ClinicalTrials.gg
CompletedNCT07265245ANALOGIES01Updated Jan 23, 2026Results posted

Evaluating an Analogy-Based Consultation Approach for Insulin-Treated Type 2 Diabetes Patients

An interventional study of M2-PRIME in Type 2 Diabetes, sponsored by Ministry of Health, Malaysia. Completed at 1 site in Malaysia. Per ClinicalTrials.gov, last updated 2026-01-23.

Sponsored by Ministry of Health, Malaysia · Not applicable, Interventional, and Health services research

From the registry’s dates

  • Registered 2 years 10 months after the study started (first participant enrolled Jan 2023, registered Nov 2025).
Phase
Not applicable
Study type
Interventional
Enrollment
106
Allocation
Not applicable
Sex
All
01

Study summary

The goal of this retrospective interventional study is to learn whether a new consultation approach called M2-PRIME can help improve blood sugar control in people with type 2 diabetes who use insulin and have high blood sugar levels (HbA1c more than 8.5%).

The main questions are:

  1. Does using M2-PRIME during consultations help lower HbA1c (3-month average blood sugar level)?
  2. Does using M2-PRIME help lower fasting blood sugar (FBS, morning blood sugar)?

In this study, participants received their regular diabetes care at the Self-Monitoring of Blood Glucose (SMBG) clinic, which runs once a week. Two primary healthcare providers (PHPs) trained in the M2-PRIME framework provided the consultations.

During each visit, PHPs used M2-PRIME to:

  1. Build rapport and review the participant's health and lifestyle,
  2. Give simple advice about food, activity, and insulin use,
  3. Use the "Garbage and Lorry" analogy to explain how the body handles sugar, 4. Educate regarding insulin self-adjustment and monitoring

5. Adjust insulin doses when needed

Each participant had three consultations over six months. Their HbA1c and fasting blood glucose were measured at the start and after six months to see if their blood sugar control improved.

Read the detailed description

This study is designed to evaluate the effectiveness of a novel analogy-based consultation framework, called M2-PRIME (The Metaphoric Medicine Practical Roadmap for Insulin Management Essentials ), in improving glycaemic control among insulin-treated type 2 diabetes mellitus (T2DM) patients.

The M2-PRIME framework aims to simplify complex diabetes concepts using metaphors and analogies. Its core analogy, the "Garbage and Lorry" model, describes blood sugar as "garbage" that accumulates in the bloodstream, while insulin acts as a "lorry" that carries the sugar into the body's cells, represented as the "factory." The framework is intended to improve understanding, adherence, and motivation among people with T2DM through simplified and unified communication.

This will be a retrospective, single-group pre-post interventional study conducted at a government primary care Self-Monitoring of Blood Glucose (SMBG) clinic in Klinik Kesihatan Senawang, Negeri Sembilan, Malaysia. The clinic runs once a week and is managed by two trained primary healthcare providers (PHPs).

Participants will include adults with insulin-treated T2DM and poor glycaemic control (HbA1c > 8.5%). All participants will have received standard diabetes care at the SMBG clinic, with M2-PRIME introduced as part of routine service improvement. Each participant will have received up to three structured M2-PRIME consultations over six months. Each consultation will include:

  1. Building rapport and reviewing medical and lifestyle history,
  2. Providing tailored education on diet, physical activity, and medication adherence,
  3. Using the "Garbage and Lorry" analogy to explain how insulin helps lower blood sugar
  4. Adjusting insulin doses and problem-solving based on self-monitoring results.

The primary outcomes will be changes in HbA1c (%) and fasting blood sugar (FBS, mmol/L) between baseline and six months after the final consultation. Outcome data will be collected from participants who completed follow-up, and will be analyzed using paired-samples statistical tests.

This study has received approval from the Medical Research and Ethics Committee (MREC), Ministry of Health Malaysia (NMRR ID-: 24-00725-QIL, Ref: 24-00725-QIL). Because it involves retrospective analysis of anonymized clinical data from patients who had already received standard care, the requirement for individual informed consent has been waived in accordance with the Declaration of Helsinki (2013) and Malaysian Good Clinical Practice guidelines.

02

Conditions studied

  • Type 2 Diabetes

Keywords

  • type 2 diabetes
  • analogies
  • M2-PRIME
  • Consultation module
03

In context

Diabetes Mellitus, Type 2

10,371 studies on the registry are indexed under Diabetes Mellitus, Type 2; 1,406 are open to participants now.

This study's enrollment of 106 is above the median of 80 across 8,350 interventional studies indexed under Diabetes Mellitus, Type 2.

Browse Diabetes Mellitus, Type 2 studies →

Lead sponsor

Ministry of Health, Malaysia is the lead sponsor of 27 studies on the registry; none are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
Child (0–17), Adult (18–64), Older adult (65+)
Sexes eligible
All
Accepts healthy volunteers
No

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • Established T2DM patients, already on insulin therapy regardless of the type of insulin or regime or duration of treatment
  • at referral more than 8.5%
  • Already seen by diabetic educator or dietician prior to referral

Exclusion criteria

Exclusion Criteria:

  • Pregnant or found to be pregnant during follow-up
Terms in these criteria, in plain language(1)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

HbA1c

A blood test of average blood sugar over the past two to three months, given as a percentage or in mmol/mol. 6.5% (48 mmol/mol) or more is the usual threshold for diabetes, normally confirmed by a second test.

