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RecruitingNCT07778134AI-STORYUpdated Aug 21, 2026

AI-Generated Personalized Story Book to Improve Patient Behaviour

An interventional study of AI-Generated Personalized Dental Storybook and Standard Dental Storybook in Dental Anxiety in Children, Behavior Management and Pediatric Dental Anxiety, sponsored by Eskisehir Osmangazi University. Recruiting at 1 site in Turkey (Türkiye). Open to participants aged 4 Years to 7 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2026-08-21.

Sponsored by Eskisehir Osmangazi University · Not applicable, Interventional, and Prevention

From the registry’s dates

  • Started Jun 2026; still recruiting 5 months later.
Phase
Not applicable
Study type
Interventional
Enrollment
69
Allocation
Randomized
Ages
4 Years to 7 Years
Sex
All
01

Study summary

Dental anxiety and uncooperative behavior frequently interfere with the successful delivery of dental treatment in children and may increase the need for pharmacological behavior management. Storytelling is a widely used non-pharmacological behavior guidance technique that can improve participants' familiarity with the dental environment and enhance cooperation. Recent advances in artificial intelligence (AI) enable the development of personalized storybooks tailored to each participant's individual characteristics and preferences, which may improve engagement with behavior guidance interventions.

This randomized controlled trial aims to compare the effectiveness of three behavior guidance approaches in pediatric participants receiving dental treatment: (1) an AI-generated personalized dental storybook, (2) a standard dental storybook, and (3) standard behavior guidance alone. Eligible participants will be randomly allocated to one of the three study groups. The AI-generated storybook will be individually designed according to each participant's characteristics and interests, whereas the standard storybook will contain the same dental theme without personalization. Participants in the control group will receive routine non-pharmacological behavior guidance used in pediatric dental practice. Behavioral cooperation, dental anxiety, treatment acceptance, and other prespecified outcomes will be assessed using validated measurement tools before and during dental treatment.

Read the detailed description

This randomized controlled clinical trial aims to evaluate the effectiveness of artificial intelligence (AI)-generated, patient-specific digital storybooks in reducing dental anxiety and enhancing clinical cooperation among pediatric dental patients undergoing preventive and restorative treatments.

Eligible children whose parents or legal guardians provide written informed consent (and who provide child assent according to age and developmental maturity) will be randomly allocated into three parallel study arms:

  1. Experimental Group (AI-Driven Personalized Storybook): Patients in this group will receive a personalized digital storybook intervention before dental procedures. The narrative is dynamically constructed using a large language model (Google Gemini API) based on demographic, behavioral, sensory, and interest profile data collected from both the parent and child via a dedicated interface. The AI-generated content is developed under structured prompt engineering protocols to ensure age-appropriate language, positive psychological framing, and alignment with Tell-Show-Do (TSD) principles. Crucially, all AI-generated materials undergo clinical screening and approval by the investigator before presentation on a digital tablet.
  2. Active Control Group (Standard Published Storybook): Patients will be presented with pre-selected, professionally validated, non-personalized standard children's dental storybooks via a tablet prior to the procedures.
  3. Control Group (Conventional Behavior Guidance): Patients will receive standard basic behavior guidance techniques, primarily verbal communication and traditional Tell-Show-Do, without storybook intervention.

The clinical protocol comprises three sequential visits scheduled at two-week intervals:

  • Session 1: Baseline assessments, oral examination (dmft/dmfs, modified gingival index, plaque index), oral hygiene motivation, and preventive interventions (oral prophylaxis, topical fluoride, and/or pit and fissure sealants).
  • Session 2: Class I restorative treatment of a cavitated primary/permanent molar using high-viscosity glass ionomer cement (HVGIC) following cavity preparation.
  • Session 3: Restorative treatment of another cavitated tooth under standard Tell-Show-Do protocol without storybook reading, along with gingival and plaque index re-evaluations.

