavior of other types of black holes using the approach. Comparison with other observati

  Further study of the implications of the corrected metric for black hole thermodynamics. Investigation of the behavior of other types of black holes using the approach. Comparison with other observational data to further constrain the param

  Physics · 4 papers · avg 2026 · weak evidence
• Multipolar decomposition is a powerful tool for analyzing and designing metasurfaces, but its practical application is often limited by the mathematical complexity that arises when a large number of m

  Multipolar decomposition is a powerful tool for analyzing and designing metasurfaces, but its practical application is often limited by the mathematical complexity that arises when a large number of multipole moments must be taken in to acc

  Physics · 4 papers · avg 2026 · weak evidence
• The challenges of providing counseling services to older adults include categorizing the groups of people in need of the service. Ageist attitudes and limited economic opportunities can make it diffic

  The challenges of providing counseling services to older adults include categorizing the groups of people in need of the service. Ageist attitudes and limited economic opportunities can make it difficult for older adults to adjust to transi

  Psychology · 4 papers · avg 1990.6 · weak evidence
• The concept of trauma is not originally Buddhist, making it challenging to understand and address in a Buddhist counseling context. The incorporation of Buddhist principles into counseling and psychot

  The concept of trauma is not originally Buddhist, making it challenging to understand and address in a Buddhist counseling context. The incorporation of Buddhist principles into counseling and psychotherapy can be challenging due to the lac

  Psychology · 4 papers · avg 2025.3 · weak evidence
• There is a lack of studies investigating the impact of regular physical exercise on mental health and sleep quality in physically active women. The current literature does not provide a clear understa

  There is a lack of studies investigating the impact of regular physical exercise on mental health and sleep quality in physically active women. The current literature does not provide a clear understanding of the relationship between physic

  Psychology · 4 papers · avg 2026 · weak evidence
• The study identifies a need for a comprehensive overview of the relationship between various factors and subjective well-being in older Americans. The research notes that prior work has established a

  The study identifies a need for a comprehensive overview of the relationship between various factors and subjective well-being in older Americans. The research notes that prior work has established a relationship between socioeconomic statu

  Psychology · 4 papers · avg 2013.8 · weak evidence
• Traditional pedagogical methods primarily engage the phonological loop of working memory, neglecting the development of visuospatial reasoning and fluid intelligence. There is a need for novel cogniti

  Traditional pedagogical methods primarily engage the phonological loop of working memory, neglecting the development of visuospatial reasoning and fluid intelligence. There is a need for novel cognitive training programs that can enhance ma

  Psychology · 4 papers · avg 2025.8 · weak evidence
• Math anxiety appears early in life and extends into adulthood. Initial signs of math anxiety emerge early in primary school, becoming more specific and progressively more detrimental throughout educat

  Math anxiety appears early in life and extends into adulthood. Initial signs of math anxiety emerge early in primary school, becoming more specific and progressively more detrimental throughout education. There is a need to develop effectiv

  Psychology · 4 papers · avg 2017.2 · weak evidence
• Whether such enduring effects extend to other disorders remains to be seen, but the capacity to reduce risk following treatment termination is one of the major benefits provided by the cognitive and b

  Whether such enduring effects extend to other disorders remains to be seen, but the capacity to reduce risk following treatment termination is one of the major benefits provided by the cognitive and behavioral interventions with respect to

  Psychology · 4 papers · avg 2007.8 · weak evidence
• Future studies can use the OCAS to investigate the relationship between cybersecurity awareness and behavioral outcomes. Future studies can examine the effectiveness of cybersecurity training programs

  Future studies can use the OCAS to investigate the relationship between cybersecurity awareness and behavioral outcomes. Future studies can examine the effectiveness of cybersecurity training programs in improving cybersecurity awareness. F

  Social Science · 4 papers · avg 2026 · weak evidence
• Existing research identifies that AI governance readiness varies significantly across organizations and regions, but does not address how middle powers—particularly those with emerging AI sectors in G

  Existing research identifies that AI governance readiness varies significantly across organizations and regions, but does not address how middle powers—particularly those with emerging AI sectors in Global Capability Centres—can develop ins

  Social Science · 4 papers · avg 2025.5 · weak evidence
• Energy access remains low in East Africa. Climate change and water scarcity threaten food systems in East Africa. The cost of extending grid access to rural and remote areas is prohibitively high.

  Energy access remains low in East Africa. Climate change and water scarcity threaten food systems in East Africa. The cost of extending grid access to rural and remote areas is prohibitively high.

  Agriculture · 4 papers · avg 2025.5 · weak evidence
• Irrigated agriculture in semi-arid closed basins depends heavily on groundwater, yet the feedbacks between irrigation practice and aquifer recharge remain poorly quantified.

  Irrigated agriculture in semi-arid closed basins depends heavily on groundwater, yet the feedbacks between irrigation practice and aquifer recharge remain poorly quantified.

  Agriculture · 4 papers · avg 2025.5 · weak evidence
• Abstract In high mountain areas, snowmelt water is a key—yet fading—hydrological resource, but its importance for soil recharge and tree root water uptake is understudied.

  Abstract In high mountain areas, snowmelt water is a key—yet fading—hydrological resource, but its importance for soil recharge and tree root water uptake is understudied.

  Agriculture · 4 papers · avg 2025.6 · weak evidence
• The study identifies the need to examine the impact of human activities on groundwater quality. The study highlights the importance of assessing groundwater quality for sustainable water resource mana

  The study identifies the need to examine the impact of human activities on groundwater quality. The study highlights the importance of assessing groundwater quality for sustainable water resource management.

  Agriculture · 4 papers · avg 2025.6 · weak evidence
• The adoption of organic fertilizer among rice farmers remains relatively limited. There is a need to understand the behavioral factors influencing the adoption of organic fertilizer.

  The adoption of organic fertilizer among rice farmers remains relatively limited. There is a need to understand the behavioral factors influencing the adoption of organic fertilizer.

  Agriculture · 4 papers · avg 2026 · weak evidence
• There is a need to study more cost-effective alternative feed resources for the sustainability of the animal production system. Current knowledge about the effects of mulberry pomace on ruminants is l

  There is a need to study more cost-effective alternative feed resources for the sustainability of the animal production system. Current knowledge about the effects of mulberry pomace on ruminants is limited.

  Agriculture · 4 papers · avg 2026 · weak evidence