- Introduction to Systematic Literature Review Dissertation Sample
- Background of the study
- Critical Debate and Literature Analysis
- Statistics, policy context and link to research question
- Relation to nursing practice
- Systematic review and literature review
- Study design
- PICO framework
- Inclusion and exclusion criteria
- Literature search strategy
- Chapter 3: Literature Review And Results
- Introduction
- Method of Critique: CASP Tools
- CASP Appraisal – Article 2: Siopis et al. (2021) – Meta-Analysis on Dietetic Interventions
- CASP Appraisal – Article 3: Tricò et al. (2021) – LC vs. Mediterranean Diet
- CASP Appraisal – Article 4: Currenti et al. (2024) – Mediterranean vs. Low-Carbohydrate Diet in T2DM
- CASP Appraisal – Article 5: Ramadas et al. (2018) – Web-Based Dietary Intervention in Malaysia (myDIDeA)
- CASP Appraisal – Article 6: Sjöblom et al. (2025) – App-Based Nutrition Education in T2D (HAPPY Trial)
- CASP Appraisal – Article 7: Dening et al. (2023) – T2Diet Web-Based Low-Carbohydrate Intervention
- Individual Article Critique and Analysis
- Results and Thematic Synthesis
Introduction to Systematic Literature Review Dissertation Sample
Background of the study
Type 2 Diabetes Mellitus [T2D] has been emerging as a significant global health challenge; rising burden of T2D identified as a major concern in healthcare worldwide. T2D recognised as a chronic metabolic disorder and followed by impaired insulin secretion or resistance to insulin (Miller et al, 2022). Chronic hyperglycemia in synergy with metabolic aberration in individuals with T2D leads to cause damage to varied organ system and often results in severe chronic condition [Heart disease, stroke, Kidney disease and so on]. The prevalence of T2D escalating at a greater extent; approximately 589 million adults are living with diabetes and T2D accounts for 90% of these cases (Miller et al, 2022). The rising incidences are driven through varied factors including sedentary lifestyle, unhealthy dietary pattern, and demographic shifts and increasing obesity rates (Octari, Suryadi and Sawitri, 2020). By National Health Service [NHS], 90% of the adults are currently diagnosed with T2D in UK (Type 2 Diabetes statistics UK, 2024). Additionally it has been projected that by 2030 this number would be increase and place substantial strain on healthcare resources and existing system (NHS, 2024).
The clinical management of T2D focuses on achieving optimal glycaemic control to manage and prevent complications related to nephropathy, neuropathy, cardiovascular disease, and retinopathy. Pharmacological intervention aims to manage T2D through regulating Blood Glucose Levels [BGL] (Chandrasekaran and Weiskirchen, 2024). However, rapid change in lifestyle modification specifically dietary interventions also proves to be an essential domain inthe comprehensive care and management of T2D. From the research it has been evident that tailored dietary intervention can significantly manage and influence BGL, insulin sensitivity and metabolic health of adults suffering from T2D (Chandrasekaran and Weiskirchen, 2024). Whilst; criticism of dietary intervention reveals that quality of dietary assessment within research studies provides limited evidence and lack of robust study designs leading to infer causality. This intervention overlooks individual factors such as disease severity, weight loss and duration while evaluating effectiveness of dietary interventions. There is need to undertake authentic and rigorous research that specifies role of individual compound and nutrients in metabolic regulation and prevention of T2D (Xourafa Korbmacher and Roden, 2024). Therefore, current research will critically evaluate the influence of dietary intervention in managing T2D among adult population.
This Systematic Literature Review Dissertation Sample explores the global prevalence of Type 2 Diabetes Mellitus, focusing on its causes, risk factors, health complications, and growing impact on healthcare systems. An Assignment writing helper can support students in understanding diabetes research, reviewing clinical evidence, and evaluating public health challenges.
Rationale
The increasing prevalence of T2D underpins significant need for sustainable, effective and accessible T2D management interventions. However, pharmacotherapy is at the forefront of T2D management whilst, its limitations align with varied side effects, high cost and medication adherence issues. This signifies about the importance of optimising non-pharmacological approaches that complies with fewer side effects (Xourafa Korbmacher and Roden, 20240. Dietary interventions provide effective avenues; studies specify that managing diet improves glycemic control and further prevents cardiovascular complications. However, diversity within dietary approaches such as-low carbohydrate, Mediterranean diet, calorie-restricted diet and ketogenic diets create complexities in undertaking clinical decision making (Thipsawat, 2021). Healthcare professionals need robust, specific and accurate evidence that supports patient well-being and accordingly, dietary interventions should be integrated.
Moreover, patient involvement and education proves to be critical component for integrating successful dietary intervention and managing T2D. It is important to involve service users and carers while designing, delivery and assessing the efficacy of dietary intervention. Patient involvement assures that intervention is tailored with individual needs, preferences, lifestyle consideration and cultural context (Lu et al, 2024). Hence, in this manner individual factors could be considered and accordingly, dietary intervention can be implemented. As per NICE guideline, personalised care and tailored intervention are essential while undertaking decisions as it reinforces the requirement for evidence based dietary strategies for T2D management (NICE, 2023). Hence, the rationale behind undertaking current study aligns with analysing the extent up to which dietary intervention impacts T2D levels among adult population. Through this analysis robust evidence can be collected and this can be further implying in clinical practices.
Critical Debate and Literature Analysis
The role of intervention in T2D management has been extensively studied and a growing body of evidence supports different dietary patterns. However, debate often revolves around comparing the effectiveness of various nutritional interventions and their long-lasting impacts (Zhou et al, 2020). For example, a low-carbohydrate ketogenic diet has gained wider popularity due to its potential for rapidly decreasing blood glucose levels and promoting weight loss in patients. There is a significant improvement in glycemic control evident with the ketogenic diet, which also provides long-term assurance of potential nutritional adequacy and reduces the risk of cardiovascular diseases (Zhou et al., 2020).