Outcome Assessments: Dental anxiety and cooperative behavior will be evaluated across all sessions at predetermined pre- and post-intervention intervals using:

  • Subjective/Self-Report Measures: Venham Picture Test (VPT) and child-rated Facial Image Scale (FIS).
  • Operator-Reported Measures: Dentist-rated Facial Image Scale (FIS) and the Venham Clinical Cooperation Scale (VCCS).
  • Physiological Biomarkers: Real-time pulse rate and oxygen saturation (SpO2) monitoring via pulse oximetry.
  • Clinical Performance: Completion status and permission levels of targeted preventive and restorative procedural steps.

Stringent exclusion and drop-out criteria are established, including requirements for local anesthesia, pulp therapy, or emergency management during the trial sessions, ensuring standardized procedural complexity and patient safety.

02

Conditions studied

  • Dental Anxiety in Children
  • Behavior Management
  • Pediatric Dental Anxiety

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Keywords

  • pediatric dentistry
  • dental anxiety
  • behavior management
  • artificial intelligence
  • personalized storytelling
  • randomized controlled trial
03

In context

Behavior

1,573 studies on the registry are indexed under Behavior; 313 are open to participants now.

This study's planned enrollment of 69 is below the median of 120 across 1,197 interventional studies indexed under Behavior.

Browse Behavior studies →

Lead sponsor

Eskisehir Osmangazi University is the lead sponsor of 153 studies on the registry; 27 are open to participants now.

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

04

Who can participate

Ages eligible
4 Years to 7 Years
Sexes eligible
All
Accepts healthy volunteers
Yes

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

  • Participants classified as Frankl II (Negative) or Frankl III (Positive) according to the Frankl Behavior Rating Scale.
  • Systemically healthy participants classified as (ASA) Physical Status I.
  • Participants with at least two primary molars requiring Class I occlusal restorations for superficial carious lesions that do not require local anesthesia.
  • Parents or legal guardians who voluntarily provide written for participation in the study.

Exclusion criteria

Exclusion Criteria:

  • Participants younger than 4 years or older than 7 years of age.
  • Participants with systemic diseases or developmental delay.
  • Participants with a current psychiatric disorder or who have been under psychiatric follow-up within the previous 6 months.
  • Participants receiving psychotropic medication.
  • Participants diagnosed with neurodevelopmental disorders (e.g., autism spectrum disorder or moderate-to-severe attention-deficit/hyperactivity disorder).
  • Participants with communication or developmental impairments that may interfere with the reliable administration of the study assessment scales.
  • Children with special health care needs.
  • Participants with general or dental developmental anomalies (e.g., amelogenesis imperfecta, cleft lip and/or palate, osteogenesis imperfecta).
  • Participants classified as Frankl I (Definitely Negative) or Frankl IV (Definitely Positive) according to the Frankl Behavior Rating Scale.
  • Participants with a history of spontaneous dental pain or symptomatic teeth requiring emergency treatment.
  • Participants whose parent or legal guardian does not provide written .
Terms in these criteria, in plain language(2)

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.

ASA physical status

The anaesthetists’ scale of health before surgery: I is healthy, II has a mild illness that is under control, III a severe one, IV a severe illness that is a constant threat to life. V and VI are used for the critically ill and for organ donors.

Informed consent

Before you join, the study team explains what taking part involves — its purpose, what happens, the risks and possible benefits — and answers your questions, so you can decide freely. Consent is usually recorded on a form (the informed consent form, ICF) signed by you or, where the law allows, by someone legally authorised to decide for you.

You can keep asking questions during the study, you are told of new information that matters, and you can choose to leave at any time.

05

Study design

Phase
Not applicable
Primary purpose
Prevention
Allocation
Randomized
Intervention model
Parallel assignment
Masking
None (open label)
Enrollment
69 participants (estimated)

Study arms

  • Active comparator
    Control Group

    The Venham Picture Test (VPT; child-reported) and Facial Image Scale (FIS; child- and clinician-reported) will be administered. Heart rate and oxygen saturation will be measured using a pulse oximeter and recorded as baseline physiological parameters. Participants in the control group will receive the same procedures using only conventional behavior guidance techniques, including verbal communication and the tell-show-do technique, applied sequentially. At each treatment visit, the overall visit score determined by the clinician will be recorded using the Venham Clinical Cooperation Scale (VCCS).

