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Related Concept Videos

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The formation of teeth, also known as odontogenesis, is a complex process that begins in utero, around the sixth week of embryonic development. There are three stages to this process: the bud stage, the cap stage, and the bell stage.
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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
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Related Experiment Video

Updated: Sep 30, 2025

Author Spotlight: 3D Movement Assessment of Maxillary Posterior Teeth in Clear Aligner Treatment
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Predicting Interest in Orthodontic Aligners: A Google Trends Data Analysis.

Magdalena Sycińska-Dziarnowska1, Liliana Szyszka-Sommerfeld1, Krzysztof Woźniak1

  • 1Department of Orthodontics, Pomeranian Medical University in Szczecin, Al. Powst. Wlkp. 72, 70111 Szczecin, Poland.

International Journal of Environmental Research and Public Health
|March 10, 2022
PubMed
Summary

Interest in Invisalign clear aligners is predicted to increase in France, Italy, and Germany. This trend highlights growing patient demand for aesthetic orthodontic treatments, prompting practitioners to prepare for future needs.

Keywords:
Invisaligncertifieddental practice managementesthetic appearanceonline surveyorthodontic treatment

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Area of Science:

  • Dental technology advancements
  • Orthodontic treatment modalities
  • 3D imaging, planning, and printing in dentistry

Background:

  • Increasing demand for aesthetic orthodontic treatments drives aligner popularity.
  • Aligners offer esthetic advantages and less oral hygiene obstruction compared to fixed appliances.
  • Invisalign is the most searched term for orthodontic aligners on Google Trends.

Purpose of the Study:

  • To observe and estimate aligner treatment interest among Google Search users.
  • To predict the future interest in "Invisalign" searches for 2022 in key European Union countries.
  • To provide insights for practitioners and the oral health community regarding patient demand.

Main Methods:

  • Analysis of Google Trends data for the search term "Invisalign".
  • Utilized the Prophet algorithm, a statistical method for time series forecasting.
  • Employed standard Fourier series for seasonality modeling to predict Google Trends data.

Main Results:

  • Predicted increase in "Invisalign" Google searches by the end of 2022 compared to 2021.
  • Projected growth rates: approximately 6% for France, 9% for Italy, and 13% for Germany.
  • This study is the first to forecast "Invisalign" search interest using Google Trends data.

Conclusions:

  • Forecasting enables practitioners to anticipate and plan for rising demand in orthodontic treatments.
  • Suggests opportunities for continuing education, such as aligner certification courses.
  • Highlights the importance of adopting modern scanning technologies and preparing for shifts in patient demand.