On the other hand, the Mediterranean diet is recognised by high intake of vegetable, whole grains, nuts, fruits and olive oils (Petroni et al, 2021). It is associated with enhancing insulin sensitivity and reducing risk related to cardiovascular disease, whereas a restricted diet focuses on weight loss and manages energy levels for improving glycemic parameters among patients (Ojo et al, 2021). Despite different mechanism, these dietary interventions aligned with common benefit and that is improving and managing T2D.
However, their comparative effectiveness found to be a major domain for ongoing research. The literature specifying that a single diet cannot fits within all purpose; there is need to consider the varied factors such as-individual preference, existing disease, weight and cultural factors for integrating appropriate dietary intervention that meets individual requirement (Petroni et al, 2021). Additionally, it is important to integrate dietary guidance within routine nursing practises so that nurses can educate patient and motivates them to adopt healthy diet behaviour.
Statistics, policy context and link to research question
T2D is increasing in UK to greater extent NHS significantly spends an estimation of £10 billion annually on diabetic related healthcare and related complications (NHS, 2023). The financial strain underpins the significance of implementing effective prevention and management strategies that complies with lifestyle modification and dietary changes. NICE recommends individualized and personalized care plans tailored with patient specific needs (NICE, 2023). It also focuses on patient education and T2D self-management practices; through self-management initiative patient can be guided about the importance of healthy diet (Rosenstock et al, 2021). Moreover, they can be encouraged to eat healthy food as per their preferred diet; it is essential that service providers integrate dietary intervention after undertaking patient assessment and accordingly, patient should be educated for following specific diet.
Existing evidences highlights about the potential of dietary intervention in improving glycaemic control and managing BGL (NHS, 2023). However, variability among study designs, outcomes and population depicts about the requirement of systematic evaluation for witnessing most effective dietary intervention for managing T2D among adult population (Rosenstock et al, 2021). The research motive is to synthesize existing evidences for informing clinical practices and improving patient care. The research question will guide whole review; the question seeks to explore the effectiveness of dietary intervention on BGL regulation among adults population. The research question will provide clear direction for conducing study and this supports in development of accurate and authentic outcomes.
Relation to nursing practice
Nurses plays crucial role in delivering patient-centred and holistic care in T2D management; their role is not merely limited to medication administration. However, they perform broader role concerning with providing emotional support, patient education and facilitating lifestyle changes (NICE, 2023). It is important to understand evidences behind dietary intervention as it enables nurses to provide reliable and credible advice to patient and accordingly, interventions can be tailored as per patient requirement. This result in fostering patient engagement and empowers them to undertake self-management of T2D (NICE, 2023). Additionally, integration of carer and service user perspective assures that dietary plans are acceptable, sustainable and patient-centred; this significantly improves patient health outcomes. Henceforth, there is no doubt in stating that nurses are playing pivotal and role in undertaking T2D management and therefore, this research context is relevant to nursing practise. By developing evidence based outcomes implication of findings within clinical practices specifically, in nursing practices could be done. This will significantly leads to enhance patient outcomes while empowering them.
Key issues
Key issues emerging from existing literature and policy frameworks associated with cultural and socio-economic factors; dietary preferences and access to healthy diet varies across different groups and this impact effectiveness of intervention (Che et al, 2021). Furthermore, long-term adherence to dietary intervention remains challenging as individual needs and preferences keeps changing. Moreover, it is important assure that dietary intervention are feasible and integrated in routine practices. There is need to maintain consistency so that patient can be consistently educated and effectiveness of intervention could be improved. This supports in gaining long-lasting results and improves patient outcomes (Che et al, 2021). Effective engagement of service and carer impacts the efficacy of intervention on regular basis and therefore, it is important to ensure active participation of service users and carers while evaluating and designing dietary intervention. This leads to enhance their knowledge and enhances patient outcomes to greater extent.
Aim
To critically evaluate the influence of dietary interventions in managing Type 2 Diabetes [T2D] among adult population.
Objectives
- To identify varied types of dietary interventions used for managing T2D among adult individual.
- To analyse the impacts of dietary intervention in T2D management for adult population.
- To recommend evidence-based dietary intervention for managing complication of T2D in adult individuals.
Research question
What are the impacts of dietary intervention in managing Type 2 Diabetes [T2D] among adult population?
Methodology
Systematic review and literature review
In the views of Van Dinter, Tekinerdogan and Catal (2021) Systematic review explicated as structured framework and process that follows pre-defined protocols for assuring transparent and comprehensive search to literature. For conducting a systematic review it is crucial to determine robust methodology aligns with pre-defined standards; it starts with formulating a research question and accordingly, detailed search strategy is undertaken for selecting relevant articles Van Dinter, Tekinerdogan and Catal, 2021). On the other hand, Kraus et al, (2022) stated that literature review delineated as comprehensive summary of literature that undertakes critical review of available information and conduct research synthesis.
Systematic review provides varied advantages over literature review as the aims to reduce biasness by implementing predefined standard and protocol. Accordingly, appropriate methodologies are used for conducting review and this leads to authentic and credible evidences which can be implied in clinical settings. Hence, in comparison to literature review, systematic review has been proven transparent, comprehensive and effective (Lim, Kumar and Ali, 2022). The motive of systematic review is to include relevant studies regarding a specific research context and this reduces the risk of missing essential and accurate evidences. It emphasis on research question and consequently, relevant articles are used for developing outcomes. Systematic reviews are specifically designed for answering specific research question; this targets and focuses on analysis of literature relevant to study context. It is widely used in clinical context due its efficacy and transparency in the whole procedure. It further ensures evidence based findings which are highly essential in clinical setting (Lim, Kumar and Ali, 2022).
Whereas, literature review explores research topic and provides wider overview regarding different key concepts and findings; it does not focuses on major research area and thereby, it leads to potential biasness in findings (Booth et al, 2021). Literature reviews are used for assessing, exploring topic and justifying the requirement for new research whilst, transparency and accuracy within systematic review makes it ideal for conducting evidence based research that informs evidence based decision making within healthcare settings. There is no doubt in depicting that systematic review proves to be appropriate specifically, when the research needs to be conducted in clinical pr nursing context.