    Behavioral: Standard Behavior Guidance

  • Active comparator
    Standard dental storybook

    The Venham Picture Test (VPT; child-reported) and Facial Image Scale (FIS; child- and clinician-reported) will be administered. Heart rate and oxygen saturation will be measured using a pulse oximeter and recorded as baseline physiological parameters. The storybook entitled "The Dentist" will be read together with the clinician. The book, which focuses on a dental visit, was evaluated in a separate study by a pediatric dentist with 10 years of clinical experience for age appropriateness and its alignment with behavior guidance principles. It was selected from among 24 books and considered suitable for this purpose. A clinical examination will be performed, and the dmft/dmfs scores, Modified Gingival Index, and Plaque Index will be recorded.

    Behavioral: Standard Dental Storybook · Behavioral: Standard Behavior Guidance

  • Experimental
    AI-generated personalized storybook

    The Venham Picture Test (VPT; child-reported) and Facial Image Scale (FIS; child- and clinician-reported) will be administered. Heart rate and oxygen saturation will be measured using a pulse oximeter and recorded as baseline physiological parameters. The personalized storybook prepared for the child will be read together with the clinician on a tablet. A clinical examination will be performed, and the dmft/dmfs scores, Modified Gingival Index, and Plaque Index will be recorded.

    Behavioral: AI-Generated Personalized Dental Storybook · Behavioral: Standard Behavior Guidance

Interventions

  • BehavioralAI-Generated Personalized Dental Storybook

    Before the dental procedure begins, the dentist will read an artificial intelligence-generated personalized dental storybook to the participant. The storybook will be individually developed based on the participant's age, interests, preferences, and personal characteristics to familiarize the participant with the dental environment and procedures as a behavior guidance intervention.

  • BehavioralStandard Dental Storybook

    Before the dental procedure begins, the dentist will read a standardized dental storybook to the participant. The storybook will provide general information about the dental environment and dental procedures without personalized content and will be used as a behavior guidance intervention.

  • BehavioralStandard Behavior Guidance

    Participants will receive routine non-pharmacological behavior guidance before and during the dental procedure according to standard pediatric dental practice. Standard behavior guidance techniques, including tell-show-do, positive reinforcement, distraction and age-appropriate communication strategies will be used as clinically indicated.

06

What researchers measure

Primary outcomes

  1. Facial Image Scale (FIS) score - child reported

    FIS assesses anxiety in children using five facial expressions ranging from very happy to very unhappy. Children select the face that best represents their feelings at that moment. Scores range from 1 to 5; higher scores indicate higher anxiety levels.

    Time frame: Baseline (pre-intervention) and post-procedure at Session 1 (Day 0), Session 2 (Week 2), and Session 3 (Week 4); each session lasting approximately 30-45 minutes

  2. Facial Image Scale (FIS) score - clinician reported

    The clinician-reported Facial Image Scale (FIS) assesses the child's anxiety level based on five facial expressions ranging from very happy to very unhappy. The clinician selects the facial expression that best represents the child's observed emotional state. Scores range from 1 to 5, with higher scores indicating higher levels of anxiety.

    Time frame: Baseline (pre-intervention) and post-procedure at Session 1 (Day 0), Session 2 (Week 2), and Session 3 (Week 4); each session lasting approximately 30-45 minutes

  3. Venham Picture Test (VPT) score

    VPT consists of 8 pairs of drawings showing children with contrasting emotional expressions. The child is asked to select the image that most closely reflects their current emotional state from each pair. One point is assigned for each anxiety-related image selected, resulting in a total score ranging from 0 to 8. Higher scores indicate more dental anxiety.

