2026 NPPES data Optometrist NPI 1871689349 O.D.
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ROBERTA CRAWFORD, O.D.

Optometrist in CRYSTAL CITY, Missouri. CMS National Plan and Provider Enumeration System profile including specialty classification, practice address, and Medicare prescribing data when reported.

Federal data — no proprietary rating. PlainDoctor publishes the actual CMS NPPES and Medicare records — NPI registration, specialty, practice location, and prescribing data — without a composite score or editorial opinion on top. Every field traces to a federal source.
Prescribing volume
2K
Medicare Part D claims · 401 beneficiaries · Optometrist avg: 257
Generic prescribing
59%
generic claims · 41% brand-name · higher generic rates reduce patient out-of-pocket costs
MIPS score
75.6573/100
▼ 7 pts below national avg 83.1 · [object Object]
Industry payments
$766.12
38 payments · CMS Open Payments (Sunshine Act)
What the federal data reveals: ROBERTA CRAWFORD, O.D. is a Optometrist ([object Object]) practicing in CRYSTAL CITY, Missouri with a Medicare Part D prescribing footprint of 2K claims across 401 beneficiaries — 41% brand-name prescribing . Their CMS MIPS Final Score of 75.6573/100 (national average: 83.1) reflects performance across Quality, Cost, Interoperability, and Improvement Activities . Industry payments of $766.12 across 38 transactions are disclosed under CMS Open Payments (Sunshine Act).

What stands out: ROBERTA CRAWFORD, O.D. reported a CMS MIPS final score of 75.6573 out of 100, below the 83.1 national average, and filed 1,594 Medicare Part D claims in 2023. Every figure on this page comes straight from federal CMS records, with no proprietary rating applied.

ROBERTA CRAWFORD, O.D. at a glance

Below national average

NPI registry status

Active

Issued 10/04/2006

NPI 1871689349

Primary specialty

Optometrist

High-volume

60,463 US NPIs in this specialty

Medicare Part D claims

1,594 520% vs specialty avg

2023 prescription claims

Specialty avg: 257

MIPS final score

75.6573/100 7.442699999999988% pts

Above neutral band

vs 83.1 national avg

Specialty distribution in Missouri

How Optometrist compares to other specialties among Missouri providers

Missouri providers

Optometrist share within Missouri

1. Optometrist42%2. Internal medicine21%3. Family medicine17%4. Surgical12%5. Pediatric8%
Optometrist share within Missouri

Medicare quality performance — MIPS

ROBERTA CRAWFORD, O.D.'s 2023 MIPS final score plotted against the Optometrist national average

Below national average
MIPS Final Score
75.6573/100
vs 83.1 national avg · 2023 performance year

MIPS final score (Optometrist) — 75.6573/100 vs national avg 83.1

0%100%National avg83%75.7%
MIPS final score (Optometrist) — 75.6573/100 vs national avg 83.1

The Merit-based Incentive Payment System (MIPS) scores providers 0–100 across four performance categories: Quality, Cost, Promoting Interoperability, and Improvement Activities, weighted under 42 CFR §414.1380. Reporting is voluntary for many small practices, so absence of a MIPS score is not a quality signal.

Board certification through an ABMS or AOA member board signals voluntary post-licensure examination plus continuous Maintenance of Certification cycles. Verify any individual provider's status through certificationmatters.org (ABMS) or osteopathic.org (AOA).

ROBERTA CRAWFORD, O.D. is a Optometrist provider practicing in CRYSTAL CITY, Missouri, according to the CMS National Plan and Provider Enumeration System (NPPES). Credentials: O.D.. NPI: 1871689349. This profile includes practice location, specialty classification, and organizational affiliations from the CMS provider registry. Provider information is self-reported to CMS and updated monthly.

ROBERTA CRAWFORD, O.D. appears in the CMS NPPES registry as a Optometrist provider holding O.D. credentials at 400 S TRUMAN BLVD, CRYSTAL CITY, MO, 63019, with a listed phone of (636) 933-6020. NPI 1871689349 was issued on 10/04/2006. Because NPPES data is self-reported by the provider and refreshed monthly, the address, phone, and specialty reflect what CRAWFORD most recently submitted to CMS rather than a vetted directory listing, which is why patients should always confirm the practice is still at this location before scheduling.