Study design
The author preferred systematic review over literature review due to its rigorous, authentic and transparent approach. This leads to develop reliable, authentic and accurate outcomes and further reduces biasness; systematic review enabled author in determining significant inclusion and exclusion criteria and replicable search strategy (Paul, Khatri and Kaur Duggal, 2024). Hence, significant focus implied on research question and accordingly critical analysis of dietary intervention on T2D management among adult population was done. Systematic review specifies research context such as – population, type of intervention, comparison and outcomes; this reduces confusion while conducting research and consequently, focus can be implied on delivering quality and evidence based outcomes (Booth et al, 2021). However, literature review does not provide all of these benefits and further it possesses the potential of biasness that impacts efficacy of research outcomes (Paul, Khatri and Kaur Duggal, 2024). Therefore, in order to conduct research in nursing context, systematic review study design proves to be appropriate as this contributes in conducting evidence-based research and develops authentic outcomes. Therefore, in current context author has selected systematic review study design instead of literature review method.
PICO framework
The author employed PICO framework and accordingly, research question was developed. This framework supported in forming relevant clinical question while specifically focusing on diagnosis and intervention (Liu et al, 2021). Thus, it provided structured format and accordingly, research question was developed.
- Table 1-PICO Framework
| Population | Adult Population aged between 40-55 years |
| Intervention | Dietary intervention |
| Comparison | Comparison among impact of different dietary interventions such as- low-carbohydrate ketogenic diet (keto), Mediterranean diets, and calorie-restricted diets. |
| Outcome | Type 2 Diabetes Management [ managing blood glucose level] |
- Research Question
What are the impacts of dietary intervention in managing Type 2 Diabetes [T2D] among adult population?
Inclusion and exclusion criteria
Table 2-Inclusion and Exclusion Criteria
| Inclusion Criteria | Exclusion Criteria |
| ● Author included those studies which were published after 2019.● Only peer-reviewed articles were considered.● Studies based on T2D and dietary interventions were included.● Primary-based studies including RCT, quantitative, qualitative and mixed methods research were considered. | ● Studies published before 2019 was not considered.● Articles which were not peer-reviewed have been discarded.● Research based on other interventions rather than dietary was excluded.● Secondary-based studies were excluded while selecting articles. |
The author preferred primary based studies as this provides authentic information; in primary research; direct interaction with participants is implemented and thereby, effectiveness of dietary intervention on patients can be analysed while allocating realistic and accurate facts Van Dinter, Tekinerdogan and Catal, 2021). Thereby, author selected seven peer-reviewed primary based studies for conducting systematic review.
Literature search strategy
Database
The author preferred authentic databases such as- PubMed, BioMed and Medline for selecting authentic articles that meets research requirements. PubMed provides wider collection of healthcare literature and it is associated with peer-reviewed articles, BioMed has vast collection of nursing and healthcare literature and thereby, author preferred this database (Paul, Khatri and Kaur Duggal, 2024). Moreover, Medline proves to be one of the effective sources for medical research and it is associated with number of peer-reviewed articles. All of these databases provided authentic and accurate information to researcher and therefore, these were used in study.
Keywords
The keywords used by author for searching articles are “Dietary interventions”, “Type 2 Diabetes”, “T2D”, Management”, “Critically”, “Evaluate”, “Adult”, “Population” and “Evidences”. These key terms are linked with the aim of research and therefore, these were used and subsequently, authentic and relevant articles were selected.
Chapter 3: Literature Review And Results
Introduction
This chapter provides a critical review of the major research studies identified during a systematic search on the effects of dietary interventions on the management of Type 2 Diabetes Mellitus (T2D) in adults. A total of seven peer-reviewed primary studies were included based on well-defined inclusion and exclusion criteria. Such studies encompass combination of randomised controlled trials (RCTs), cohort research, qualitative and mixed-methods studies. The review applies the Critical Appraisal Skills Programme (CASP) instruments, a framework that provides a systematic approach to assessing validity, relevance, and rigour in every research study. This chapter is differentiated into three major sections.
Table 1: Summary of Selected Studies
| Authors (Year) | Study Focus / Research Question | Participants (n) | Methodology | Key Findings |
| Åberg et al. (2020) | Does grain processing level affect glycaemic control in adults with T2D? | 31 | Randomised crossover trial | Less-processed whole grains significantly reduced postprandial glucose and glycaemic variability compared to finely milled grains over 2 weeks. |
| Siopis et al. (2021) | Are dietitian-led interventions more effective than standard nutritional advice in managing T2D? | 3,338 (14 RCTs) | Meta-analysis of RCTs | Dietitian-led interventions showed significant reductions in HbA1c (−0.47%), BMI, body weight, and modest improvements in BP and LDL cholesterol. |
| Tricò et al. (2021) | Comparison of low-carb vs. Mediterranean diet on insulin kinetics in obese individuals | 36 | Parallel-arm RCT | Both diets improved insulin sensitivity, but low-carb diet produced greater weight loss and better insulin clearance in short-term (4 weeks). |
| Currenti et al. (2024) | Comparative effects of Mediterranean vs. low-carb diet in overweight/obese patients with T2D | 100 | 16-week intervention study | Low-carb diet was more effective in reducing HbA1c, BMI, BP, waist circumference, and lipid profile than Mediterranean diet over 16 weeks. |
| Ramadas et al. (2018) | Impact of a web-based dietary intervention on DKAB and glycaemic control in Malaysian adults with T2D | 128 (62 + 66) | RCT | Significant improvement in dietary knowledge, attitude, and HbA1c in intervention group vs. control; no major changes in DSOC scores. |
| Sjöblom et al. (2025) | Can a smartphone app-based dietary intervention improve diet quality and metabolic markers in T2D? | 129 | 12-week RCT | App users reduced saturated fat intake and triglycerides; no improvement in overall diet quality observed. |
| Dening et al. (2023) | Does a web-based low-carb programme improve glycaemic control vs. standard care in T2D? | 98 | RCT | Intervention group had significant reductions in HbA1c (−0.65%), BMI (−1.11 kg/m²), weight, and medication use compared to control after 16 weeks. |
Method of Critique: CASP Tools
CASP Appraisal – Article 1: Åberg et al. (2020) – Whole-Grain Processing and Glycemic Control
Study Design: Randomised Crossover Trial
Checklist Used: CASP RCT Checklist
| CASP Question | Evaluation |
| 1. Did the study address a clearly focused issue? | Yes – Assessed effect of whole grain processing on glycaemic control in T2D. |
| 2. Was the assignment of patients to treatments randomised? | Yes – Block randomisation used in 1:1 ratio with adequate allocation concealment. |
| 3. Were all participants accounted for at the end? | Yes – 28/31 (90%) completed both interventions. Minimal attrition. |
| 4. Were patients, staff, and study personnel blinded? | Partial – Participants not blinded, but outcome assessors and analysts were. |
| 5. Were groups similar at the start of the trial? | Yes – Baseline characteristics (age, BMI, HbA1c) were similar across both groups. |
| 6. Aside from the intervention, were groups treated equally? | Yes – No other lifestyle advice was given. |
| 7. How large was the treatment effect? | Moderate – 9% lower postprandial glucose after less processed grains; lower glycaemic variability. |
| 8. How precise was the estimate of the treatment effect? | Precise – 95% confidence intervals were reported for all outcomes. |
| 9. Can the results be applied in your context? | Yes – Results are applicable to clinical dietary advice in diabetes care. |
| 10. Were all clinically important outcomes considered? | Yes – Focused on glycaemia, variability, weight. |
| 11. Are the benefits worth the harms and costs? | Yes – Low risk and highly applicable; minimal cost to implement. |
Overall Quality: High
Usefulness for Review: Strong evidence for minimally processed grains in managing glycaemia in T2D.
