Research gap analyses
Page 21 of 21, ordered by evidence strength.
Showing 1,201–1,252 of 1,252 gap analyses · page 21 of 21
- The datasets used are relatively small and may not fully represent real-world clinical diversity.
The datasets used are relatively small and may not fully represent real-world clinical diversity.
Computer Science · 3 papers · avg 2026 · weak evidence - Healthcare organizations should set rules for how AI systems should be used in clinical workflows to maintain clear accountability structures.
Healthcare organizations should set rules for how AI systems should be used in clinical workflows to maintain clear accountability structures.
Computer Science · 3 papers · avg 2026 · weak evidence - The system should be validated in clinical settings with real patient data and integration with existing clinical workflows to confirm its utility as a decision-support tool.
The system should be validated in clinical settings with real patient data and integration with existing clinical workflows to confirm its utility as a decision-support tool.
Computer Science · 3 papers · avg 2026 · weak evidence - No discussion is provided regarding computational efficiency, inference time, or scalability requirements for operational global deployment of the dual-path framework.
No discussion is provided regarding computational efficiency, inference time, or scalability requirements for operational global deployment of the dual-path framework.
Computer Science · 3 papers · avg 2026 · weak evidence - External validation across diverse geographic and demographic populations is required beyond the internal validation conducted.
External validation across diverse geographic and demographic populations is required beyond the internal validation conducted.
Computer Science · 3 papers · avg 2026 · weak evidence - No explicit discussion of limitations regarding sample size, sampling methodology, response rates, or potential selection bias in the research design.
No explicit discussion of limitations regarding sample size, sampling methodology, response rates, or potential selection bias in the research design.
Economics · 3 papers · avg 2026 · weak evidence - The paper does not discuss the economic feasibility, resource requirements, or cost-benefit analysis of implementing the green chemistry module in resource-constrained educational settings.
The paper does not discuss the economic feasibility, resource requirements, or cost-benefit analysis of implementing the green chemistry module in resource-constrained educational settings.
Education · 3 papers · avg 2023.5 · weak evidence - Siswa kelas 12 sering mengalami hambatan dalam mengorganisasi gagasan deskriptif karena keterbatasan referensi visual sebelum implementasi media ini.
Siswa kelas 12 sering mengalami hambatan dalam mengorganisasi gagasan deskriptif karena keterbatasan referensi visual sebelum implementasi media ini.
Education · 3 papers · avg 2026 · weak evidence - Absence of systemic guidance and institutional support appears to hinder meaningful integration of AI in higher education contexts.
Absence of systemic guidance and institutional support appears to hinder meaningful integration of AI in higher education contexts.
Education · 3 papers · avg 2026 · weak evidence - Cultural and religious considerations are identified as important (M = 4.42), but concrete mechanisms for integrating Islamic ethical traditions into AI governance frameworks are not detailed.
Cultural and religious considerations are identified as important (M = 4.42), but concrete mechanisms for integrating Islamic ethical traditions into AI governance frameworks are not detailed.
Education · 3 papers · avg 2026 · weak evidence - Limitations in digital skills and low student interest serve as major obstacles in implementing differentiated learning strategies.
Limitations in digital skills and low student interest serve as major obstacles in implementing differentiated learning strategies.
Education · 3 papers · avg 2026 · weak evidence - Students fear losing the ability to detect student errors or explain grammar rules manually without digital assistance as future teachers; research is needed on how AI dependency affects pedagogical c
Students fear losing the ability to detect student errors or explain grammar rules manually without digital assistance as future teachers; research is needed on how AI dependency affects pedagogical competence development.
Education · 3 papers · avg 2026 · weak evidence - The module's effectiveness in improving learning outcomes is demonstrated, but there is no comparison with alternative instructional approaches or traditional chemistry teaching methods to establish r
The module's effectiveness in improving learning outcomes is demonstrated, but there is no comparison with alternative instructional approaches or traditional chemistry teaching methods to establish relative effectiveness.
