Amman, Jordan · Pilot community survey · Data collected March – July 2026
Dashboard and data pipeline by Dr. Ahmad Abubader, DDSThis dashboard presents findings from a pilot community oral health survey conducted in Amman, Jordan, between March and July 2026. The survey assessed oral hygiene practices, dental visit patterns, and barriers to dental care, including cost, among adult community members. All charts are interactive and can be cross-filtered by clicking any bar or segment.
I designed the questionnaire and built it in KoBoToolbox for field data collection. I developed an automated pipeline using n8n that sends each submission to a structured Google Sheets dataset with no manual data entry. I then built this interactive dashboard to clean, summarize, and visualize the results.
Cross-sectional questionnaire survey. Tools: KoBoToolbox, n8n, Google Sheets, HTML and JavaScript.
This is a pilot survey with a small convenience sample. Results are descriptive and are not representative of the wider population.
Number of respondents in each age group.
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How often respondents reported brushing their teeth.
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Main reason given for not visiting a dentist, most common first.
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Time since each respondent's most recent dental visit.
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Respondents who floss and who do not, by highest education level.
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Share of respondents who stopped treatment because of cost.
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