CASP Appraisal – Article 2: Siopis et al. (2021) – Meta-Analysis on Dietetic Interventions
Study Design: Meta-analysis of 14 RCTs
Checklist Used: CASP Systematic Review Checklist
| CASP Question | Evaluation |
| 1. Did the review address a clearly focused question? | Yes – Compared dietitian-led nutrition therapy vs. other advice in adults with T2D. |
| 2. Did the authors look for the right type of papers? | Yes – Only RCTs of ≥3 months were included, searched multiple databases. |
| 3. Do you think all relevant studies were included? | Likely – Extensive database search and PROSPERO registration. |
| 4. Did the authors assess the quality of included studies? | Yes – Risk of bias and heterogeneity assessed and discussed. |
| 5. If the results of the studies have been combined, was it reasonable? | Yes – Appropriate random-effects model used. |
| 6. What were the overall results of the review? | Statistically significant improvements in HbA1c (−0.47%), BMI, weight. |
| 7. How precise are the results? | Moderately precise – Wide but significant confidence intervals. |
| 8. Can the results be applied to the local population? | Yes – Included global, multiethnic populations. |
| 9. Were all important outcomes considered? | Yes – Glycaemic, anthropometric, and cardiovascular risk factors reviewed. |
| 10. Are the benefits worth the harms and costs? | Yes – Supports use of dietitians in diabetes care. |
Overall Quality: Moderate–High
Usefulness for Review: Strong evidence for incorporating registered dietitians in diabetes management.
CASP Appraisal – Article 3: Tricò et al. (2021) – LC vs. Mediterranean Diet
Study Design: Randomised Controlled Trial
Checklist Used: CASP RCT Checklist
| CASP Question | Evaluation |
| 1. Focused issue? | Yes – Compared two diet types in obese individuals at high risk of T2D. |
| 2. Randomised allocation? | Yes – Randomisation method clearly stated. |
| 3. All participants accounted for? | Yes – 100% completion for the short-term trial. |
| 4. Blinding? | No – Open-label design; however, objective outcome measures used. |
| 5. Similar groups at baseline? | Yes – No significant differences in baseline metabolic parameters. |
| 6. Equal treatment apart from intervention? | Yes – All received similar support and monitoring. |
| 7. Size of treatment effect? | Moderate – LC group lost more weight and showed greater insulin clearance. |
| 8. Precision of results? | Yes – Confidence intervals and statistical significance presented. |
| 9. Applicability? | Yes – Useful for obesity-related prediabetes and T2D risk groups. |
| 10. All outcomes considered? | Yes – Glucose metabolism, insulin sensitivity, and β-cell function. |
| 11. Benefits vs. risks? | Yes – Both diets were safe and effective. |
Overall Quality: High
Usefulness for Review: Strong support for short-term dietary intervention in obese T2D risk groups.
CASP Appraisal – Article 4: Currenti et al. (2024) – Mediterranean vs. Low-Carbohydrate Diet in T2DM
Study Design: 16-week RCT
Checklist Used: CASP RCT Checklist
| CASP Question | Evaluation |
| 1. Clearly focused issue? | Yes – Compared effects of Mediterranean and low-carbohydrate diets in overweight/obese adults with T2D. |
| 2. Randomisation? | Yes – Participants were randomly assigned to either group with appropriate allocation concealment. |
| 3. Were all patients accounted for? | Yes – Low dropout rate, intention-to-treat analysis conducted. |
| 4. Blinding? | No – Open-label due to dietary nature, but objective markers were used. |
| 5. Groups similar at baseline? | Yes – Baseline characteristics were balanced across groups. |
| 6. Groups treated equally? | Yes – Both received diet education and support. |
| 7. Size of treatment effect? | Substantial – LC diet reduced HbA1c by −0.65%, BMI by −1.9 kg/m². |
| 8. Precision of results? | Yes – Confidence intervals and p-values provided. |
| 9. Applicability? | Yes – Findings are relevant to adult T2D populations. |
| 10. Important outcomes considered? | Yes – HbA1c, BMI, waist circumference, lipid profiles, medication use. |
| 11. Are benefits worth costs? | Yes – Clear benefits, low risks. |
Overall Quality: High
Usefulness for Review: Robust evidence in favour of LC dietary management for short-term T2D control.