Education · 3 papers · avg 2020.7 · weak evidence - The paper does not systematically investigate how different teaching methodologies (beyond traditional lectures) compare in effectiveness for students with prior physics knowledge from AP courses.
The paper does not systematically investigate how different teaching methodologies (beyond traditional lectures) compare in effectiveness for students with prior physics knowledge from AP courses.
Education · 3 papers · avg 2024 · weak evidence - No specific research is cited on which teaching and learning methods, materials, and instructional strategies are most effective for developing the diverse skills and abilities listed among students.
No specific research is cited on which teaching and learning methods, materials, and instructional strategies are most effective for developing the diverse skills and abilities listed among students.
Education · 3 papers · avg 2026 · weak evidence - Longitudinal research is needed to investigate changes in the difficulties teachers face over time.
Longitudinal research is needed to investigate changes in the difficulties teachers face over time.
Education · 3 papers · avg 2026 · weak evidence - The study lacks investigation of potential confounding variables such as student prior knowledge, socioeconomic status, or access to technology outside the classroom.
The study lacks investigation of potential confounding variables such as student prior knowledge, socioeconomic status, or access to technology outside the classroom.
Education · 3 papers · avg 2026 · weak evidence - Limited discussion on how AI systems can be designed to enhance critical thinking, problem-solving, and decision-making capabilities beyond basic guidance provision.
Limited discussion on how AI systems can be designed to enhance critical thinking, problem-solving, and decision-making capabilities beyond basic guidance provision.
Education · 3 papers · avg 2026 · weak evidence - Longitudinal studies or mixed-method approaches having qualitative data collection and interviews could provide deeper perceptions into the growing patterns of AI embracing with the passage of time.
Longitudinal studies or mixed-method approaches having qualitative data collection and interviews could provide deeper perceptions into the growing patterns of AI embracing with the passage of time.
Education · 3 papers · avg 2026 · weak evidence - The study identifies that AI tools showing low transparency in outputs (43% disagreement) is a significant student concern, but deeper investigation into explainability mechanisms and their effectiven
The study identifies that AI tools showing low transparency in outputs (43% disagreement) is a significant student concern, but deeper investigation into explainability mechanisms and their effectiveness is needed.
Education · 3 papers · avg 2026 · weak evidence - Limited discussion of AI integration specifics, training data, accuracy metrics for pronunciation assessment, or potential biases in the AI pronunciation check feature.
Limited discussion of AI integration specifics, training data, accuracy metrics for pronunciation assessment, or potential biases in the AI pronunciation check feature.
Education · 3 papers · avg 2026 · weak evidence - The synergistic effects of school and family-level support in establishing sustained learning environments need more empirical investigation.
The synergistic effects of school and family-level support in establishing sustained learning environments need more empirical investigation.
Education · 3 papers · avg 2026 · weak evidence - The relationship between teachers' AI literacy and student outcomes has not been sufficiently investigated to establish the educational value of AI literacy initiatives.
The relationship between teachers' AI literacy and student outcomes has not been sufficiently investigated to establish the educational value of AI literacy initiatives.
Education · 3 papers · avg 2026 · weak evidence - Most existing studies examine the initial adoption of AI tools, not the long-term use of Artificial Intelligence tools in K-12 education.
Most existing studies examine the initial adoption of AI tools, not the long-term use of Artificial Intelligence tools in K-12 education.
Education · 3 papers · avg 2026 · weak evidence - The study does not address long-term retention of learning outcomes or sustained engagement with the digital media beyond the testing period.
The study does not address long-term retention of learning outcomes or sustained engagement with the digital media beyond the testing period.
Education · 3 papers · avg 2026 · weak evidence - While the framework is contextualized within IIUM's Islamization vision, its core components are adaptable across institutions and need to be tested across diverse learning environments and institutio
While the framework is contextualized within IIUM's Islamization vision, its core components are adaptable across institutions and need to be tested across diverse learning environments and institutional contexts.
