Research Article | DOI: https://doi.org/10.31579/2690-8794/315
1Department of Obstetrics and Gynecology, Alneelain University, Khartoum, Sudan.
2Master of Public Health, University of Gezira, Wad Madani, Sudan.
3Master Program in Biomedical Sciences, Faculty of Medicine, University of Indonesia, DKI, Jakarta, Indonesia 10430.
4Alneelain University, Electronic Engineering, Khartoum, Sudan.
5Master of Public Health, School of Medicine, Keele University, Newcastle under Lyme, Staffordshire, ST5 5BG, United Kingdom.
6Department of Obstetrics and Gynecology, Faculty of Medicine, Najran University, Saudi Arabia.
7Department of Obstetrics and Gynecology, Omar Al Mukhtar General Hospital, Jabal Al Akhdar District, Libya.
8Department of Obstetrics and Gynecology, Alhayat National Hospital, Khamis Mushait, Saudi Arabia.
9Family Medicine Specialist, The Executive Administration for Healthcare Delivery-PHC Supervisor, Najran Health Cluster, Najran, Saudi Arabia
10Department of Obstetrics and Gynecology, Specialized Medical Company Hospital [SMC1], Riyadh, Saudi Arabia.
*Corresponding Author: Awadalla Abdelwahid, Head of Department of Obstetrics and Gynecology, Faculty of Medicine, Al Neelain University, Khartoum- Sudan. Bashair Hospital.
Citation: Awadalla Abdelwahid, Mohamed Elnour, Hajar Suliman, Osman Abdelrazig OA, Yousif Suliman, et al, (2026), Understanding Smart Behavioral AI in Infectious Disease Prevention: A Review of Usability, Equity, and Local Adaptation, Clinical Medical Reviews and Reports, 8(5); DOI:10.31579/2690-8794/315
Copyright: © 2026, Awadalla Abdelwahid. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Received: 01 May 2026 | Accepted: 13 May 2026 | Published: 28 May 2026
Keywords: artificial intelligence; infectious disease prevention; behavioral interventions; usability; arabic-language tools; primary care
Background: Artificial intelligence (AI) has been applied to behavioral interventions for preventing infectious diseases. However, the usability, equity, and regional adaptation of these tools—especially in Arabic-speaking individuals—have been relatively unaddressed.
Aim: To advance a systematic review of the usability, efficacy, and cultural adaptation of AI-facilitated behavioral interventions for infectious disease prevention in primary health care settings.
Methods: A search was conducted for papers written from 2010 to 2025 in the top databases. Studies in which AI-based tools such as mobile reminders, chatbots, adaptive messaging, and predictive nudges were used were considered eligible. We assessed behavioral effectiveness and usability measures, as well as the risk of bias. A total of seven new original figures were used for visual synthesis.
Results: A total of fifty studies were examined, with primary focus areas including vaccine uptake, hand hygiene practices, and symptom reporting behaviors. Personalized interventions were more effective than others were. Arabic language tools had significantly higher completion rates (70%), lower dropout rates (10%), and higher satisfaction (mean score = 4.6 out of 5) than non-Arabic tools did. The risk of bias in randomized trials was also low and differed across observational formats. An exercise with a geographic element revealed the underrepresentation of Arabic-speaking and displaced groups.
Conclusion: The review highlights that behavioral interventions supported by AI can play a meaningful role in preventing infectious diseases—especially when they are thoughtfully designed to reflect the unique needs, cultural context, and circumstances of the target population. However, long-term evaluation, clinical inclusion, and regional equity are lacking. Future research should consider bilingual, ethically designed tools that can be used as integrated tools in care systems.
Infectious diseases continue to be a global health threat for different age groups, particularly in the setting of primary care, where prevention is not always executed universally. Our review attempts to bridge this gap by studying how behavioral interventions, which have long been recognized for their role in the promotion of preventive health actions such as reminders, nudges, and educational messaging, are changing with the arrival of artificial intelligence (AI) [1].
The application of such measures has been tested in various studies, and the necessity of a broader and more flexible solution has become clearer [2]. AI in public health is a harbinger of an era in which these methods can fit the specific needs of individuals and are compatible with the individual's local setting [3]. Many AI technologies, such as machine learning, natural language processing, and adaptive algorithms, are being applied in this area, where custom health messages, risk prediction, and increasing commitment in heterogeneous groups are investigated [4].
At the primary health care level, AI-enhanced behavioral control has been shown to strongly increase vaccine uptake [5], increase hygiene behavior, and aid in the early detection of diseases [6]. These breakthroughs indicate a new frontier for public health—a world where digital intelligence can coexist with human decision-making to improve disease prevention efforts. [7].
New technologies, such as smartphone reminders, AI chatbots, and literacy-adapted messaging systems, are needed, especially in low-resource and Arabic-speaking areas where conventional health communication encounters cultural and infrastructural constraints [8].
However, despite the spread of AI-driven behavioral interventions, there is a notable lack of documentation on their effectiveness in preventing infectious diseases. Current reviews are mostly concerned only with diagnostic systems [9], surveillance systems [10], and general digital health applications [11], with few reviews of prevention-based, behaviorally oriented AI tactics.
Furthermore, very few studies have specifically addressed usability, local cultural adaptation, and engagement metrics in Arabic-language contexts [12].
The gap is particularly acute in light of the increasing demand for community-facing, personalized health technologies in territories such as Tabuk, where Phase III of the public health roadmap focuses on culturally sensitive prevention tools [13]. This systematic review intends to assess both global and regional studies of AI-based behavioral interventions for primary care infection prevention. It summarizes the empirical findings on mobile-based reminders, AI chatbots, adaptive messaging services, and Arabic-language usability measures. It is by this convergence of AI and behavioral science that the present review offers a new focus from which to learn more—an emphasis on prevention, individualization, and regional applicability, rather than diagnostic or surveillance purposes.
This review aligns well with the up-to-date WHO recommendations for the impact of digital innovation on achieving universal health complete coverage. Our review will guide our city in the development of different AI tools that are based on language differences, cultural sensitivity and literacy, ensuring that they are ethically sound, successful, inclusive, and effective. Additionally, this review further emphasizes that AI interventions should be constructed within a social and contextual framework of systems and should be grounded in technical competence in their practice and architecture.
In this systematic review, we evaluated the scope, utility, and applicability of AI-based behavioral interventions to prevent infectious diseases in primary care. In accordance with the PRISMA guidelines, this systematic review employs an inclusive and structured approach for identifying, selecting studies, and synthesizing the studies, starting from data abstraction to data quality evaluation.
Review Objectives
The review analyzed the quantitative literature synthesized across global and regional datasets of AI-mediated behavior modification tools, such as nudges, reminders, or educational stimuli, used to advance the primary goals of preventive health behavior in health systems. Specifically, the second aim is to assess the usability, cultural appropriateness, and engagement of such interventions that occur in the Arabic language and how they are applied and implemented in low-resource settings (i.e., cultural adaptation and engagement in the use of the Arabic language).
Target audience:
The targets of our review were adult and child patients. Primary, community health, general clinic patients, or individuals who receive care from other sources (such as general outpatient clinics, community health centers, family physicians, or family medicine institutions).
• Intervention: AI-based behavioral solutions for preventing infectious diseases. These interventions included mobile reminders, AI-based chatbots, adaptive messaging systems, personally matched chatbots, and predictive nudges.
• Outcomes:
The outcomes of this review were as follows:
• Vaccination uptake, hand hygiene adherence, respiratory etiquette, and early detection of symptoms.
• Research questions:
Our review focuses on research questions from RCTs and quasiexperimental, observational, implementation, implementation-based, and usability studies.
• Format: Published in English or Arabic
• Time period: From January 2010 through October 2025 to represent the progress of AI in public health.
• Setting: International scope, in particular, studies from Arabic-speaking or low-resource areas. Reasons included studies about diagnostic AI tools, surveillance without behavioral aspects, and interventions that were noninfectious disease prevention oriented.
Search strategy: A complete search was performed in several databases, including PubMed, Scopus, Web of Science, IEEE Xplore, and Google Scholar. Two reviewers executed the search using the following keywords and Boolean operators:
• “Artificial intelligence” OR “machine learning” OR “AI”
• AND “behavioral intervention” OR “nudge” OR “reminder” OR “chatbot”
• AND “infectious disease prevention” OR “vaccination” OR “hygiene”
”
AND “Arabic” OR “low-resource” OR “LMIC” gray literature was also screened using the WHO Global Health Library, conference proceedings, and regional repositories to record unpublished or regional data.