CASP Appraisal – Article 5: Ramadas et al. (2018) – Web-Based Dietary Intervention in Malaysia (myDIDeA)
Study Design: RCT
Checklist Used: CASP RCT Checklist
| CASP Question | Evaluation |
| 1. Focused issue? | Yes – Evaluated a culturally-tailored web-based intervention on diet and HbA1c in Malaysian adults with T2D. |
| 2. Randomisation? | Yes – Randomisation was computer-generated and stratified. |
| 3. All patients accounted for? | Yes – Minor attrition; all accounted for in intention-to-treat analysis. |
| 4. Blinding? | No – Participants not blinded, but outcome assessors were. |
| 5. Similar groups at start? | Yes – Groups were comparable at baseline. |
| 6. Equal treatment otherwise? | Yes – Both groups had access to standard care. |
| 7. Size of treatment effect? | Moderate – HbA1c improved significantly (mean reduction ~0.6%). |
| 8. Precision of results? | Yes – Statistical analysis robust, effect sizes reported. |
| 9. Applicability? | Yes – Applicable to digital interventions in multiethnic populations. |
| 10. Important outcomes included? | Yes – DKAB, dietary practices, HbA1c. |
| 11. Benefit vs. cost? | Yes – Digital tools are scalable and cost-effective. |
Overall Quality: Moderate–High
Usefulness for Review: Demonstrates the potential of web-based dietary tools in culturally diverse settings.
CASP Appraisal – Article 6: Sjöblom et al. (2025) – App-Based Nutrition Education in T2D (HAPPY Trial)
Study Design: 12-week RCT
Checklist Used: CASP RCT Checklist
| CASP Question | Evaluation |
| 1. Focused issue? | Yes – Evaluated dietary app’s impact on diet quality and lipid markers in adults with T2D. |
| 2. Randomisation? | Yes – 1:1 allocation using computer-generated sequence. |
| 3. All patients accounted for? | Yes – 97% completion rate. |
| 4. Blinding? | No – Participants knew allocation; dietitian assessors were blinded. |
| 5. Groups similar at start? | Yes – Groups comparable in age, HbA1c, and education level. |
| 6. Equal treatment otherwise? | Yes – Both groups had similar clinical follow-up. |
| 7. Size of treatment effect? | Small–Moderate – Reduced saturated fat intake, triglyceride improvement; diet quality unchanged. |
| 8. Precision of results? | Yes – Results clearly presented with p-values and 95% CIs. |
| 9. Applicability? | Yes – Findings apply to mHealth interventions in diabetes care. |
| 10. All important outcomes considered? | Yes – Lipids, diet intake, quality of life. |
| 11. Benefit vs. cost? | Yes – Low-cost, scalable intervention with modest effects. |
Overall Quality: Moderate
Usefulness for Review: Useful for understanding digital health integration in dietary education.
CASP Appraisal – Article 7: Dening et al. (2023) – T2Diet Web-Based Low-Carbohydrate Intervention
Study Design: RCT
Checklist Used: CASP RCT Checklist
| CASP Question | Evaluation |
| 1. Focused issue? | Yes – Compared web-based LC diet vs. standard care on glycaemic control and weight in adults with T2D. |
| 2. Randomisation? | Yes – Stratified block randomisation applied. |
| 3. All patients accounted for? | Yes – Minimal attrition; handled with intention-to-treat. |
| 4. Blinding? | No – Participants not blinded, but outcome assessors were. |
| 5. Similar groups at baseline? | Yes – No significant baseline differences. |
| 6. Equal treatment otherwise? | Yes – Control group received usual care; intervention had structured programme. |
| 7. Size of treatment effect? | Substantial – HbA1c reduction −0.65%; BMI and medication use also dropped. |
| 8. Precision of results? | Yes – Effect sizes and CIs clearly reported. |
| 9. Applicability? | Yes – Highly relevant to current eHealth diabetes management. |
| 10. All outcomes considered? | Yes – HbA1c, BMI, medication reduction, lipid profile. |
| 11. Benefit vs. cost? | Yes – Accessible, effective, and sustainable intervention. |
Overall Quality: High
Usefulness for Review: Strong real-world evidence for web-based low-carb T2D management.
Individual Article Critique and Analysis
- Åberg et al. (2020) – Impact of Whole-Grain Processing on Glycaemic Control
In this study, the impact of the intake of wholegrain rye processed with various particle sizes was investigated applying a combination of randomised and crossover approaches. CASP analysis demonstrates use of rigorous methods such as randomisation, consideration of confounders and defining statistical results. Despite this limitation with regards to the study not being able to blind the participants because of its design, outcome assessors were blinded and hence limitation in detection bias. The main strength of the study is that it focuses on the glycaemic variability and postprandial responses, which are very important in terms of glycaemic control strategies of T2DM. Interestingly, the postprandial glucose fluctuations were reduced (by 9%) as well as the insulin variability which indicates the importance of not only nutrient profile, but also of the level of food processing in controlling the blood sugar levels.
The generalisability may however be influenced by the short term and homogenous Finnish sample used. The major strength is the crossover design, but carryover effects cannot be excluded, completely. The paper provides the useful knowledge of the physiological significance of food processing in T2DM dietary planning and supplements the larger research on food pattern.
- Siopis et al. (2021) – Meta-Analysis on Dietetic Intervention Effectiveness
The meta-analysis conducted by Siopis et al. researching the outcomes of 14 RCTs presented high-level evidence concerning the efficacy of dietitian-led interventions compared to the normal care. CASP checkline also shows that the review met rigorous standards of systematic synthesis, by having a registered protocol, transparent inclusion criteria, and by evaluating study quality. The pooled outcomes were restrictively significant with a decline of HbA1c (0.47%) and body weight, indicating the clinical utility of involving dietitians. A heterogeneity of the studies is one such noteworthy characteristic, which the authors were keen enough to carry out with regard to sensitivity analysis.
Although the results justify the policy-based interventions (e.g. the involvement of dietitians in the multidisciplinary care of diabetes), the shortcomings of such research findings are the limited reporting reliance on the short-term intervals and the absence of patient-focused outcomes, such as the quality of life or eating compliance. This synthesis supports the inclusion of dietitians into care pathways and makes an evidence case to support the health policy in this area, but further studies are recommended to focus on long-term behavioural outcomes.