Education · 3 papers · avg 2026 · weak evidence - The study focuses on a single class at the elementary school level; broader implementation across different grade levels and school contexts needs to be explored.
The study focuses on a single class at the elementary school level; broader implementation across different grade levels and school contexts needs to be explored.
Education · 3 papers · avg 2026 · weak evidence - The study does not address how the proposed enhancement programs should be tailored based on individual pre-service teacher needs, learning styles, or school contexts.
The study does not address how the proposed enhancement programs should be tailored based on individual pre-service teacher needs, learning styles, or school contexts.
Education · 3 papers · avg 2026 · weak evidence - The specific mechanisms of how teacher support indirectly affects learning efficacy by regulating students' psychological states require further empirical exploration.
The specific mechanisms of how teacher support indirectly affects learning efficacy by regulating students' psychological states require further empirical exploration.
Education · 3 papers · avg 2026 · weak evidence - The relationship between digital literacy levels of faculty and student learning outcomes is implied but not systematically investigated or theoretically modeled.
The relationship between digital literacy levels of faculty and student learning outcomes is implied but not systematically investigated or theoretically modeled.
Education · 3 papers · avg 2026 · weak evidence - The effectiveness of ChatGPT in complementing teacher assessment of undergraduate academic writing requires systematic evaluation.
The effectiveness of ChatGPT in complementing teacher assessment of undergraduate academic writing requires systematic evaluation.
Education · 3 papers · avg 2025 · weak evidence - Perform applied research to compare the real-world deployment of GenAI-enhanced pedagogies to traditional methods.
Perform applied research to compare the real-world deployment of GenAI-enhanced pedagogies to traditional methods.
Education · 3 papers · avg 2026 · weak evidence - The study does not compare perceived effectiveness with actual project outcomes, success metrics, or performance data.
The study does not compare perceived effectiveness with actual project outcomes, success metrics, or performance data.
Engineering · 3 papers · avg 2026 · weak evidence - This is not a systematic review or meta-analysis; thus, it does not provide quantitative comparisons of therapeutic efficacy.
This is not a systematic review or meta-analysis; thus, it does not provide quantitative comparisons of therapeutic efficacy.
Medicine · 3 papers · avg 2026 · weak evidence - The heterogeneity of study designs and outcome measurements prevented quantitative meta-analysis.
The heterogeneity of study designs and outcome measurements prevented quantitative meta-analysis.
Medicine · 3 papers · avg 2026 · weak evidence - An architecture of data collection, storage, processing, algorithms and integration in the clinical system and validation of AI support is necessary.
An architecture of data collection, storage, processing, algorithms and integration in the clinical system and validation of AI support is necessary.
Medicine · 3 papers · avg 2026 · weak evidence - Small sample sizes in each treatment group (EFG n=5, PE n=4, IVIg n=8), limiting statistical power and generalizability of findings across treatment modalities.
Small sample sizes in each treatment group (EFG n=5, PE n=4, IVIg n=8), limiting statistical power and generalizability of findings across treatment modalities.
Medicine · 3 papers · avg 2026 · weak evidence - The underlying etiology for the development of bronchiectasis in this patient is not fully explored or discussed in the case presentation.
The underlying etiology for the development of bronchiectasis in this patient is not fully explored or discussed in the case presentation.
Medicine · 3 papers · avg 2020.7 · weak evidence - The generalizability and applicability of findings to diverse patient populations and healthcare settings is not addressed.
The generalizability and applicability of findings to diverse patient populations and healthcare settings is not addressed.
Medicine · 3 papers · avg 2022.3 · weak evidence - Sample sizes within some studies were modest, which may restrict the generalizability of the reported findings.
Sample sizes within some studies were modest, which may restrict the generalizability of the reported findings.