05

Study design

Phase
Not applicable
Primary purpose
Health services research
Allocation
Not applicable
Intervention model
Single group
Masking
None (open label)
Enrollment
106 participants (actual)

Study arms

  • Experimental
    M2-PRIME applied

    M2-PRIME

    Behavioral: M2-PRIME

Interventions

  • BehavioralM2-PRIME

    Participants received consultations delivered using the M2-PRIME framework, which applies analogy-based education (e.g., the "Garbage and Lorry" model) to improve understanding of diabetes and insulin use.

06

What researchers measure

Primary outcomes

  1. HbA1c

    HbA1c (%) at 6 months

    Time frame: 6 months

Secondary outcomes

  1. Fasting Blood Sugar

    Fasting Blood Sugar (FBS) (mmol/L) in 6 months

    Time frame: 6 months

07

Results

Posted Jan 23, 2026
Limitations and caveats
Firstly, the study design lacks a control group. Secondly, the relatively high loss to follow-up (16.8%) raises the possibility of selection bias. Thirdly, the short 6-month follow-up period limits conclusions about the long-term sustainability of glycaemic control.

Participant flow

Participants were identified through routine referrals to the Self-Monitoring of Blood Glucose (SMBG) clinic at Klinik Kesihatan Senawang. All eligible adults with insulin-treated type 2 diabetes mellitus and HbA1c greater than 8.5% during the study period were enrolled as part of standard clinical care.

Participant flow — Overall Study
MilestoneM2-PRIME Applied
Started106
Completed89
Not completed17
Withdrew: Lost to follow-up17

Outcome measures

SecondaryFasting Blood Sugar

Fasting Blood Sugar (FBS) (mmol/L) in 6 months

Time frame:
6 months
Reported as:
Mean · mmol/L
Fasting Blood Sugar
mmol/LM2-PRIME Applied
Fasting Blood Sugar9.22 ± 4.89
PrimaryHbA1c

HbA1c (%) at 6 months

Time frame:
6 months
Reported as:
Mean · Percentage (%) of HbA1c
HbA1c
Percentage (%) of HbA1cM2-PRIME Applied
HbA1c10.31 ± 2.01

Adverse events

Collected over from enrollment until end of follow-up, an average of 6 months.. Non-serious events are listed at a 0% frequency threshold.

Adverse event summary by group
GroupDeathsSeriousOther
M2-PRIME Applied0/89 (0%)0/89 (0%)0/89 (0%)

Baseline characteristics

Age, Continuous
Age, Continuous(Years)M2-PRIME Applied
Mean57.2 ± 10.7
Sex: Female, Male
Sex: Female, Male(Participants)M2-PRIME Applied
Female51
Male38
Race and Ethnicity Not Collected
Race and Ethnicity Not Collected(Participants)M2-PRIME Applied
Baseline HbA1c
Baseline HbA1c(Percent)M2-PRIME Applied
Mean11.88 ± 1.84
Baseline fasting blood glucose
Baseline fasting blood glucose(mmol/L)M2-PRIME Applied
Mean12.54 ± 6.32
08

Study locations

1 site
  • Klinik Kesihatan Senawang
    Seremban, Negeri Sembilan 70450, Malaysia
09

References and documents

Related links

Study documents

PDFs hosted by the registry, ClinicalTrials.gov.

Individual participant data

Plan to share: Yes — The data and materials necessary to reproduce the findings that includes all of the individual participant data collected during the trial, after de-identification, Study Protocol, Statistical Analysis Plan, Clinical, Study Report, Analytic Code will be made available immediately following publication with no end date. Anyone can access the data, and the data can be used for any purpose. Data are available indefinitely at Open Science Framework https://osf.io/v26ku/overview

Supporting information: Study protocol, Statistical analysis plan, Clinical study report, Analytic code

Time frame: immediately

Access criteria: Anyone can access the data, and the data can be used for any purpose

Data sharing details ↗ · osf.io

10

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Jan 23, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
11

Registry details

Key details

Study ID
NCT07265245
Lead sponsor
Ministry of Health, Malaysia
Responsible party
Muhammad Hanif Bin Omar (Principal Investigator, Ministry of Health, Malaysia) — Principal investigator
First posted
Dec 4, 2025
Start date
Jan 1, 2023
Primary completion
Jul 1, 2023
Completion
Jan 1, 2025
Results posted
Jan 23, 2026
Last update
Jan 23, 2026

Study contacts

MUHAMMAD HANIF B OMAR, MICGP
principal investigator · Ministry of Health, Malaysia

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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This study is completed, as verified in Jan 2026. You cannot join it, but the record below documents what was studied.

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