    Time frame: Baseline (pre-intervention) and post-procedure at Session 1 (Day 0), Session 2 (Week 2), and Session 3 (Week 4); each session lasting approximately 30-45 minutes

  4. Pulse

    This measurement will be performed to provide an objective assessment of the child's physiological response to dental treatment-related anxiety.

    Time frame: Baseline (pre-intervention) and post-procedure at Session 1 (Day 0), Session 2 (Week 2), and Session 3 (Week 4); each session lasting approximately 30-45 minutes

  5. Oxygen Saturation

    This measurement will be performed to provide an objective assessment of the child's physiological response to dental treatment-related anxiety.

    Time frame: Baseline (pre-intervention) and post-procedure at Session 1 (Day 0), Session 2 (Week 2), and Session 3 (Week 4); each session lasting approximately 30-45 minutes

  6. Venham Clinical Cooperation Scale (VCCS) score

    The Venham Clinical Cooperation Scale (VCCS) is a six-point clinician-rated scale used to assess a child's level of cooperation during dental treatment. Scores range from 0 to 5, with 0 indicating good cooperation and 5 indicating severe uncooperative behavior. The score reflects the child's overall behavioral response and level of cooperation throughout the dental visit, with higher scores indicating poorer cooperation.

    Time frame: At the end of each session: Session 1 (Day 0), Session 2 (Week 2), and Session 3 (Week 4)

Secondary outcomes

  1. Plaque Index (Silness and Löe)

    The Silness and Löe Plaque Index assesses the presence and thickness of dental plaque in relation to the gingival margin. The individual Plaque Index score is calculated by summing the scores obtained for the examined teeth and dividing the total by the number of teeth examined. Score 0: No plaque is present. Score 1: A thin film of plaque is present at the gingival margin. The plaque cannot be observed visually and can only be detected by probing with a periodontal probe. Score 2: A moderate accumulation of plaque is visible at the gingival margin. No plaque is present in the proximal areas. The plaque is readily detectable by visual examination. Score 3: A substantial accumulation of plaque is present at the gingival margin, with the interdental areas filled with plaque.

    Time frame: Baseline (Session 1, Day 0) and at the follow-up visit (Session 3, Week 4)

  2. Modified Gingival Index

    The Modified Gingival Index (MGI) is a non-invasive clinical index used to assess gingival inflammation based on visual assessment of gingival color, swelling, and other clinical signs of inflammation. Gingival tissues are scored on a scale from 0 to 4, with higher scores indicating greater severity of gingival inflammation. Unlike conventional gingival indices, the MGI does not require probing or assessment of bleeding on probing.

    Time frame: Baseline (Session 1, Day 0) and at the follow-up visit (Session 3, Week 4)

07

Study locations

1 of 1 sites recruiting
  • epartment of Pediatric Dentistry, Eskişehir Osmangazi University Faculty of Dentistry
    Eskişehir, Turkey (Türkiye)
    Recruiting
    • Associate Professor · Contactirem.bag@ogu.edu.tr · +905064379883
    • Research Assistant · Contacttubanurarol@gmail.com · +905062177860
    • İrem Bağ Baytar · Principal investigator
    • Tuba Nur Arol · Sub investigator
08

References and documents

Individual participant data

Plan to share: No — We plan to note that when research results are published as scientific outputs/manuscript, interested readers can access them through the corresponding author.

No publications or documents are linked to this record.

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Aug 21, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT07778134
Responsible party
Irem Bag (Associate Professor, Eskisehir Osmangazi University) — Principal investigator
First posted
Aug 21, 2026
Start date
Jun 8, 2026
Primary completion
Nov 12, 2027 (estimated)
Completion
Nov 12, 2027 (estimated)
Last update
Aug 21, 2026

Study contacts

Associate Professor
Contact
irem.bag@ogu.edu.tr
+905064379883
Research Assistant
Contact
tubanurarol@gmail.com
+905062177860
İrem Bağ Baytar
principal investigator · Eskişehir Osmangazi University Faculty of Dentistry

Oversight

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

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