Medicine · 3 papers · avg 2026 · weak evidence - The retrospective design of the study limits the ability to establish causal relationships.
The retrospective design of the study limits the ability to establish causal relationships.
Psychology · 3 papers · avg 2024.7 · weak evidence - Terbatasnya akses internet di beberapa daerah dan kurangnya pelatihan digital bagi…
Terbatasnya akses internet di beberapa daerah dan kurangnya pelatihan digital bagi…
Education · 3 papers · avg 2026 · weak evidence - Durante los 12 meses de seguimiento no se controlaron las experiencias educativas intermedias de los…
Durante los 12 meses de seguimiento no se controlaron las experiencias educativas intermedias de los…
Education · 3 papers · avg 2026 · weak evidence - The study identifies a gap in the understanding of Turkish language course anxiety and reading anxiety among Syrian primary school students in Turkey. The study highlights the need for research on the
The study identifies a gap in the understanding of Turkish language course anxiety and reading anxiety among Syrian primary school students in Turkey. The study highlights the need for research on the relationship between Turkish language c
Psychology · 3 papers · avg 2018.7 · weak evidence - These observations reveal that current control practices are insufficient and highlight the urgent necessity for the development and implementation of targeted, sustainable strategies aimed at managin
These observations reveal that current control practices are insufficient and highlight the urgent necessity for the development and implementation of targeted, sustainable strategies aimed at managing helminth infections effectively.
Agriculture · 3 papers · avg 2026 · weak evidence - Future studies are needed to evaluate the economic, ecological, and social impacts of this agriculture-livestock integration technology.
Future studies are needed to evaluate the economic, ecological, and social impacts of this agriculture-livestock integration technology.
Agriculture · 3 papers · avg 2025.6 · weak evidence - However, insufficient information is available on the mineral content of this product and how fertilization might influence it.
However, insufficient information is available on the mineral content of this product and how fertilization might influence it.
Agriculture · 3 papers · avg 2015.7 · weak evidence - The study is limited by the availability of high-quality studies, with 21 studies categorised as high quality, 10 as moderate quality, and 2 as lower quality. The primary limitations in lower-quality
The study is limited by the availability of high-quality studies, with 21 studies categorised as high quality, 10 as moderate quality, and 2 as lower quality. The primary limitations in lower-quality studies pertained to sampling methodolog
Agriculture · 3 papers · avg 2026 · weak evidence - ABSTRACT Iridium‐containing complex oxides are attractive catalysts for the oxygen evolution reaction (OER) in acidic media, but the link between their structure and long‐term performance remains poor
ABSTRACT Iridium‐containing complex oxides are attractive catalysts for the oxygen evolution reaction (OER) in acidic media, but the link between their structure and long‐term performance remains poorly defined.
Chemistry · 3 papers · avg 2024.7 · weak evidence - Although female entrepreneurship is attracting more and more researchers, it is still considered as an understudied field of research Contribution & Value Added: Research on female entrepreneurship ha
Although female entrepreneurship is attracting more and more researchers, it is still considered as an understudied field of research Contribution & Value Added: Research on female entrepreneurship has intensified since the early 80s, but f
Engineering · 3 papers · avg 2018 · weak evidence - Research limitations/implications The paper has implications in enhancing the understanding of performance management through understanding the relationship between corporate social responsibility and
Research limitations/implications The paper has implications in enhancing the understanding of performance management through understanding the relationship between corporate social responsibility and financial performance particularly in a
Engineering · 3 papers · avg 2019.3 · weak evidence - Although the relationship between both need frustration and, particularly, need satisfaction and different motivational regulations for exercise has been widely examined in the literature, little is k
Although the relationship between both need frustration and, particularly, need satisfaction and different motivational regulations for exercise has been widely examined in the literature, little is known about the co-occurrence of both nee
Psychology · 3 papers · avg 2024.3 · weak evidence