Medicare Part D records for calendar year 2023 show 1,594 prescription claims written by this provider, covering 401 Medicare beneficiaries and totaling roughly $212K in drug spend, split 41% brand-name and 59% generic by claim count. These figures capture only Medicare Part D — commercial insurance, Medicaid, and cash-pay prescriptions are not included, and any drug-beneficiary cell under 11 is suppressed by CMS for patient privacy. On the CMS Merit-based Incentive Payment System, this provider earned a Final Score of 75.6573/100 for the 2023 performance year (Quality 99.9553, Cost 28.069), compared with the national average of 83.1.

Optometrist is a high-volume specialty nationwide, with 60,463 enrolled providers across 56 states and an average of 257 Part D claims per prescriber, so the context for interpreting these metrics differs meaningfully from a primary-care baseline. Important: PlainDoctor is a directory of publicly available government data, not medical advice, a malpractice database, or a quality rating. Inclusion here does not imply a recommendation, and absence of complaints or sanctions on this page does not mean none exist — always verify credentials through the NPPES NPI Registry, your state medical board, and the ABMS or AOA before making healthcare decisions.

Practice Address

400 S TRUMAN BLVD
CRYSTAL CITY, MO 63019

Provider Details

NPI 1871689349
Specialty Optometrist
Credentials O.D.
Gender Female
NPI Issued 10/04/2006

CMS Quality Score (MIPS)

Merit-based Incentive Payment System (MIPS) scores from CMS, 2023 performance year.

75.6573
Final Score
Avg: 83.1
99.9553
Quality
28.069
Cost
89
Promoting Interoperability

Reporting: Group practice

Hospital and facility affiliations

Facilities where ROBERTA CRAWFORD, O.D. bills Medicare from. Star ratings (1-5) are CMS Hospital Compare's "Hospital overall rating" — a composite of mortality, readmission, patient experience, safety, timely care, and efficient use of medical imaging measures. Source: CMS Care Compare.

OPHTHALMOLOGY CONSULTANTS LLC
SAINT LOUIS, MO

Affiliations sourced from CMS Doctors and Clinicians National Downloadable File; hospital ratings from CMS Hospital General Information dataset (cross-referenced by facility name + state).

Industry payments received (2024) — CMS Open Payments transparency data

The federal Physician Payments Sunshine Act (part of the Affordable Care Act) requires drug and medical-device manufacturers + group purchasing organizations to publicly report payments and other transfers of value to physicians and teaching hospitals. The data below covers 2024 for ROBERTA CRAWFORD, O.D.. Source: openpaymentsdata.cms.gov.

Total received

$766

Largest payer

ABBVIE INC.

Most common payment type

Food and Beverage

Industry payments are not necessarily indicators of bias — they include research funding, consulting fees for evidence-based work, royalties for inventions, food at conferences, and similar items. The disclosure exists for transparency. Read our methodology for how we interpret this data.

Brand vs generic prescribing mix · Above average

ROBERTA CRAWFORD, O.D. — brand share 41.0%
Specialty average (est.)

41% brand-name claims vs 59% generic, on 1,594 2023 Medicare Part D claims.

The federal Medicare Part D Generic Dispensing Rate national benchmark sits near 90% generic / 10% brand for primary-care prescribers, per CMS Office of the Actuary 2024 estimates. Higher brand share is common in specialty prescribing where generic equivalents are not available.

Medicare Part D Prescribing Data

CMS Medicare Part D prescriber-level data for calendar year 2023.

1,594
Total Claims
$212K
Total Drug Cost
401
Medicare Beneficiaries

Prescribing Breakdown

30-Day Fills
2,662
Total Day Supply
74,686
Brand vs Generic
41% brand / 59% generic
Brand Drug Cost
$174K
Generic Drug Cost
$39K
Antibiotic Claims
12

Patient Demographics

Average Patient Age
78.6 years
Avg HCC Risk Score
1.39
Gender Split
60% female / 40% male

Top Prescribed Drugs (Medicare Part D)

Top drugs by claim count for calendar year 2023. Based on Medicare Part D data only.

