Abstract

The MarketScan Dental Database is a standalone product that corresponds with and is linkable to a given year and version of the IBM MarketScan Commercial Claims and Encounters Database and the MarketScan Medicare Supplemental and Coordination of Benefits Database. Currently, data is available for the years: 2005 - 2023. In order to view the MarketScan Dental user guide or data dictionary, you must have data access to this dataset.

Usage

In addition to what's on this page, we also have:

• The MarketScan Commercial Database
• The MarketScan Medicare Supplemental Database
• The MarketScan Benefit Plan Design data

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• MarketScan Redbook (The MarketScan Code Reference Book)

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Data Documentation

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Section 3

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Section 4

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Section 5

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Section 6

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Dental Encounter System (DES) is an automated health care application designed to capture critical data about the operations of VA Dental Services. Information on completed procedures is gathered for each patient encounter through the Dental Record Manager software, which is a VA Computerized Patient Record System Class I adjunct application. This DES information is linked and includes encounter date, patient, provider, procedures, diagnosis codes, and additional associated qualifiers. DES productivity is measured using weighted work units known as relative value units (RVUs). RVU values are determined cooperatively by the Dental Coding Committee and Decision Support System (DSS) staff. One RVU is a measure of work effort and represents one minute of the average provider's time (presuming the provider is supported with one dental assistant and one treatment room) and is reported as a value with each procedure reported to DES. DES transactions are sent to the Austin Information Technology Center (AITC) database using standard Health Level Seven (HL7) messaging and the VA Vitria Interface Engine. These batched HL7 messages are parsed at the AITC and placed in a flat database file.

ODSI-DB is an image database of oral and dental reflectance spectral images of human test subjects. Image sets of the test subjects contain the front-view and the occlusal surfaces of lower and upper teeth, oral mucosa, and face surrounding the mouth. Other features-of-interest have been imaged on case-by-case basis. The spectral images in the database have been annotated by dental experts.

This dataset provides beneficiary and service counts for annual dental visits, dental preventive services, dental treatment, and dental exams by rendering providers (by NPI) for calendar year (CY) 2020. It includes Fee-For-Service (FFS), Geographic Managed Care (GMC), and Pre-Paid Health (PHP) Plans delivery systems. Rendering providers are categorized as either rendering or rendering at a safety net clinic. Beneficiaries are grouped by Age 0-20 and Age 21+.

Fossil relative abundance data in combination with specimen-level measurements can reveal community-level changes underpinning long-term ecological and evolutionary dynamics. However relative abundance data is not consistently reported in the paleontological literature, and measurement data is presented in individual studies in varying formats. Here, we compiled dental measurements (tooth crown length, width, and height) from the paleontological literature (or otherwise available sources) in a single database, simultaneously permitting analyses of size and relative abundance for the fossil record. This first version of the database focuses on large mammals and on the African and Arabian Neogene fossil record. Measurements of teeth of extant species were also collected. Each row gives the available measurements for a single tooth. Specimens with multiple teeth reported are divided among several rows. Taxonomic information was entered largely as given in the original source, without stand...

This dataset shows the use of Medi-Cal dental benefits by Medi-Cal members displayed by county, age groups, and calendar year (for 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, and 2022). This information consists of members receiving dental services in the following categories: Annual Dental Visit, Exams/Oral Health Evaluations, Use of Diagnostic Services, Use of Dental Treatment Services, Use of Preventive Services, Use of Restorative Services, Treatment/Prevention for Caries, and Use of Sealants. The Medi-Cal members were continuously enrolled in either Dental Managed Care or the Dental Fee-for-Service delivery system for at least 3 months during each measure year.

Comprehensive dataset of 40,460 Dental clinics in United States as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

Comprehensive dataset of 14,819 Dental hygienists in United States as of June, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

This database contains 598 panoramic radiographs, whose dimensions are 2041 x 1024 and are in a JPEG format.
These images were acquired with Owandy I-max Touch panoramic radiography equipment belonging to the Departamento de Radiología de la Facultad de Odontología, Universidad Nacional de Asunción, located in Asuncion, Paraguay.

