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This study evaluates the effectiveness of behavioral messages sent via WhatsApp in encouraging patients to schedule preventive dental check-ups. Specifically, it examines how (1) prompting people to bundle the dental appointment with an existing medical visit and (2) price discounts influence scheduling behavior.
Patients in this trial will be randomized in equal numbers to one of five conditions: One Holdout condition where patients do not receive any WhatsApp message or communications about dental check-ups, or one of four treatment conditions.
The treatment conditions comprise a 2×2 factorial design:
All four message conditions will receive a WhatsApp message offering a full preventive dental check-up with X-rays, with the price of the check-up specified according to the assigned price condition. For patients in the bundling frame conditions, the message will also highlight the opportunity to save time by scheduling the dental check-up on the same day as their upcoming medical appointment.
We ask the following research questions:
Analysis:
The investigators will run ordinary least squares regressions (OLS) with robust standard errors to predict outcome variables.
First, to test whether the WhatsApp messages increase dental check-up uptake, the investigators will compare the holdout condition to the combination of the four treatment arms. The key independent variable in the OLS regressions will be an indicator for whether each patient received (vs. did not receive) a WhatsApp message in the experiment.
To test the main effects of bundling, the investigators will compare the scheduling outcome between the two conditions that include the bundling frame and the two conditions that do not (bundling main effect).
To assess price sensitivity for preventive dental check-ups, the investigators will compare scheduling outcomes between the $990 and $19,990 price conditions, controlling for bundling (price main effect).
Thus, the key independent variables in the OLS regressions for testing RQ2 and RQ3 will be:
To examine whether the effects of bundling and price independent, substitutive, or complementary, the investigators will estimate (1) separate bundling effects at each price level by restricting the sample to each price condition and comparing scheduling rates between bundled and non-bundled messages, as well as (2) separate price effects under the bundle vs. non-bundle condition by restricting the sample to the bundle vs. non-bundle condition and comparing scheduling rates across price levels. The investigators will also run a regression that includes the bundling indicator, price indicators, and their interaction. The investigators will test the significance of the interaction term.
These regressions will include the following control variables:
For robustness, the investigators will conduct logit models as well. For RQ3, the investigators will compute marginal bundling effects at each price level as well as the marginal price effects with or without the bundling prompt.
The investigators will examine whether the effect of the bundling frame, the effect of price level, and their interaction vary across patient subgroups. In particular, the following moderators will be tested:
Additional information: Given that the study will run over the course of several months, some patients may become eligible more than once if they have multiple non-dental medical appointments during the study window. To preserve internal validity, the investigators will analyze only the first eligible observation per patient. This means that even if a patient receives more than one message over time, only their first assigned message and associated outcomes (e.g., scheduling, attendance) will be used in the main analyses.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Holdout | No Intervention | ||
| Experimental: No Bundling - $19,990 | Experimental | The message does not reference their existing medical appointment. |
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| Experimental: Bundling - $19,990 | Experimental |
| |
| Experimental: Bundling - $990 | Experimental |
| |
| Experimental: No Bundling - $990 | Experimental | The message does not reference their existing medical appointment. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Dental appointment message | Behavioral | Patients receive a WhatsApp message offering a preventive dental check-up for $19,990. |
|
| Measure | Description | Time Frame |
|---|---|---|
| Preventive Dental appointment scheduling | Whether the patient schedules a preventive dental check-up | Within 7 days of receiving the WhatsApp message |
| Preventive Dental appointment attendance | Whether the patient attends a preventive dental check-up | Within 30 days of receiving the WhatsApp message |
| Measure | Description | Time Frame |
|---|---|---|
| Same-Day Preventive Dental appointment scheduling | Whether the patient schedules a preventive dental check-up on the same day of their pre-existing medical appointment | Within 7 days of receiving the WhatsApp message |
| Interest in scheduling |
| Measure | Description | Time Frame |
|---|---|---|
| Dental appointment cancellation | Whether the patient cancels a dental appointment | Within 90 days of receiving the Whatsapp message |
| Medical appointment cancellation | Whether the patient cancels their originally scheduled medical appointment |
Inclusion Criteria:
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Partnering clinic network at Chile | Santiago | Chile |
IPD will not be shared due to restrictions in the data use agreement with the partnering clinic network, which prohibits public dissemination of patient-level data.
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| ID | Term |
|---|---|
| D003731 | Dental Caries |
| ID | Term |
|---|---|
| D017001 | Tooth Demineralization |
| D014076 | Tooth Diseases |
| D009057 | Stomatognathic Diseases |
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This study employs Parallel Assignment with Nested Factorial Design
Patients in this trial will be randomized in equal numbers to one of five conditions: One Holdout condition where patients do not receive any WhatsApp message or communications about dental check-ups, or one of four treatment conditions.
The treatment conditions comprise a 2×2 factorial design:
Bundling: Whether the message emphasizes the option to schedule the dental check-up on the same day as an already scheduled medical appointment Price: Whether the price offered is $990 or $19,990 CLP
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| Dental appointment message with price discount | Behavioral | Patients receive a WhatsApp message offering a preventive dental check-up for $990. |
|
| Bundling frame | Behavioral | The message includes language indicating they can schedule the dental appointment on the same day as their upcoming medical appointment to save time. |
|
Whether the patient clicks YES in response to the WhatsApp message
| Within 7 days of receiving the WhatsApp message |
| Any dental appointment scheduling | Whether the patient schedules any dental appointment (regardless of whether it is preventive or not) | Within 7 days of receiving the WhatsApp message |
| Medical appointment attendance | Whether the patient attends their originally scheduled medical appointment | Up to 7 days of receiving the Whatsapp message |
| Up to 90 days of receiving the Whatsapp message |
| Rescheduling of dental appointment | Whether the patient reschedules their dental appointment | Up to 90 days of receiving the Whatsapp message |
| Rescheduling of medical appointment | Whether the patient reschedules their originally scheduled medical appointment | Up to 90 days of receiving the Whatsapp message |
| No-show to dental appointment | Whether a patient fails to attend their dental appointment without cancelling or rescheduling | Up to 90 days of receiving the Whatsapp message |
| No show to medical appointment | Whether a patient fails to attend their originally scheduled medical appointment without cancelling or rescheduling | Up to 90 days of receiving the Whatsapp message |