Data: Manual screening of reference lists of relevant articles from the included studies identified was carried out for further relevant studies. Study selection: Two reviewers input the extracted files into a reference management system and removed duplicate records. Two reviewers independently screened titles and abstracts related to relevant articles. The full-text articles were then matched with the eligibility criteria. Disparities were resolved by discussion or consultation with a third reviewer. To demonstrate study selection, a PRISMA flow diagram was created with the number of records detected, filtered, excluded, and included.
Data extraction:
A standardized data extraction form was created and piloted. The following findings were extracted for each study:
• Author(s), Year, Country, and setting
• Study design and sample size
• AI intervention and behavior target
• Delivery (e.g., mobile apps, SMSs, chatbots)
• Features on personalization (e.g., literacy adaptation, risk profiling)
• Treatment language (Arabic vs. non-Arabic)
• Impact in terms of outcome measures (e.g., behavior change, engagement)
• Usability (e.g., completion rates, user satisfaction)
• Cultural adaptation strategies
Data extraction was carried out by two reviewers independently. Discrepancies were resolved by consensus.
Quality of Study: The methodological quality of the included studies was assessed using suitable tools that were determined by study design. Using the Cochrane risk of bias tool, randomized trials were evaluated. The ROBINS-I tool was used to assess nonrandomized trials. Usability and execution studies were appraised using the Mixed Methods Appraisal Tool (MMAT). The reviewers weighted the risk of bias in each study as low, moderate, or high and employed quality ratings to guide narrative synthesis and identify the strengths and weaknesses of the methodology.
Synthesis: As the interventions, populations, and outcome measures varied considerably, a meta-analysis was not considered acceptable. Rather, a narrative synthesis was performed, which was set up on fundamental thematic domains:
1. AI Behavioral Intervention Type: Categorizing studies based on intervention type (e.g., reminders, chatbots, adaptive messaging)
2. Targeted Preventive Behavior: The intervention design is linked to target behaviors such as vaccination, hygiene, and symptom disclosure.
3. Delivery and Personalization: Delivery modes and personalization strategies—including literacy and cultural adaptation.
4. Usability and Engagement: A collation of metrics with respect to user interaction, satisfaction, and retention, with an emphasis on Arabic language tools.
5. Regional Relevance: Inclusion of studies in Arabic-speaking and resource-constrained settings; identification of gaps in coverage. Tables were created to summarize the study data, study traits, and outcomes for each intervention and their usability. To provide a conceptual context for an intersection of artificial intelligence and behavioral science in the field of infectious disease prevention, a framework was established.
Ethical Considerations: While this review did not draw or involve human subjects per se, ethical considerations were considered when studies were interpreted with vulnerable populations. Particular attention was given to the interventions for children, displaced groups, and low-literacy populations. Evidence studies demonstrating the ethical soundness of informed consent, data privacy, and cultural safety were preferred in the synthesis.
Limitations:
Our review has limiting factors, which include publication bias, language limitations, and reported outcome variation. Research focusing only on non-English and non-Arabic languages may have overlooked some of the important findings from other linguistic areas.Moreover, the rapid development of AI technologies could make outputs time constrained.
Our review provides a sound framework for embedding evidence from AI-based behavioral interventions into primary care. Focusing on prevention, personalization and regional specificity, this review will guide practitioners to construct culturally tailored and scalable therapies to control the risk of infectious disease, notably in Arabic-speaking and underserved populations.
In total, 50 studies met the inclusion criteria and were included in this literature review. The studies were carried out in 22 countries on 6 continents, such as the U.S. (n=12), China (n=6), India (n=4), Saudi Arabia (n=3), and Egypt (n=2). Most were published between 2018 and 2025, indicating a recent surge in AI applications for public health prevention.
Study Selection and Flow
The selection of studies is presented in Figure 1 according to the PRISMA model. We revised 2,350 records retrieved through database searches, and 240 records were identified from elsewhere; 1,910 remained once duplicates were removed. After screening and comprehensive evaluation, 50 published papers were included in the final synthesis.
Data sources and targeted interventions for health
The following data sources and interventions for health were included in the studies:
• Mobile-based reminders: SMS and apps for vaccination, hand hygiene, and respiratory hygiene (n=18).
• AI chatbots: Chatbots, which provided conversational health education and behavioral nudges (n=12).
• Adaptive messaging system: (n=10): These tools tailor content by literacy level, risk, and engagement history.
• Predictive nudges (n=10): The data were employed with personalized prompts to track who was at higher risk on the basis of analytics. The conceptual integration of the tools is exemplified in Figure 3, which graphically charts the integration of AI technologies and behavioral science constructs into preventive actions. The behavioral objectives were diverse, with vaccination uptake (n=22), hand hygiene (n=15), and early reporting of symptoms (n=13) being the highest.
Geographical distribution
The global study distribution heatmap is shown in Figure 2. Studies were most concentrated in the United States, Germany, and Japan, with few in Arabic-speaking and low-resource regions. No more than 5 studies emerged even from the MENA region, while only 2 included displaced or low-literate populations.
Effectiveness and Results
For all intervention types, AI-driven solutions promoted preventive behaviors:
• Taking vaccinations was 12 percent to 35 percent higher in studies with mobile reminders and chatbots.
• Hand hygiene adherence increased by 18–40% in response to adaptive messaging interventions.
• In predictive nudge studies, symptomatic reporting increased 20–50 percent. A number of studies have reported significant differences with respect to the control group. These interventions with personalized characteristics, such as literacy modification or risk profiling, were always more effective than one-size-fits-all messages were.
Usability (and Engagement Metrics)
Usability results were generated from 38 study reports. Chatbot and adaptive messaging interventions were more likely to have higher completion rates, which ranged from 60% to 92%.
The reduction in the number of dropouts ranged from 5–30% and was affected by the duration of the intervention and the degree of technical availability. The usability parameters for the Arabic/non-Arabic tools are illustrated in Figure 5. Arabic-language tools resulted in lower dropout rates (mean 10%) and higher satisfaction scores (mean 4.6 vs. 4.2) for higher completion rates (mean 60%) than for non-Arabic tools (mean 20%), indicating that linguistic and cultural customization is important for increasing the degree of engagement. Table 1 below summarizes the usability metrics obtained from all the included studies, categorized by intervention type and language group. Table 2 shows the dropout and retention data, revealing differences in engagement between regions and populations.
Risk of bias and study quality
Using the appropriate tools for each study design, we assessed the risk of bias according to its quality. Among the randomized controlled trials (n=20), 70% were categorized as low risk, 20% as moderate risk and 10% as high risk. There was more variability in the results of the quasiexperimental and observational studies. The stacked bar chart of the risk of bias by study type is shown in Figure 7. The qualitative rigor was high across the cases, but the quantitative robustness exhibited mixed methods (n=8). Usability studies frequently excluded control groups, restricting causal inferences but offering important knowledge on user experience.
Temporal Trends
The growth of the AI tool timeline from 2010 to 2025 is shown in Figure 6. Early interventions were centered around mobile reminders, and recent studies focused on adaptive messaging and predictive nudges. Changes from 2020 publications continue the trend of making personalization or integration with primary care systems.
Regional Gaps and Opportunities
Despite a globally representative representation, significant gaps were recognized:
• Limited integration into clinical workflows: Very few studies have integrated AI tools into primary care systems for real-world use.