- Tricò et al. (2021) – LC vs. Mediterranean Diet in Obese Adults at T2D Risk
The RCT of Tric o et al. is well designed that compared low-carbohydrate (LC) and Mediterranean diets among obese high-risk adults in 3 months. The CASP tool gave a high score based on the quality of this study in terms of design and conduction. The design and implementation of both interventions were rigorously arranged and measured and outcome measures addressed such variables as insulin sensitivity, 92cell function, and weight.
The LC diet resulted in better outcomes in weight reduction (3.5 vs. 1.7 kg), and insulin clearance, indicating temporary metabolic benefits. But the Mediterranean diet revealed greater acceptance levels and dietary sustainability levels which were lacking in the test. The open-label study design is at a risk of personnel bias because of the risk of understanding the study, but the blinded laboratory analysis partially counteracts this threat. This intervention illustrates the nutritional effects of the diet composition on T2D risk mitigation, but it requires the longer-term trials in order to estimate the adherence and compliance.
- Currenti et al. (2024) – Short-Term RCT of LC vs. Mediterranean Diet in T2D Patients
Currenti et al. compared the outcome of two commonly used diets on glycaemic management during 16 weeks on administration on overweight/obese adults with T2DM. CASP asserts that the trial was randomly selected, evenly treated, and reported on outcomes with great standards. The LC diet participants showed significantly more improvement on HbA1c (0.65%), BMI (1.9kg/m 2) with significant reductions in antihyperglycaemic medications. In contrast to Tricò et al., the research was carried out among diagnosed patients, therefore providing more applicability to the practice.
The short follow-up, however, does not allow to analyze adherence and long-term outcomes. The generalisability is also moderated by the open-label characteristic and by the number of participants (~80). The trial serves as solid, clinically relevant evidence regarding the application of LC diets in the management of short-term T2D, as well as it demonstrates that more research on the sustainability of these diets is necessary.
- Ramadas et al. (2018) – Web-Based Intervention: myDIDeA in Malaysia
Ramadas and colleagues designed a culturally tailored virtual intervention that they tested on a multiethnic population in Malaysia. The study employs randomisation, a control group, and tailoring of content to cultural sensitivity, all of which are validated by the CASP assessment. Digital platform in this resource-limited setting was associated with moderate changes in dietary knowledge and HbA1c (~−0.6%), indicating that such routes can be employed, as a low-cost measure in circumstances where in-person counselling is impractical or unavailable. Notably, the intervention conforms to the WHO's demand to integrate digital health in chronic disease management.
Although it is a strong study, the study lacked follow-up in a longer duration; moreover, it is based on self-reported dietary practice, which raises questions about accuracy and sustainability.
6. Sjöblom et al. (2025) – The HAPPY Trial: App-Based Nutrition Education
Sjblom et al. performed a 12-week-long RCT study to examine the impact of a dietary intervention on nutritional behaviours among T2DM adults in Sweden. The strengths noted in the CASP critique refer to randomisation, blinded outcome assessment, and measures are objective (e.g. lipid profile, FFQ analysis). The results were small, the consumption of saturated fats was decreased and there was an improvement in triglycerides but not in the overall nutrition quality. This evokes issues regarding intensities in use and stand-alone performance of the mHealth tools without pre-planned instructions.
The retention rate (97 %) indicates good feasibility, and the intervention was low-risk. Nevertheless, the issue of generalisability can be a problem because similar samples and content of the apps are customised to a particular cultural norm. This trial presents the hypothesis that digital applications have little standalone effect on dietary behaviour in T2D but are viable. Future studies need to be conducted on blended models that could involve use of apps and input of professionals.
- Dening et al. (2023) – T2Diet Web-Based Low-Carbohydrate Programme
Dening et al. carried out a digital, low-carb intervention among Australian adults with T2DM. The quality of the methodology is indicated in the CASP tool, which indicates the following strengths: stratification randomisation, good level of adherence and valid outcome measurements. Major outcomes were HbA1c improvement (0.65 percent), decreased weight, and a decline in the need of medications. Scalability and structure used in the programme (videos, peer forums, professional support) intensify real-life implementation, providing a viable model of eHealth.
Weaknesses consist of possible selection bias on the need for internet access and the absence of objective representations in areas involved in the adherence monitoring (e.g. food diaries). Nonetheless, usability is good, as evidenced by the high level of satisfaction and low dropout rate. One of the most encouraging models of digital dietary self-management of T2D is T2Diet, particularly when it is designed in collaboration with education and peer interactions.
Results and Thematic Synthesis
Theme A: The effectiveness of Low-Carbohydrate Diets in Glycaemic Control
Most notable theme among the studies conducted by Tric 2021), Currenti et al. (2024), and Dening et al. (2023) is the higher short-term effectiveness of low-carbohydrate (LC) diets in the enhancement of HbA1c, insulin responsiveness, and body mass. Such trials have shown clinically relevant (~0.65%) glycaemic decreases, and medication use decreased with two, out of three trials. Nonetheless, all these studies did not extend beyond 16 weeks, which raises doubts regarding long-term sustainability, dietary compliance, and nutritional quality. There is a gap that deserves longitudinal research.
Theme B: Digital Health Interventions are effective yet demand support
Ramadas et al. (2018), Sjblom et al. (2025) and Dening et al. (2023) investigated the digital dietary intervention. Although they were all shown to change HbA1c and dietary measures in a significant and statistically significant manner, the effects were not as large as those seen in dietitian-led or supervised LC interventions. The availability of well-structured guidance and the existing support in a social or professional environment (as observed in Dening et al.) became a decisive success factor indicating that the digital tool at best may not be enough in prompting a long-lasting behavioural change. It is representative of the larger body of literature in which blended strategies (e.g. using digital tools alongside human feedback) are found to be best.
Theme C: Dietitians and Professional Support
The meta-analysis on dietitian-led interventions developed by Siopsis et al. (2021) was more than convincing, and the results obtained by that intervention were better than those achieved under conventional care. This was sustained by other studies: where professionals were implicated (e.g., Dening, Ramadas), the results were better, more stable, and more likely to last. This implies a particular implication of nursing and health policy that the inclusion of qualified dietitians into primary care and diabetes teams improves patient results and decreases long-term complications.