If you use the dataset, please cite the paper:

Román, J.C.M.; Fretes, V.R.; Adorno, C.G.; Silva, R.G.; Noguera, J.L.V.; Legal-Ayala, H.; Mello-Román, J.D.; Torres, R.D.E.; Facon, J. Panoramic Dental Radiography Image Enhancement Using Multiscale Mathematical Morphology. Sensors 2021, 21, 3110. https://doi.org/10.3390/s21093110

Comprehensive database of verified contact information for 60k+ dental practices across the United States

This data set includes monthly counts and rates (per 1,000 beneficiaries) of dental services provided to Medicaid and CHIP beneficiaries under the age of 19 (as of the first day of the month), by state. These metrics are based on data in the T-MSIS Analytic Files (TAF). Some states have serious data quality issues for one or more months, making the data unusable for calculating dental services measures. To assess data quality, analysts adapted measures featured in the DQ Atlas. Data for a state and month are considered unusable if at least one of the following topics meets the DQ Atlas threshold for unusable: Total Medicaid and CHIP Enrollment, Procedure Codes - OT Professional, Claims Volume - OT. Please refer to the DQ Atlas at http://medicaid.gov/dq-atlas for more information about data quality assessment methods. Cells with a value of “DQ” indicate that data were suppressed due to unusable data. Some cells have a value of “DS”. This indicates that data were suppressed for confidentiality reasons because the group included fewer than 11 beneficiaries.

Comprehensive dataset of 9 Dental schools in Vietnam as of June, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

United States Health Insurance: Enrollment: Dental data was reported at 47.000 USD mn in 2023. This records an increase from the previous number of 46.000 USD mn for 2022. United States Health Insurance: Enrollment: Dental data is updated yearly, averaging 41.000 USD mn from Dec 2007 (Median) to 2023, with 17 observations. The data reached an all-time high of 47.000 USD mn in 2023 and a record low of 28.000 USD mn in 2007. United States Health Insurance: Enrollment: Dental data remains active status in CEIC and is reported by National Association of Insurance Commissioners. The data is categorized under Global Database’s United States – Table US.RG022: Health Insurance: Operations by Lines of Business.

Salient Features of Dentists Email Addresses

So make sure that you don’t find excuses for failing at global marketing campaigns and in reaching targeted medical practitioners and healthcare specialists. With our Dentists Email Leads, you will seldom have a reason not to succeed! So make haste and take action today!

1. 1.2 million phone calls per month as a part of a data verification
2. 85% telephone and email verified Dentist Mailing Lists
3. Quarterly SMTP and NCOA verified to keep data fresh and active
4. 15 million verification messages sent every month to validate email addresses
5. Connect with top Dentists across the US, Canada, UK, Europe, EMEA, Australia, APAC and many more countries.
6. egularly updated and cleansed databases to keep it free of duplicate and inaccurate data

How Can Our Dentists Data Help You to Market to Dentists?

We provide a variety of methods for marketing your dental appliances or products to the top-rated dentists in the United States. Take a glance at some of the available channels:

• Email blast • Marketing viability • Test campaigns • Direct mail • Sales leads • Drift campaigns • ABM campaigns • Product launches • B2B marketing

Data Sources

The contact details of your targeted healthcare professionals are compiled from highly credible resources like: • Websites • Medical seminars • Medical records • Trade shows • Medical conferences

What’s in for you? Over choosing us, here are a few advantages we authenticate- • Locate, target, and prospect leads from 170+ countries • Design and execute ABM and multi-channel campaigns • Seamless and smooth pre-and post-sale customer service • Connect with old leads and build a fruitful customer relationship • Analyze the market for product development and sales campaigns • Boost sales and ROI with increased customer acquisition and retention

Our security compliance

We use of globally recognized data laws like –

GDPR, CCPA, ACMA, EDPS, CAN-SPAM and ANTI CAN-SPAM to ensure the privacy and security of our database. We engage certified auditors to validate our security and privacy by providing us with certificates to represent our security compliance.

Our USPs- what makes us your ideal choice?

At DataCaptive™, we strive consistently to improve our services and cater to the needs of businesses around the world while keeping up with industry trends.