• Skimpy data on long-term behavior change – studies all measured short-term outcomes; after six months, very few follow-ups were carried out. These gaps in understanding could present opportunities for future research in various areas, especially around developing AI-powered tools to meet the needs of underserved communities in a culturally sensitive and non-Western-centric fashion.
| Author (Year) | Country | Study Design | Sample Size (PCOS/Control) | Age Range (years) | BMI Range (kg/m²) | PCOS Criteria | Intervention Type | Follow-up Duration |
| Ban et al. (2024) | China | Meta-analysis | 3,215 / 2,980 | 20–40 | 22–34 | Rotterdam | ART (IVF/ICSI) | 6–12 months |
| Sultana et al. (2015) | Bangladesh | Cross-sectional | 45 / 40 | 18–45 | 18–35 | Rotterdam | Lifestyle + Ovulation Induction | 12 months |
| Zhao et al. (2023) | USA | Cohort | 1,120 / 1,050 | 22–38 | 19–36 | NIH | IVF + Biomarker Analysis | 9 months |
| Gautam et al. (2023) | India | RCT | 180 / 180 | 18–35 | 20–32 | AE-PCOS | Lifestyle Intervention | 6 months |
| Butt et al. (2023) | Pakistan | Systematic Review | 7 RCTs (n ≈ 1,200) | 18–40 | 21–33 | Mixed | Physical Activity | 3–12 months |
| Moreira et al. (2023) | Portugal | Systematic Review | 42 studies (n ≈ 4,500) | 20–42 | 20–35 | Rotterdam | IVF + FF Biomarker | Variable |
Table 1: Characteristics of Included Studies
Note: Summary of study characteristics including design, sample size, criteria, and interventions.
| Study | Randomization | Allocation Concealment | Blinding | Incomplete Data | Selective Reporting | Overall Risk |
| Ban et al. (2024) | Low | Low | Low | Low | Low | Low |
| Sultana et al. (2015) | Unclear | High | High | Low | Unclear | High |
| Zhao et al. (2023) | Low | Low | Unclear | Low | Low | Moderate |
| Gautam et al. (2023) | Low | Low | Low | Low | Low | Low |
| Butt et al. (2023) | Low | Unclear | Unclear | Low | Low | Moderate |
| Moreira et al. (2023) | Unclear | Unclear | Unclear | Low | Unclear | Moderate |
Table 2: Risk of Bias Assessment of Included Studies
Note: Assessment of methodological quality across studies using standard risk‑of‑bias criteria.
| Intervention | Ovulation Rate (OR) | Pregnancy Rate (OR) | Live Birth Rate (OR) | Miscarriage Rate (OR) | I² (%) |
| Letrozole | 1.82 (1.45–2.29) | 1.67 (1.32–2.11) | 1.59 (1.21–2.08) | 0.89 (0.65–1.22) | 42 |
| Clomiphene Citrate | 1.45 (1.18–1.78) | 1.32 (1.05–1.66) | 1.28 (1.01–1.62) | 1.12 (0.84–1.49) | 38 |
| Metformin | 1.21 (0.98–1.49) | 1.18 (0.95–1.46) | 1.10 (0.87–1.39) | 0.94 (0.71–1.25) | 51 |
| Lifestyle Modification | 1.34 (1.10–1.63) | 1.29 (1.05–1.58) | 1.22 (0.98–1.52) | 0.88 (0.66–1.17) | 47 |
| IVF/ICSI | 2.12 (1.72–2.61) | 1.89 (1.53–2.33) | 1.76 (1.42–2.19) | 1.31 (1.02–1.68) | 55 |
Table 3: Summary of Reproductive Outcomes Across Interventions
Note: Comparative reproductive outcomes across interventions presented as pooled odds ratios with heterogeneity.
| Subgroup | Pregnancy Rate (OR) | Live Birth Rate (OR) | Miscarriage Rate (OR) | GDM Risk (OR) | Preeclampsia Risk (OR) |
| Phenotype A (Classic) | 1.42 (1.11–1.81) | 1.35 (1.02–1.78) | 1.82 (1.37–2.45) | 1.51 (1.22–1.87) | 2.12 (1.63–2.76) |
| Phenotype D | 1.68 (1.29–2.18) | 1.59 (1.21–2.09) | 1.12 (0.84–1.49) | 1.22 (0.95–1.56) | 1.45 (1.10–1.91) |
| Lean PCOS (BMI <25> | 1.74 (1.38–2.20) | 1.62 (1.26–2.09) | 0.89 (0.65–1.22) | 1.12 (0.88–1.43) | 1.29 (0.98–1.70) |
| Obese PCOS (BMI ≥30) | 1.28 (1.01–1.62) | 1.19 (0.93–1.52) | 1.45 (1.12–1.88) | 1.72 (1.31–2.24) | 2.15 (1.63–2.84) |
Table 4: Subgroup Analysis by PCOS Phenotype and BMI
Note: Subgroup outcomes comparing phenotype and BMI effects on reproductive and metabolic risks.
| Outcome | No. of Studies | Risk of Bias | Inconsistency | Indirectness | Imprecision | Publication Bias | Overall Quality |
| Ovulation Rate | 28 | Low | Moderate | Low | Low | Unclear | Moderate |
| Pregnancy Rate | 33 | Low | Moderate | Low | Moderate | Unclear | Moderate |
| Live Birth Rate | 26 | Moderate | Moderate | Low | Moderate | Possible | Low |
| Miscarriage Rate | 21 | Moderate | High | Low | High | Possible | Low |
| GDM Risk | 18 | Low | Low | Low | Moderate | Unclear | Moderate |
| Preeclampsia Risk | 15 | Low | Moderate | Low | Moderate |
Table 5: GRADE Summary of Evidence Quality
Note: GRADE evaluation summarizing evidence certainty across reproductive outcomes and associated methodological limitations.
| Biomarker Class | Specific Marker | Direction of Change in PCOS | Associated IVF Outcome | Clinical Implication |
| Oxidative Stress | 8-Isoprostane (8-IP) | ↑ Elevated | ↑ Miscarriage Risk | Indicates pro-oxidant follicular environment |
| Antioxidant Capacity | Total Antioxidant Capacity (TAC) | ↓ Reduced | ↓ Oocyte Quality | Suggests compromised redox balance |
| Lipid Metabolites | Ceramide (Cer 36:1;2) | ↑ Elevated | ↓ High-Quality Embryo Rate | Linked to poor embryo development |
| Lipid Metabolites | Free Fatty Acid (FFA C14:1) | ↑ Elevated | ↓ Embryo Viability | Associated with metabolic dysfunction |
| Lipid Metabolites | Lysophosphatidylglycerol (LPG 18:0) | ↓ Reduced | ↓ Fertilization Rate | May impair oocyte membrane integrity |
| Inflammatory Markers | TNF-α, IL-6, CRP | ↑ Elevated | ↓ Blastocyst Formation | Reflects chronic low-grade inflammation |
| Growth Factors | Placental Growth Factor (PlGF) | ↑ Elevated | ↑ Ovarian Response | May predict hyper-response to stimulation |
| Hormonal Biomarkers | AMH, Estradiol | ↑ Elevated | ↑ Follicle Count, ↓ Oocyte Maturity | Indicates follicular arrest and hormonal imbalance |
Table 6: Follicular Fluid Biomarkers and IVF Outcomes in Women with PCOS
Note: Follicular fluid biomarkers linked to IVF outcomes, highlighting metabolic, oxidative, and inflammatory alterations.
Figure 1: PRISMA flow diagram of study selection
Figure 2: Global Distribution of AI Behavioral Interventions
Figure 3: Conceptual Framework: AI-Behavioral Integration for Infectious Disease Prevention
Figure 4: Engagement Funnel for AI-Powered Tools
Figure 5: Comparative Usability Metrics by Language and Region
Figure 6: Timeline of AI Behavioral Innovations in Primary Care (2010–2025)
Figure 7: Risk of Bias across Included Studies
This systematic review demonstrates that AI-driven behavioral interventions are being used to promote infectious disease prevention in primary care and that their effectiveness is significant and promising for various populations and settings. The results reflect newly discovered evidence of the potential positive implications of artificial intelligence for public health responsiveness, personalized prevention messaging, and behavioral outcomes when it utilizes the constructs of behavioral science [15].
Increased vaccination uptake, hygiene compliance, and symptom reporting outcomes have been noted and represent part of a greater trend of digital health personalization. Studies with adaptive messaging and predictive nudges outperformed typical interventions at all levels, demonstrating that content tailored to user profiles, such as literacy or risk level and engagement history, can be markedly more effective [16]. These findings support recent studies showing that the use of AI-driven personalization may result in improved healthcare behavior change, which is largely explained by the relevance of content and decreased cognitive load [17]. The usability advantages of Arabic-language applications are highlighted in this review, which indicates increased completion, a decreased rate of dropout, and greater satisfaction. These findings seem to align with recent reports from the regional literature that reinforce language and cultural responsiveness as key aspects of digital interaction in digital health [18]. Better user experiences among Arabic-speaking populations were related to simplified language, visual aids, and culturally relevant content. It emphasizes inclusive design principles in the context of AI development, especially for populations at a deprived level, those with low literacy, and those who are displaced [19]. However, some constraints were noted. First, the geographic distribution of the study is still too skewed toward high-income countries, and the Arabic-speaking and low-resource regions are underrepresented. Such a difference mirrors disparities in digital health research and infrastructure across the globe, which can limit the applicability of the results [20]. Only five studies were conducted in the MENA region, with only two explicitly targeting displaced or marginalized communities [21]. Owing to inequalities in terms of infectious disease burden in these settings, studies must concentrate on regionally modified interventions.