Theme D: Processing and Quality of Foods Matter
The research study conducted by Aberg, et al. (2020) offers a more complementary insight, trying to discover the effects of food processing (not only the type of nutrient) on glycaemic response. The observation of the better insulin and glucose management when people use less processed forms of whole grains brings a rather significant qualitative aspect to food interventions; something that is usually ignored. It implies that in addition to prescribing so-called healthy diets, T2DM dietary education must be complemented by information about the minimal process of food choice promotion, further enhancing the nutritional literacy of the patients.
Chapter 5: Conclusion
The pertinent theme of this dissertation was to discuss the soundness of dietary measures in treatment of Type 2 Diabetes Mellitus (T2DM). The evidence that was used in the systematic literature review carried out as a part of this study referred to a wide selection of peer-reviewed literature such as randomised controlled trials, meta-analyses and technology-based interventions. All investigations added worthwhile information on the ability of different dietary measures to enhance glycaemic control, decrease medication dependence, facilitate weight management, and improve overall metabolic performance in the population of adults with T2DM.
These findings showed that there was an agreement among the studies regarding an effective method of managing T2DM, dietary interventions consisted of the study when the diet was properly constructed, and the methods were aided by professional help. Low-carbohydrate and Mediterranean-style diet-based interventions were specifically associated with favourable short-term outcomes in terms of HbA1c, body mass and lipid profile improvements (Dening et al., 2023). Notably, many studies emphasized that such improvements were not only statistically significant but also clinically relevant, particularly under the circumstances when personalised dietary advice was sustained during longitudinal time. During digital interventions, the results were affected positively when participants had continuous support of the dietitians or peers as compared to the standalone digital platforms. Based on these findings, the research question has been answered affirmatively, but the research has limitations in regards to their sustainability in the long term and the capacity to make generalisations.
With respect to the initial research question, which was how effective dietary interventions can be in the management of T2DM, this review can provide a partially positive response. The information indicates that dietary interventions are effective and feasible. Nevertheless, these results are mainly on short to medium term trials, with most of them being carried out under controlled or supportive conditions. Its real-world practicality and compliance over the duration of time along with psychosocial effects, including motivation/food access and cultural palatability still need to be investigated (Linnenluecke, Marrone and Singh, 2020). So, the response to the research question may be summed up as generally positive, but conditional: the interventions do work, but it is an open question how far they are sustainable, scalable, and effective in various environments.
Some significant recommendations were also produced in this dissertation. To implement the nursing practice, it is critical to incorporate the process of nutrition counselling in the regular care. Nurses ought to be supplied with expertise and competencies to advise the patients on diet regulation, check out nutritional requirements, and refer them to the dietician in time as well. This plays an important role, especially in the primary care environment where nurses may be the first professionals to meet people who have just been newly diagnosed with T2DM (Currenti et al., 2024).
Research wise, the gaps in the literature will have to be filled in future. Conclusions about the long-term adherence and sustainability of metabolism of most studies is restricted because of their short span.
On a policy level, the national healthcare system is supposed to allocate funds and anchor dietary services in diabetes intervention chains. The role of structured education and dietary intervention in the care of diabetes has been highlighted in the existing NICE guidelines, though barriers towards implementing these services remain. One possible solution is to invest in digital platforms, although the latter will have to be complemented by training and accessibility needs, as well as culturally responsive design.
The heterogeneity of the interventions was one of the most important issues that affected the analysis of the process of this research. The significant differences in the description of the dietary methods, the research individual design, population demographics, and the manner of deliveries made it difficult to make a direct comparison (Ramadas et al., 2018). Nonetheless, such diversity provided a wider picture of the opportunities of dietary management of T2DM.
The other factor that influenced it was that there was not much data available regarding the long-term. Themselves, though some studies showed excellent immediate results, lack of any follow-up data after three to six months prevented making conclusions about the sustainability of the interventions. Moreover, the review was characterized by the appearance of a relative shortage of involvement of patients and the population in the design and assessment of studies.
Co-design of services is particularly applicable in dietary research as tastes, culture, and lived experience may dramatically influence the engagement and the results. Research projects in the future ought to inculcate co-design principles and participatory approaches so that it is not just evidence-based dietary interventions but are also valuable or sense-based to the recipients. Ethically and practically, it is helping patients and carers participate in the design and evaluation of interventions to address the values of person-centred care and perhaps a better and acceptable service.
In the outlook, there are a number of areas that should be addressed urgently. On the one hand, nurse-led dietary interventions have to be investigated by more powerful studies. The idea of providing nurses with the power to administer nutrition should increase service availability and not reduce care quality as healthcare systems are experiencing resource shortages worldwide. Second, digital interventions need to be tailored to the needs of populations with problems with digital literacy or limited internet access, and technology should not become a barrier to accessing care.
As a conclusion of this review, dietary intervention gains significant importance in the treatment process of T2DM and should be accepted as an important part of the regular regimen. Although evidence on short-term clinical outcomes is solid, it leaves unanswered questions on the long-term adherence, psychosocial outcomes and execution in various contexts. Nurses are in the perfect positions to assist in such interventions and their role should be identified and improved with training, policy reinforcement, and collaboration between disciplines.
References
Books and Journals
- Booth, A., Martyn-St James, M., Clowes, M. and Sutton, A., 2021. Systematic approaches to a successful literature review
- Chandrasekaran, P. and Weiskirchen, R., 2024. The role of obesity in type 2 diabetes mellitus—An overview. International journal of molecular sciences, 25(3), p.1882.
- Che, T., Yan, C., Tian, D., Zhang, X., Liu, X. and Wu, Z., 2021. Time-restricted feeding improves blood glucose and insulin sensitivity in overweight patients with type 2 diabetes: a randomised controlled trial. Nutrition & metabolism, 18, pp.1-10.
- Kraus, S., Breier, M., Lim, W.M., Dabić, M., Kumar, S., Kanbach, D., Mukherjee, D., Corvello, V., Piñeiro-Chousa, J., Liguori, E. and Palacios-Marqués, D., 2022. Literature reviews as independent studies: guidelines for academic practice. Review of managerial science, 16(8), pp.2577-2595.