• Elaborate data mining from credible sources • 7-tier verification, including manual quality check • Strict adherence to global and local data policies • Guaranteed 95% accuracy or cash-back • Free sample database available on request

Guaranteed benefits of our Dentists email database!

85% email deliverability and 95% accuracy on other data fields

We understand the importance of data accuracy and employ every avenue to keep our database fresh and updated. We execute a multi-step QC process backed by our Patented AI and Machine learning tools to prevent anomalies in consistency and data precision. This cycle repeats every 45 days. Although maintaining 100% accuracy is quite impractical, since data such as email, physical addresses, and phone numbers are subjected to change, we guarantee 85% email deliverability and 95% accuracy on other data points.

100% replacement in case of hard bounces

Every data point is meticulously verified and then re-verified to ensure you get the best. Data Accuracy is paramount in successfully penetrating a new market or working within a familiar one. We are committed to precision. However, in an unlikely event where hard bounces or inaccuracies exceed the guaranteed percentage, we offer replacement with immediate effect. If need be, we even offer credits and/or refunds for inaccurate contacts.

Other promised benefits

• Contacts are for the perpetual usage • The database comprises consent-based opt-in contacts only • The list is free of duplicate contacts and generic emails • Round-the-clock customer service assistance • 360-degree database solutions

This data package includes the Behavioral Risk Factor Surveillance System for indicators of adult oral health from 2012-2014 and child oral health from 1993-2015. It comprises information in tracking state efforts to improve oral health and contributions to progress toward the national targets for Healthy People program objectives. It also consists of annual data regarding Water Fluoridation Reporting System (WFRS), state and national Water Fluoridation Systems and Public Water Systems (PWS).

Comprehensive dataset of 4 Dental schools in State of Piauí, Brazil as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

United States Health Insurance: Administrative Expense Ratio: Dental data was reported at 17.800 % in 2023. This records an increase from the previous number of 17.700 % for 2022. United States Health Insurance: Administrative Expense Ratio: Dental data is updated yearly, averaging 17.500 % from Dec 2007 (Median) to 2023, with 17 observations. The data reached an all-time high of 20.500 % in 2020 and a record low of 15.600 % in 2010. United States Health Insurance: Administrative Expense Ratio: Dental data remains active status in CEIC and is reported by National Association of Insurance Commissioners. The data is categorized under Global Database’s United States – Table US.RG022: Health Insurance: Operations by Lines of Business.

The Insure Kids Now (IKN) Dental Care Providers in Your State locator provides profile information for oral health providers participating in Medicaid and Children's Health Insurance Program (CHIP) and descriptions of oral health services covered under each Medicaid/CHIP plan. Current and prospective beneficiaries can use this website to search for providers and learn about Programs/Health Plans offered in their resident State. The data for this application is updated at least on a quarter-annual basis. Insure Kids Now operates in accordance with the Children's Health Insurance Program Reauthorization Act of 2009 (CHIPRA) and the Centers for Medicare and Medicaid Services (CMS). This service is a partnership between CMS and HRSA.

This dataset shows use of Medi-Cal dental benefits by Medi-Cal members displayed by county, ethnicity, age groups and calendar year (2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, and 2022). This information consists of members receiving dental services in the following categories: Annual Dental Visit, Exams/Oral Health Evaluations, Use of Diagnostic Services, Use of Dental Treatment Services, Use of Preventive Services, Use of Restorative Services, Treatment/Prevention for Caries, and Use of Sealants. The Medi-Cal members were continuously enrolled in either Dental Managed Care or the Dental Fee-for-Service delivery system for at least 3 months during each measure year.

This data set shows the use of Medi-Cal dental benefits by Medi-Cal members displayed by county, age group, and calendar year (for 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, and 2022). This information is displayed in the following categories: Continuity Care oral evaluation or a prophylaxis, Usual Source of Care, Overall Utilization of Dental Services 1 year, 2 years and 3 years. The Medi-Cal members were continuously enrolled in either Dental Managed Care or the dental Fee-for-Service delivery system for the entire measurement period.