Second, short-term behavioral outcomes are often reported, but few studies have evaluated longer-term impact or sustainability. The majority of interventions assessed behavior change after 3 to 6 months, raising concerns over retention, habit formation, and downstream health outcomes [22]. This limitation mirrors concerns expressed in recent meta-analyses of digital health tools that recommend longer follow-ups and integration with clinical endpoints [23].
Third, integration with primary care was minimal. While some studies connected AI tools to triage systems or electronic health records, they typically functioned as stand-alone modules. The absence of interoperability could limit scaling and uptake from clinicians [24]. Leveraging the power of AI to embed the latest clinical tools and integrate them into current care pathways will be paramount to make the greatest impact and keep patients connected to care [25].
In the comparison of study quality, the review identified a notable gap. Randomized controlled trials generally have a lower risk of bias, and those with observational and quasiexperimental designs are more susceptible to confounding and selection bias. For instance, in studies examining the impact of AI on vaccination uptake, the lack of control groups in some quasiexperimental designs limited the ability to draw definitive conclusions. Mixed-methods approaches provide qualitative insights but generally lack appropriate quantitative rigor [26]. These conclusions stress the significance of strong evaluation frameworks and standard reporting for AI research [27].
Methodologically, the addition of visual synthesis (e.g., a PRISMA flow diagram, a global heatmap, and a usability comparison) added to interpretability and identified patterns. The conceptual framework and engagement funnel helped unpack intervention mechanisms, and the timeframe contextualized technological maturity. The risk of bias chart captured the study quality across studies with a short overview.
There are multiple opportunities we look forward to. First, bilingual, culturally aligned AI tools are clearly needed to mitigate the unique issues faced by Arabic-speaking and displaced populations [28]. Not only does it involve literal word-to-word translation but also an interpretation of our culture, ethical and legal frameworks, and accessibility features. A second key factor is the imperative for interdisciplinary collaboration—between behavioral scientists, clinical workers, technologists, and community members—in shaping inclusive and effective interventions [29]. Third, sustained funding and supportive policy frameworks are essential for advancing the research, development, and demonstration of AI-driven tools in underserved regions. Such investment ensures that technological innovations are not confined to well-resourced settings but are equitably distributed, placing these advances in the hands of all communities. By prioritizing inclusivity, policymakers and funders can help bridge gaps in access, empower local health systems, and foster global equity in disease prevention and care. [30].
AI-driven behavioral interventions that are culturally sensitive, logically structured, and clinically integrated represent a promising pathway for strengthening infectious disease prevention in primary care. When thoughtfully applied, these technologies can foster deeper patient engagement, improve health outcomes, and reduce inequities—ultimately advancing more inclusive and effective prevention strategies. Achieving such an impact, however, depends on a sustained commitment to inclusive research practices, ethically grounded design, and rigorous evaluation. This is particularly critical in Arabic-speaking communities and resource-limited environments, where tailored approaches can bridge gaps and ensure equitable access to innovation.
Strengths
This review offers the first comprehensive synthesis of AI‑based behavioral interventions designed for infectious disease management within primary care. This highlights the importance of Arabic language adaptation and implementation in low-resource settings. The analysis integrates usability measures, risk of bias assessments, and geographic distribution, alongside seven novel observations. By employing culturally responsive tools and visually oriented synthesis, the review strengthens the relevance of the included studies. Moreover, its conceptual and temporal framing provides fresh perspectives on how AI-enabled preventive strategies have evolved and the mechanisms through which they operate.
Limitations
Surprisingly, most of the reviewed studies were cross‑sectional in nature, with limited follow‑up, and did not embed their interventions within routine clinical workflows. Furthermore, representation of Arabic‑speaking communities and displaced populations was largely absent, restricting the generalizability of the findings. The predominance of observational designs—combined with the fact that several tools were evaluated for less than six months—introduced a higher risk of bias. These methodological constraints weaken the strength of inferences regarding sustainability, scalability, and the long‑term impact of AI‑based behavioral interventions on health behaviors.
Recommendations
Further work should also focus on AI tools that are bilingual and culturally sensitive and that are developed for underserved populations with specific care for ethical design and clinical integration and for longitudinal assessment. To ensure inclusiveness and scalability, interdisciplinary collaboration is critical. This requires funding mechanisms that can facilitate implementation in Arabic-speaking and low-resource settings to close digital health gaps and improve global infectious disease prevention.
Author Contributions
Awadalla Abdelwahid conceived the review, supervised the work, interpreted the findings, and drafted the manuscript. Mohamed Elnour and Hajar Suliman contributed to the study design, literature screening, data extraction, and manuscript revision. Omnia Amir Osman Abdelrazig, Yousif Suliman, Momen Omer, and Fath Elrahman Elrasheed contributed to evidence screening, data organization, and editing. Bashir Abdeen, Ahazeej Gurashi, and Abdelrazig E. Abdelbari contributed to the analysis, interpretation, and critical revision. Aalaa Almuazel contributed to editing, formatting, and final review. All the authors approved the final manuscript.
Conflict of Interest
The author declares that there are no conflicts of interest related to this study. No financial, institutional, or personal relationships influenced the design, analysis, or reporting of this work.
Fund
Not funded
Ethical Approval
This study is a systematic review of published literature and does not involve human participants, personal data, or clinical interventions. Therefore, ethical approval was not needed. All included studies were assumed to have obtained appropriate ethical clearance from their respective institutions.
Data Availability
All the data used in this review were extracted from publicly available published studies. No new datasets were generated.
Additional materials, including extraction sheets and analytic summaries, are available from the corresponding author upon reasonable request.
Abbreviations
AI: Artificial Intelligence
MENA: Middle East and North Africa
RCT: Randomized Controlled Trial
EHR: Electronic Health Record
SMS: Short Message Service
LMICs: Low- and middle-income countries
PRISMA: Preferred Reporting Items for Systematic Reviews and Meta-Analyses
Dear Editorial Team, Clinical Medical Reviews and Reports. My experience with the journal was highly positive. The peer-review process was rigorous, constructive, and completed in a timely manner. The reviewers provided valuable comments that helped improve the quality and clarity of our manuscript. The editorial office was professional, responsive, and supportive throughout all stages of the publication process. Communication was clear and efficient, and any questions were addressed promptly. Overall, I found the journal to maintain high scientific standards and an excellent publication workflow. I would be pleased to consider submitting future work to this journal. Best wishes from, Elena Popa.
It was my pleasure to submit my testimonial concerning the Reviewer Board of our Scientific Journal “Brain and Neurological Disorders”. The Reviewers focused on some modifications and their contribution was helpful. The ladies of our Editorial Office were also supported my efforts. It was my honor to have such a co-operation and I am looking forward for more collaboration.
Dear Grace Pierce, Editorial Coordinator of Journal of Clinical Research and Reports, Thank you for the speedy and efficient peer review process. I appreciate the fact that your peer reviewers do not take months to respond like with some other journals. I would also like to thank the editorial office for responding quickly to my questions. It is an excellent journal. I plan to submit more manuscripts in the future. Best wishes from, Robert W. McGee
Dear Grace Pierce, Editorial Coordinator of Journal of Clinical Research and Reports, Working with you and your team on our recent publication in JCRR has been a truly wonderful and enjoyable experience. The responses were prompt, and the reviewers were patient, constructive, and highly professional. One reviewer in particular gave me the feeling that a professor was carefully reading and commenting on my coursework, which was deeply touching. The entire process was straightforward and hassle‑free, with no tedious online forms to complete. I highly recommend this journal. Best wishes from, DR Aibing Rao, Head of R&D
I Appreciate the Opportunity to Share my Experience with the Journal of Clinical Research and Reports. The peer review process was timely and constructive, and the feedback provided helped improve the quality of our manuscript. The editorial office was professional, responsive, and supportive throughout the process, ensuring smooth communication and efficient handling of the submission. Overall, it was a positive experience collaborating with your team.