- Lim, W.M., Kumar, S. and Ali, F., 2022. Advancing knowledge through literature reviews:‘what’,‘why’, and ‘how to contribute’. The Service Industries Journal, 42(7-8), pp.481-513.
- Liu, X., Anstey, J., Li, R., Sarabu, C., Sono, R. and Butte, A.J., 2021. Rethinking PICO in the machine learning era: ML-PICO. Applied clinical informatics, 12(02), pp.407-416.
- Lu, X., Xie, Q., Pan, X., Zhang, R., Zhang, X., Peng, G., Zhang, Y., Shen, S. and Tong, N., 2024. Type 2 diabetes mellitus in adults: pathogenesis, prevention and therapy. Signal Transduction and Targeted Therapy, 9(1), p.262.
- Miller, V., Micha, R., Choi, E., Karageorgou, D., Webb, P. and Mozaffarian, D., 2022. Evaluation of the quality of evidence of the association of foods and nutrients with cardiovascular disease and diabetes: a systematic review. JAMA network open, 5(2), pp.e2146705-e2146705.
- Octari, T.E., Suryadi, B. and Sawitri, D.R., 2020. The role of self-concept and health locus of control on quality of life among individuals with diabetes. J. Psikol, 19, pp.80-94.
- Ojo, O., Ojo, O.O., Zand, N. and Wang, X., 2021. The effect of dietary fibre on gut microbiota, lipid profile, and inflammatory markers in patients with type 2 diabetes: a systematic review and meta-analysis of randomised controlled trials. Nutrients, 13(6), p.1805.
- Paul, J., Khatri, P. and Kaur Duggal, H., 2024. Frameworks for developing impactful systematic literature reviews and theory building: What, Why and How?. Journal of Decision Systems, 33(4), pp.537-550.
- Petroni, M.L., Brodosi, L., Marchignoli, F., Sasdelli, A.S., Caraceni, P., Marchesini, G. and Ravaioli, F., 2021. Nutrition in patients with type 2 diabetes: present knowledge and remaining challenges. Nutrients, 13(8), p.2748.
- Rosenstock, J., Wysham, C., Frías, J.P., Kaneko, S., Lee, C.J., Landó, L.F., Mao, H., Cui, X., Karanikas, C.A. and Thieu, V.T., 2021. Efficacy and safety of a novel dual GIP and GLP-1 receptor agonist tirzepatide in patients with type 2 diabetes (SURPASS-1): a double-blind, randomised, phase 3 trial. The Lancet, 398(10295), pp.143-155.
- Thipsawat, S., 2021. Early detection of diabetic nephropathy in patient with type 2 diabetes mellitus: A review of the literature. Diabetes and Vascular Disease Research, 18(6), p.14791641211058856.
- Van Dinter, R., Tekinerdogan, B. and Catal, C., 2021. Automation of systematic literature reviews: A systematic literature review. Information and software technology, 136, p.106589.
- Xourafa, G., Korbmacher, M. and Roden, M., 2024. Inter-organ crosstalk during development and progression of type 2 diabetes mellitus. Nature Reviews Endocrinology, 20(1), pp.27-49.
- Zhou, Chong, Meng Wang, Jiling Liang, Guomin He, and Ning Chen. 2020. "Ketogenic diet benefits to weight loss, glycemic control, and lipid profiles in overweight patients with type 2 diabetes mellitus: a meta-analysis of randomized controlled trails." International journal of environmental research and public health 19, no. 16 (2022): 10429.
Online
- NHS, 2024. Online. Available through: https://www.nhs.uk/conditions/type-2-diabetes/treatment/
- NICE, 2023. Online. Available through: < https://www.nice.org.uk/guidance/ng28
- Type 2 Diabetes statistics UK, 2024. Online. Available through https://www.diabetes.org.uk/about-us/about-the-charity/our-strategy/statistics
- Åberg, S., Mann, J., Neumann, S., Ross, A.B. and Reynolds, A.N. (2020). Whole-Grain Processing and Glycemic Control in Type 2 Diabetes: A Randomized Crossover Trial. Diabetes Care, [online] 43(8), pp.1717–1723. doi:https://doi.org/10.2337/dc20-0263.
- Barnett, A., Wright, C., Stone, C.M., Nok, N., Pooja Adhyaru, Kostjasyn, S.P., Hickman, I.J., Campbell, K.L., Mayr, H.L. and Kelly, J.T. (2022). Effectiveness of dietary interventions delivered by digital health to adults with chronic conditions: Systematic review and meta‐analysis. Willey. doi:https://doi.org/10.1111/jhn.13125.
- Coman, L.-I., Ianculescu, M., Paraschiv, E.-A., Alexandru, A. and Bădărău, I.-A. (2024). Smart Solutions for Diet-Related Disease Management: Connected Care, Remote Health Monitoring Systems, and Integrated Insights for Advanced Evaluation. Applied Sciences, [online] 14(6), p.2351. doi:https://doi.org/10.3390/app14062351.
- Currenti, W., Losavio, F., Quiete, S., Alanazi, A.M., Messina, G., Polito, R., Ciolli, F., Zappalà, R.S., Galvano, F. and Cincione, R.I. (2024). Comparative Evaluation of a Low-Carbohydrate Diet and a Mediterranean Diet in Overweight/Obese Patients with Type 2 Diabetes Mellitus: A 16-Week Intervention Study. Nutrients, [online] 16(1), p.95. doi:https://doi.org/10.3390/nu16010095.
- De Groot, J., Wu, D., Flynn, D., Robertson, D., Grant, G. and Sun, J. (2021). Efficacy of telemedicine on glycaemic control in patients with type 2 diabetes: A meta-analysis. World Journal of Diabetes, 12(2), pp.170–197. doi:https://doi.org/10.4239/wjd.v12.i2.170.
- Dening, J., Mohebbi, M., Abbott, G., George, E.S., Ball, K. and Islam, S.M.S. (2023). A web-based low carbohydrate diet intervention significantly improves glycaemic control in adults with type 2 diabetes: results of the T2Diet Study randomised controlled trial. Nutrition & Diabetes, [online] 13(1), pp.1–8. doi:https://doi.org/10.1038/s41387-023-00240-8.