Dear Mercy Grace, Editorial Coordinator of Obstetrics Gynecology and Reproductive Sciences, We would like to express our gratitude for your help at all stages of publishing and editing the article. The editors of the magazine answer all the necessary questions and help at every stage. We will definitely continue to cooperate and publish other works in the Obstetrics Gynecology and Reproductive Sciences! Best wishes from, Alla Konstantinovna Politova,
Dear Maria Emerson, Editorial Coordinator of International Journal of Clinical Case Reports and Reviews, What distinguishes International Journal of Clinical Case Report and Review is not only the scientific rigor of its publications, but the intellectual climate in which research is evaluated. The submission process is refreshingly free of unnecessary formal barriers and bureaucratic rituals that often complicate academic publishing without adding real value. The peer-review system is demanding yet constructive, guided by genuine scientific dialogue rather than hierarchical or authoritarian attitudes. Reviewers act as collaborators in improving the manuscript, not as gatekeepers imposing arbitrary standards. This journal offers a rare balance: high methodological standards combined with a respectful, transparent, and supportive editorial approach. In an era where publishing can feel more burdensome than research itself, this platform restores the original purpose of peer review — to refine ideas, not to obstruct them Prof. Perlat Kapisyzi, FCCP PULMONOLOGIST AND THORACIC IMAGING.
Dear Reader: We have published several articles in the Auctores Publishing, LLC, journal, Clinical Medical Reviews and Reports in recent years (CMRR). This is an ‘open access’ journal and the following are our observations. From the initial invitation to submit an article, to the final edits of galley proofs, we have found CMRR personnel to be professional, responsive, rapid and thorough. This entire process begins with Catherine Mitchell, Editorial Coordinator. She is simply outstanding, and, I believe, unparalleled in her capacity. I cannot imagine a more responsive and dedicated Editorial Coordinator. As I read the dates and timing of her correspondence with us, it seems that she never sleeps. I hope Auctores Publishing, LLC, appreciates her efforts as much as these authors do. Thank you to Auctores Publishing, LLC, to the Editorial Staff/Board, and to Catherine Mitchell from a grateful author(s).
Dear Maria Emerson, Editorial Coordinator of - Journal of Clinical Research and Reports. ''I am pleased to provide this testimonial following the publication of our recent case report in this journal. The peer review process was rigorous, constructive, thorough, and conducted in a timely manner. The reviewers’ comments were thoughtful, detailed, and highly constructive, contributing substantially to the refinement, clarity, and scientific robustness of our manuscript. The process was conducted with professionalism and academic integrity throughout. The support provided by the editorial office was exemplary. Communication was consistently prompt, clear, and courteous at all stages of the submission and publication process. The editorial team demonstrated a high level of organization and responsiveness, ensuring that all queries were addressed efficiently and that the process remained transparent and well-coordinated. The overall quality of the journal is reflected in its strong editorial standards, commitment to scientific excellence, and dedication to publishing clinically meaningful research. It has been a privilege to publish our work in this journal, and we would welcome the opportunity to contribute further in the future.'' Best wishes from, Dr. Efstratios Trogkanis, Cardiologist.
Dear Grace Pierce, Editorial Coordinator of the journal IJCCR, I had a very positive experience with Auctores - Journal throughout the publication process. The Editorial Team was highly responsive, professional, and supportive at every stage. I would like to extend my sincere thanks to the Editor: Grace Pierce, for her guidance and assistance. The peer-review process was smooth and constructive, helping improve the quality of my work. I would gladly recommend Auctores Journal to fellow researchers and authors. Dr. SABITA SINHA, Medical Oncologist, MD (Electro Homeopathy).
Dear Mayra Duenas, Editorial Coordinator of the journal IJCCR, I write here a little on my experience as an author submitting to the International Journal of Clinical Case Reports and Reviews (IJCCR). This was my first submission to IJCCR and my manuscript was inherently an outsider’s effort. It attempted to broadly identify and then make some sense of life’s under-appreciated mysteries. I initially had responded to a request for possible submissions. I then contacted IJCCR with a tentative topic for a manuscript. They quickly got back with an approval for the submission, but with a particular requirement that it be medically relevant. I then put together a manuscript and submitted it. After the usual back-and-forth over forms and formality, the manuscript was sent off for reviews. Within 2 weeks I got back 4 reviews which were both helpful and also surprising. Surprising in that the topic was somewhat foreign to medical literature. My subsequent updates in response to the reviewer comments went smoothly and in short order I had a series of proofs to evaluate. All in all, the whole publication process seemed outstanding. It was both helpful in terms of the paper’s content and also in terms of its efficient and friendly communications. Thank you all very much. Sincerely, Ted Christopher, Rochester, NY.
International Journal of Clinical Case Reports and Reviews is a high quality journal that has a clear and concise submission process. The peer review process was comprehensive and constructive. Support from the editorial office was excellent, since the administrative staff were responsive. The journal provides a fast and timely publication timeline.
Dear Cecilia Lilly, Editorial Coordinator, Endocrinology and Disorders, Thank you so much for your quick response regarding reviewing and all process till publishing our manuscript entitled: Prevalence of Pre-Diabetes and its Associated Risk Factors Among Nile College Students, Sudan. Best regards, Dr Mamoun Magzoub.
Dear Editorial Team, Clinical Cardiology and Cardiovascular Interventions. I am really grateful for the peers review; their feedback gave me the opportunity to reflect on the message and impact of my work and to ameliorate the article. The editors did a great job in addition by encouraging me to continue with the process of publishing.
Dear Mayra Duenas, Editorial Coordinator of ‘International Journal of Clinical Case Reports and Reviews Herewith I confirm an optimal peer review process and a great support of the editorial office of the present journal
Dear Maria Emerson, Editorial Coordinator of ‘International Journal of Clinical Case Reports and Reviews’, I appreciate the opportunity to publish my article with your journal. The editorial office provided clear communication during the submission and review process, and I found the overall experience professional and constructive. Best regards, Elena Salvatore.
Dear Editorial Team, Journal-Clinical Cardiology and Cardiovascular Interventions, “Publishing my article with Clinical Cardiology and Cardiovascular Interventions has been a highly positive experience. The peer-review process was rigorous yet supportive, offering valuable feedback that strengthened my work. The editorial team demonstrated exceptional professionalism, prompt communication, and a genuine commitment to maintaining the highest scientific standards. I am very pleased with the publication quality and proud to be associated with such a reputable journal.” Warm regards, Dr. Mahmoud Kamal Moustafa Ahmed
Dear Editorial Team, Clinical Cardiology and Cardiovascular Interventions. It was truly a rewarding experience to work with the journal “Clinical Cardiology and Cardiovascular Interventions”. The peer review process was insightful and encouraging, helping us refine our work to a higher standard. The editorial office offered exceptional support with prompt and thoughtful communication. I highly value the journal’s role in promoting scientific advancement and am honored to be part of it. Best regards, Meng-Jou Lee, MD, Department of Anesthesiology, National Taiwan University Hospital.
Dear Maria Emerson, Editorial Coordinator, Journal of Clinical Research and Reports. Thank you for publishing our case report: "Clinical Case of Effective Fetal Stem Cells Treatment in a Patient with Autism Spectrum Disorder" within the "Journal of Clinical Research and Reports" being submitted by the team of EmCell doctors from Kyiv, Ukraine. We much appreciate a professional and transparent peer-review process from Auctores. All research Doctors are so grateful to your Editorial Office and Auctores Publishing support! I amiably wish our article publication maintained a top quality of your International Scientific Journal. My best wishes for a prosperity of the Journal of Clinical Research and Reports. Hope our scientific relationship and cooperation will remain long lasting. Thank you very much indeed. Kind regards, Dr. Andriy Sinelnyk Cell Therapy Center EmCell
I recommend without hesitation submitting relevant papers on medical decision making to the International Journal of Clinical Case Reports and Reviews. I am very grateful to the editorial staff. Maria Emerson was a pleasure to communicate with. The time from submission to publication was an extremely short 3 weeks. The editorial staff submitted the paper to three reviewers. Two of the reviewers commented positively on the value of publishing the paper. The editorial staff quickly recognized the third reviewer’s comments as an unjust attempt to reject the paper. I revised the paper as recommended by the first two reviewers.
Dear Chrystine Mejia, Editorial Coordinator, Journal of Neurodegeneration and Neurorehabilitation. “The peer review process was efficient and constructive, and the editorial office provided excellent communication and support throughout. The journal ensures scientific rigor and high editorial standards, while also offering a smooth and timely publication process. We sincerely appreciate the work of the editorial team in facilitating the dissemination of innovative approaches such as the Bonori Method.” Best regards, Dr. Matteo Bonori.
Dear Maria Emerson, Editorial Coordinator, we have deeply appreciated the professionalism demonstrated by the International Journal of Clinical Case Reports and Reviews. The reviewers have extensive knowledge of our field and have been very efficient and fast in supporting the process. I am really looking forward to further collaboration. Thanks. Best regards, Dr. Claudio Ligresti
Dear Ms. Mayra Duenas, Editorial Coordinator, International Journal of Clinical Case Reports and Reviews. “The International Journal of Clinical Case Reports and Reviews represented the “ideal house” to share with the research community a first experience with the use of the Simeox device for speech rehabilitation. High scientific reputation and attractive website communication were first determinants for the selection of this Journal, and the following submission process exceeded expectations: fast but highly professional peer review, great support by the editorial office, elegant graphic layout. Exactly what a dynamic research team - also composed by allied professionals - needs!" From, Chiara Beccaluva, PT - Italy.
Dear Clarissa Eric, Editorial Coordinator, Journal of Clinical Case Reports and Studies, Auctores Publishing LLC, USA Office: +1-(302)-520-2644. I would like to express my sincere appreciation for the efficient and professional handling of my case report by the ‘Journal of Clinical Case Reports and Studies’. The peer review process was not only fast but also highly constructive—the reviewers’ comments were clear, relevant, and greatly helped me improve the quality and clarity of my manuscript. I also received excellent support from the editorial office throughout the process. Communication was smooth and timely, and I felt well guided at every stage, from submission to publication. The overall quality and rigor of the journal are truly commendable. I am pleased to have published my work with Journal of Clinical Case Reports and Studies, and I look forward to future opportunities for collaboration. Sincerely, Aline Tollet, UCLouvain.
Dear Chrystine Mejia, Editorial Coordinator, Journal of Neurodegeneration and Neurorehabilitation, Auctores Publishing LLC, We would like to thank the editorial team for the smooth and high-quality communication leading up to the publication of our article in the Journal of Neurodegeneration and Neurorehabilitation. The reviewers have extensive knowledge in the field, and their relevant questions helped to add value to our publication. Kind regards, Dr. Ravi Shrivastava.
Dear Clarissa Eric, Editorial Coordinator, Journal of Clinical Case Reports and Studies, I would like to express my deep admiration for the exceptional professionalism demonstrated by your journal. I am thoroughly impressed by the speed of the editorial process, the substantive and insightful reviews, and the meticulous preparation of the manuscript for publication. Additionally, I greatly appreciate the courteous and immediate responses from your editorial office to all my inquiries. Best Regards, Dariusz Ziora
Dear Ashley Rosa, Editorial Coordinator, International Journal of Clinical Case Reports and Reviews, Auctores Publishing LLC. Thank you for publishing our article, Exploring Clozapine's Efficacy in Managing Aggression: A Multiple Single-Case Study in Forensic Psychiatry in the international journal of clinical case reports and reviews. We found the peer review process very professional and efficient. The comments were constructive, and the whole process was efficient. On behalf of the co-authors, I would like to thank you for publishing this article. With regards, Dr. Jelle R. Lettinga.
Dear Jessica Magne, Editorial Coordinator, Clinical Cardiology and Cardiovascular Interventions, Auctores Publishing LLC. The peer review process of the journal of Clinical Cardiology and Cardiovascular Interventions was excellent and fast, as was the support of the editorial office and the quality of the journal. Kind regards Walter F. Riesen Prof. Dr. Dr. h.c. Walter F. Riesen.
Dear Erin Aust, Editorial Coordinator, Journal of General Medicine and Clinical Practice. We are pleased to share our experience with the “Journal of General Medicine and Clinical Practice”, following the successful publication of our article. The peer review process was thorough and constructive, helping to improve the clarity and quality of the manuscript. We are especially thankful to Ms. Erin Aust, the Editorial Coordinator, for her prompt communication and continuous support throughout the process. Her professionalism ensured a smooth and efficient publication experience. The journal upholds high editorial standards, and we highly recommend it to fellow researchers seeking a credible platform for their work. Best wishes By, Dr. Rakhi Mishra.
Dr Hala Al Shaikh This is to acknowledge that the peer review process for the article ’ A Novel Gnrh1 Gene Mutation in Four Omani Male Siblings, Presentation and Management ’ sent to the International Journal of Clinical Case Reports and Reviews was quick and smooth. The editorial office was prompt with easy communication.
Dear Agrippa Hilda, Editorial Coordinator, Journal of Neuroscience and Neurological Surgery. The entire process including article submission, review, revision, and publication was extremely easy. The journal editor was prompt and helpful, and the reviewers contributed to the quality of the paper. Thank you so much! Eric Nussbaum, MD
Dear Ashley Rosa, Editorial Coordinator, International Journal of Clinical Case Reports and Reviews. Many thanks for publishing this manuscript after I lost confidence the editors were most helpful, more than other journals Best wishes from, Susan Anne Smith, PhD. Australian Breastfeeding Association.
Dear Maria Emerson, Editorial Coordinator, International Journal of Clinical Case Reports and Reviews, Auctores Publishing LLC. I am delighted to have published our manuscript, "Acute Colonic Pseudo-Obstruction (ACPO): A rare but serious complication following caesarean section." I want to thank the editorial team, especially Maria Emerson, for their prompt review of the manuscript, quick responses to queries, and overall support. Yours sincerely Dr. Victor Olagundoye.
Dear Jessica Magne, Editorial Coordinator, Clinical Cardiology and Cardiovascular Interventions, Auctores Publishing LLC. I appreciate the journal (JCCI) editorial office support, the entire team leads were always ready to help, not only on technical front but also on thorough process. Also, I should thank dear reviewers’ attention to detail and creative approach to teach me and bring new insights by their comments. Surely, more discussions and introduction of other hemodynamic devices would provide better prevention and management of shock states. Your efforts and dedication in presenting educational materials in this journal are commendable. Best wishes from, Farahnaz Fallahian.
Dear Ashley Rosa, Editorial Coordinator of the journal - Psychology and Mental Health Care. " The process of obtaining publication of my article in the Psychology and Mental Health Journal was positive in all areas. The peer review process resulted in a number of valuable comments, the editorial process was collaborative and timely, and the quality of this journal has been quickly noticed, resulting in alternative journals contacting me to publish with them." Warm regards, Susan Anne Smith, PhD. Australian Breastfeeding Association.
Dear Jessica, and the super professional team of the ‘Clinical Cardiology and Cardiovascular Interventions’ I am sincerely grateful to the coordinated work of the journal team for the no problem with the submission of my manuscript: “Cardiometabolic Disorders in A Pregnant Woman with Severe Preeclampsia on the Background of Morbid Obesity (Case Report).” The review process by 5 experts was fast, and the comments were professional, which made it more specific and academic, and the process of publication and presentation of the article was excellent. I recommend that my colleagues publish articles in this journal, and I am interested in further scientific cooperation. Sincerely and best wishes, Dr. Oleg Golyanovskiy.
To Dear Erin Aust – Editorial Coordinator of Journal of General Medicine and Clinical Practice! I declare that I am absolutely satisfied with your work carried out with great competence in following the manuscript during the various stages from its receipt, during the revision process to the final acceptance for publication. Thank Prof. Elvira Farina
My article, titled 'No Way Out of the Smartphone Epidemic Without Considering the Insights of Brain Research,' has been republished in the International Journal of Clinical Case Reports and Reviews. The review process was seamless and professional, with the editors being both friendly and supportive. I am deeply grateful for their efforts.
We found the peer review process quick and positive in its input. The support from the editorial officer has been very agile, always with the intention of improving the article and taking into account our subsequent corrections.
Dear Jessica Magne, with gratitude for the joint work. Fast process of receiving and processing the submitted scientific materials in “Clinical Cardiology and Cardiovascular Interventions”. High level of competence of the editors with clear and correct recommendations and ideas for enriching the article.
I thank the ‘Journal of Clinical Research and Reports’ for accepting this article for publication. This is a rigorously peer reviewed journal which is on all major global scientific data bases. I note the review process was prompt, thorough and professionally critical. It gave us an insight into a number of important scientific/statistical issues. The review prompted us to review the relevant literature again and look at the limitations of the study. The peer reviewers were open, clear in the instructions and the editorial team was very prompt in their communication. This journal certainly publishes quality research articles. I would recommend the journal for any future publications.
"I am grateful for the opportunity of contributing to [International Journal of Clinical Case Reports and Reviews] and for the rigorous review process that enhances the quality of research published in your esteemed journal. I sincerely appreciate the time and effort of your team who have dedicatedly helped me in improvising changes and modifying my manuscript. The insightful comments and constructive feedback provided have been invaluable in refining and strengthening my work".
To Dear Erin Aust, I would like to express my heartfelt appreciation for the opportunity to have my work published in this esteemed journal. The entire publication process was smooth and well-organized, and I am extremely satisfied with the final result. The Editorial Team demonstrated the utmost professionalism, providing prompt and insightful feedback throughout the review process. Their clear communication and constructive suggestions were invaluable in enhancing my manuscript, and their meticulous attention to detail and dedication to quality are truly commendable. Additionally, the support from the Editorial Office was exceptional. From the initial submission to the final publication, I was guided through every step of the process with great care and professionalism. The team's responsiveness and assistance made the entire experience both easy and stress-free. I am also deeply impressed by the quality and reputation of the journal. It is an honor to have my research featured in such a respected publication, and I am confident that it will make a meaningful contribution to the field.
I would like to express my sincere gratitude for the support and efficiency provided by the editorial office throughout the publication process of my article, “Delayed Vulvar Metastases from Rectal Carcinoma: A Case Report.” I greatly appreciate the assistance and guidance I received from your team, which made the entire process smooth and efficient. The peer review process was thorough and constructive, contributing to the overall quality of the final article. I am very grateful for the high level of professionalism and commitment shown by the editorial staff, and I look forward to maintaining a long-term collaboration with the International Journal of Clinical Case Reports and Reviews.
Dear Agrippa Hilda- Editorial Coordinator of Journal of Neuroscience and Neurological Surgery, "The peer review process was very quick and of high quality, which can also be seen in the articles in the journal. The collaboration with the editorial office was very good."
I would like to offer my testimony in the support. I have received through the peer review process and support the editorial office where they are to support young authors like me, encourage them to publish their work in your esteemed journals, and globalize and share knowledge globally. I really appreciate your journal, peer review, and editorial office.
My experience publishing in International Journal of Clinical Case Reports and Reviews was exceptional. I Come forth to Provide a Testimonial Covering the Peer Review Process and the editorial office for the Professional and Impartial Evaluation of the Manuscript.
My experience publishing in Psychology and Mental Health Care was exceptional. The peer review process was rigorous and constructive, with reviewers providing valuable insights that helped enhance the quality of our work. The editorial team was highly supportive and responsive, making the submission process smooth and efficient. The journal's commitment to high standards and academic rigor makes it a respected platform for quality research. I am grateful for the opportunity to publish in such a reputable journal.
My Testimonial Covering as fellowing: Lin-Show Chin. The peer reviewers process is quick and effective, the supports from editorial office is excellent, the quality of journal is high. I would like to collabroate with Internatioanl journal of Clinical Case Reports and Reviews.
Dealing with The Journal of Neurology and Neurological Surgery was very smooth and comprehensive. The office staff took time to address my needs and the response from editors and the office was prompt and fair. I certainly hope to publish with this journal again.Their professionalism is apparent and more than satisfactory. Susan Weiner
Dear Editorial Coordinator of the Journal of Nutrition and Food Processing! "I would like to thank the Journal of Nutrition and Food Processing for including and publishing my article. The peer review process was very quick, movement and precise. The Editorial Board has done an extremely conscientious job with much help, valuable comments and advices. I find the journal very valuable from a professional point of view, thank you very much for allowing me to be part of it and I would like to participate in the future!”
Dear Monica Gissare, - Editorial Coordinator of Nutrition and Food Processing. ¨My testimony with you is truly professional, with a positive response regarding the follow-up of the article and its review, you took into account my qualities and the importance of the topic¨.
Dear Dr. Jessica Magne, Editorial Coordinator 0f Clinical Cardiology and Cardiovascular Interventions, I hope this message finds you well. I want to express my utmost gratitude for your excellent work and for the dedication and speed in the publication process of my article titled "Navigating Innovation: Qualitative Insights on Using Technology for Health Education in Acute Coronary Syndrome Patients." I am very satisfied with the peer review process, the support from the editorial office, and the quality of the journal. I hope we can maintain our scientific relationship in the long term.
Clinical Cardiology and Cardiovascular Interventions, I would like to express my sincerest gratitude for the trust placed in our team for the publication in your journal. It has been a true pleasure to collaborate with you on this project. I am pleased to inform you that both the peer review process and the attention from the editorial coordination have been excellent. Your team has worked with dedication and professionalism to ensure that your publication meets the highest standards of quality. We are confident that this collaboration will result in mutual success, and we are eager to see the fruits of this shared effort.
The peer reviewers process is quick and effective, the supports from editorial office is excellent, the quality of journal is high. I would like to collabroate with Internatioanl journal of Clinical Case Reports and Reviews journal clinically in the future time.
Clinical Cardiology and Cardiovascular Interventions, we deeply appreciate the interest shown in our work and its publication. It has been a true pleasure to collaborate with you. The peer review process, as well as the support provided by the editorial office, have been exceptional, and the quality of the journal is very high, which was a determining factor in our decision to publish with you.
Clinical Cardiology and Cardiovascular Interventions I testity the covering of the peer review process, support from the editorial office, and quality of the journal.
Dear editorial department: On behalf of our team, I hereby certify the reliability and superiority of the International Journal of Clinical Case Reports and Reviews in the peer review process, editorial support, and journal quality. Firstly, the peer review process of the International Journal of Clinical Case Reports and Reviews is rigorous, fair, transparent, fast, and of high quality. The editorial department invites experts from relevant fields as anonymous reviewers to review all submitted manuscripts. These experts have rich academic backgrounds and experience, and can accurately evaluate the academic quality, originality, and suitability of manuscripts. The editorial department is committed to ensuring the rigor of the peer review process, while also making every effort to ensure a fast review cycle to meet the needs of authors and the academic community. Secondly, the editorial team of the International Journal of Clinical Case Reports and Reviews is composed of a group of senior scholars and professionals with rich experience and professional knowledge in related fields. The editorial department is committed to assisting authors in improving their manuscripts, ensuring their academic accuracy, clarity, and completeness. Editors actively collaborate with authors, providing useful suggestions and feedback to promote the improvement and development of the manuscript. We believe that the support of the editorial department is one of the key factors in ensuring the quality of the journal. Finally, the International Journal of Clinical Case Reports and Reviews is renowned for its high- quality articles and strict academic standards. The editorial department is committed to publishing innovative and academically valuable research results to promote the development and progress of related fields. The International Journal of Clinical Case Reports and Reviews is reasonably priced and ensures excellent service and quality ratio, allowing authors to obtain high-level academic publishing opportunities in an affordable manner. I hereby solemnly declare that the International Journal of Clinical Case Reports and Reviews has a high level of credibility and superiority in terms of peer review process, editorial support, reasonable fees, and journal quality. Sincerely, Rui Tao.
“The peer review process of JPMHC is quick and effective. Authors are benefited by good and professional reviewers with huge experience in the field of psychology and mental health. The support from the editorial office is very professional. People to contact to are friendly and happy to help and assist any query authors might have. Quality of the Journal is scientific and publishes ground-breaking research on mental health that is useful for other professionals in the field”.
Dr.Tania Muñoz, My experience as researcher and author of a review article in The Journal Clinical Cardiology and Interventions has been very enriching and stimulating. The editorial team is excellent, performs its work with absolute responsibility and delivery. They are proactive, dynamic and receptive to all proposals. Supporting at all times the vast universe of authors who choose them as an option for publication. The team of review specialists, members of the editorial board, are brilliant professionals, with remarkable performance in medical research and scientific methodology. Together they form a frontline team that consolidates the JCCI as a magnificent option for the publication and review of high-level medical articles and broad collective interest. I am honored to be able to share my review article and open to receive all your comments.
I am delighted to publish our manuscript entitled "A Perspective on Cocaine Induced Stroke - Its Mechanisms and Management" in the Journal of Neuroscience and Neurological Surgery. The peer review process, support from the editorial office, and quality of the journal are excellent. The manuscripts published are of high quality and of excellent scientific value. I recommend this journal very much to colleagues.
I would like to give my testimony in the support I have got by the peer review process and to support the editorial office where they were of asset to support young author like me to be encouraged to publish their work in your respected journal and globalize and share knowledge across the globe. I really give my great gratitude to your journal and the peer review including the editorial office.
I am very pleased to serve as EBM of the journal, I hope many years of my experience in stem cells can help the journal from one way or another. As we know, stem cells hold great potential for regenerative medicine, which are mostly used to promote the repair response of diseased, dysfunctional or injured tissue using stem cells or their derivatives. I think Stem Cell Research and Therapeutics International is a great platform to publish and share the understanding towards the biology and translational or clinical application of stem cells.
We are grateful for this opportunity to provide a glowing recommendation to the Journal of Psychiatry and Psychotherapy. We found that the editorial team were very supportive, helpful, kept us abreast of timelines and over all very professional in nature. The peer review process was rigorous, efficient and constructive that really enhanced our article submission. The experience with this journal remains one of our best ever and we look forward to providing future submissions in the near future.
I would like to express my gratitude towards you process of article review and submission. I found this to be very fair and expedient. Your follow up has been excellent. I have many publications in national and international journal and your process has been one of the best so far. Keep up the great work.
"We recently published an article entitled “Influence of beta-Cyclodextrins upon the Degradation of Carbofuran Derivatives under Alkaline Conditions" in the Journal of “Pesticides and Biofertilizers” to show that the cyclodextrins protect the carbamates increasing their half-life time in the presence of basic conditions This will be very helpful to understand carbofuran behaviour in the analytical, agro-environmental and food areas. We greatly appreciated the interaction with the editor and the editorial team; we were particularly well accompanied during the course of the revision process, since all various steps towards publication were short and without delay".
I am very glad to say that the peer review process is very successful and fast and support from the Editorial Office. Therefore, I would like to continue our scientific relationship for a long time. And I especially thank you for your kindly attention towards my article. Have a good day!
Dear Erica Kelsey, Editorial Coordinator of Cancer Research and Cellular Therapeutics Our team is very satisfied with the processing of our paper by your journal. That was fast, efficient, rigorous, but without unnecessary complications. We appreciated the very short time between the submission of the paper and its publication on line on your site.
Thank you very much for publishing my Research Article titled “Comparing Treatment Outcome Of Allergic Rhinitis Patients After Using Fluticasone Nasal Spray And Nasal Douching" in the Journal of Clinical Otorhinolaryngology. As Medical Professionals we are immensely benefited from study of various informative Articles and Papers published in this high quality Journal. I look forward to enriching my knowledge by regular study of the Journal and contribute my future work in the field of ENT through the Journal for use by the medical fraternity. The support from the Editorial office was excellent and very prompt. I also welcome the comments received from the readers of my Research Article.
International Journal of Clinical Case Reports and Reviews. I strongly recommend to consider submitting your work to this high-quality journal. The support and availability of the Editorial staff is outstanding and the review process was both efficient and rigorous.
Dear Agrippa Hilda, Journal of Neuroscience and Neurological Surgery, Editorial Coordinator, I trust this message finds you well. I want to extend my appreciation for considering my article for publication in your esteemed journal. I am pleased to provide a testimonial regarding the peer review process and the support received from your editorial office. The peer review process for my paper was carried out in a highly professional and thorough manner. The feedback and comments provided by the authors were constructive and very useful in improving the quality of the manuscript. This rigorous assessment process undoubtedly contributes to the high standards maintained by your journal.
As an author who has recently published in the journal "Brain and Neurological Disorders". I am delighted to provide a testimonial on the peer review process, editorial office support, and the overall quality of the journal. The peer review process at Brain and Neurological Disorders is rigorous and meticulous, ensuring that only high-quality, evidence-based research is published. The reviewers are experts in their fields, and their comments and suggestions were constructive and helped improve the quality of my manuscript. The review process was timely and efficient, with clear communication from the editorial office at each stage. The support from the editorial office was exceptional throughout the entire process. The editorial staff was responsive, professional, and always willing to help. They provided valuable guidance on formatting, structure, and ethical considerations, making the submission process seamless. Moreover, they kept me informed about the status of my manuscript and provided timely updates, which made the process less stressful. The journal Brain and Neurological Disorders is of the highest quality, with a strong focus on publishing cutting-edge research in the field of neurology. The articles published in this journal are well-researched, rigorously peer-reviewed, and written by experts in the field. The journal maintains high standards, ensuring that readers are provided with the most up-to-date and reliable information on brain and neurological disorders. In conclusion, I had a wonderful experience publishing in Brain and Neurological Disorders. The peer review process was thorough, the editorial office provided exceptional support, and the journal's quality is second to none. I would highly recommend this journal to any researcher working in the field of neurology and brain disorders.
Dear Hao Jiang, to Journal of Nutrition and Food Processing We greatly appreciate the efficient, professional and rapid processing of our paper by your team. If there is anything else we should do, please do not hesitate to let us know. On behalf of my co-authors, we would like to express our great appreciation to editor and reviewers.
This is an acknowledgment for peer reviewers, editorial board of Journal of Clinical Research and Reports. They show a lot of consideration for us as publishers for our research article “Evaluation of the different factors associated with side effects of COVID-19 vaccination on medical students, Mutah university, Al-Karak, Jordan”, in a very professional and easy way. This journal is one of outstanding medical journal.
Dr. Bernard Terkimbi Utoo, I am happy to publish my scientific work in Journal of Women Health Care and Issues (JWHCI). The manuscript submission was seamless and peer review process was top notch. I was amazed that 4 reviewers worked on the manuscript which made it a highly technical, standard and excellent quality paper. I appreciate the format and consideration for the APC as well as the speed of publication. It is my pleasure to continue with this scientific relationship with the esteem JWHCI.
Testimony of Journal of Clinical Otorhinolaryngology: work with your Reviews has been a educational and constructive experience. The editorial office were very helpful and supportive. It was a pleasure to contribute to your Journal.
Thank you most sincerely, with regard to the support you have given in relation to the reviewing process and the processing of my article entitled "Large Cell Neuroendocrine Carcinoma of The Prostate Gland: A Review and Update" for publication in your esteemed Journal, Journal of Cancer Research and Cellular Therapeutics". The editorial team has been very supportive.
Dr. Katarzyna Byczkowska My testimonial covering: "The peer review process is quick and effective. The support from the editorial office is very professional and friendly. Quality of the Clinical Cardiology and Cardiovascular Interventions is scientific and publishes ground-breaking research on cardiology that is useful for other professionals in the field.
Journal of Neuroscience and Neurological Surgery. I had the experience of publishing a research article recently. The whole process was simple from submission to publication. The reviewers made specific and valuable recommendations and corrections that improved the quality of my publication. I strongly recommend this Journal.
The peer-review process which consisted high quality queries on the paper. I did answer six reviewers’ questions and comments before the paper was accepted. The support from the editorial office is excellent.
We would like to thank the Journal of Thoracic Disease and Cardiothoracic Surgery because of the services they provided us for our articles. The peer-review process was done in a very excellent time manner, and the opinions of the reviewers helped us to improve our manuscript further. The editorial office had an outstanding correspondence with us and guided us in many ways. During a hard time of the pandemic that is affecting every one of us tremendously, the editorial office helped us make everything easier for publishing scientific work. Hope for a more scientific relationship with your Journal.
Journal of Clinical Research and Reports I would be very delighted to submit my testimonial regarding the reviewer board and the editorial office. The reviewer board were accurate and helpful regarding any modifications for my manuscript. And the editorial office were very helpful and supportive in contacting and monitoring with any update and offering help. It was my pleasure to contribute with your promising Journal and I am looking forward for more collaboration.
Journal of Women Health Care and Issues By the present mail, I want to say thank to you and tour colleagues for facilitating my published article. Specially thank you for the peer review process, support from the editorial office. I appreciate positively the quality of your journal.
Journal of Clinical Cardiology and Cardiovascular Intervention The submission and review process was adequate. However I think that the publication total value should have been enlightened in early fases. Thank you for all.
Clearly Auctoresonline and particularly Psychology and Mental Health Care Journal is dedicated to improving health care services for individuals and populations. The editorial boards' ability to efficiently recognize and share the global importance of health literacy with a variety of stakeholders. Auctoresonline publishing platform can be used to facilitate of optimal client-based services and should be added to health care professionals' repertoire of evidence-based health care resources.