Drug Claims
Latanoprost
508
Lumigan
Bimatoprost
224
Timolol Maleate
224
Erythromycin
Erythromycin Base
69
Brimonidine Tartrate
60
Dorzolamide-Timolol
Dorzolamide Hcl/Timolol Maleat
59
Prednisolone Acetate
46
Travoprost
44
Brimonidine Tartrate-Timolol
Brimonidine Tartrate/Timolol
40
Rocklatan
Netarsudil Mesylat/Latanoprost
32

* Counts below 11 are suppressed by CMS for patient privacy. Generic names shown where available from CMS Part D data.

Optometrist Overview

How ROBERTA CRAWFORD, O.D. fits within the Optometrist landscape nationally.

60,463
Optometrist Providers in US
56
States with Optometrist
257
Avg Claims per Provider

ROBERTA CRAWFORD, O.D.'s 1,594 claims are above the specialty average of 257.

Nearby Optometrist Providers in Missouri

Other clinicians with the same primary specialty enrolled in Missouri, drawn from the same CMS NPPES roster as CRAWFORD.

Compare Optometrist nationally: see state-by-state distribution →

Frequently Asked Questions

What is ROBERTA CRAWFORD, O.D.'s specialty?
ROBERTA CRAWFORD, O.D. specializes in Optometrist and practices in CRYSTAL CITY, Missouri. Credentials: O.D..
How much does ROBERTA CRAWFORD, O.D. prescribe under Medicare Part D?
In 2023, ROBERTA CRAWFORD, O.D. wrote 1,594 Medicare Part D claims totaling $212K in drug costs for 401 beneficiaries.
What is ROBERTA CRAWFORD, O.D.'s Medicare quality score?
ROBERTA CRAWFORD, O.D. has a CMS MIPS Final Score of 75.6573/100 (Quality: 99.9553, Cost: 28.069). The national average MIPS Final Score is 83.1. Source: CMS Merit-based Incentive Payment System (MIPS) 2023.
Where is ROBERTA CRAWFORD, O.D. located?
ROBERTA CRAWFORD, O.D. is located at 400 S TRUMAN BLVD, CRYSTAL CITY, MO, 63019. Phone: (636) 933-6020.
What is ROBERTA CRAWFORD, O.D.'s NPI number?
ROBERTA CRAWFORD, O.D.'s National Provider Identifier (NPI) is 1871689349, issued on 10/04/2006.
Does ROBERTA CRAWFORD, O.D. prescribe more brand-name or generic drugs?
ROBERTA CRAWFORD, O.D.'s prescribing is 41% brand-name and 59% generic drugs by claim count, with $174K in brand drug costs.
How many Optometrist providers are there in the US?
There are 60,463 Optometrist providers across 56 states in the US. The average Optometrist provider writes 257 Medicare Part D claims per year.
What drugs does ROBERTA CRAWFORD, O.D. prescribe most often?
Based on 2023 Medicare Part D data, ROBERTA CRAWFORD, O.D.'s most frequently prescribed drugs include Latanoprost, Lumigan, Timolol Maleate. This reflects Medicare Part D prescriptions only and does not include commercial insurance or other payer types.
Does ROBERTA CRAWFORD, O.D. accept Medicare?
ROBERTA CRAWFORD, O.D. appears in CMS Medicare data with 1,594 Part D claims and 401 Medicare beneficiaries in 2023. Contact the provider's office directly to confirm current Medicare enrollment and accepted plans.
How can I verify ROBERTA CRAWFORD, O.D.'s credentials?
ROBERTA CRAWFORD, O.D.'s NPI is 1871689349 with credentials O.D.. You can verify this through the NPPES NPI Registry, check state medical board records, and confirm board certification through the ABMS or AOA.

Data Sources

Provider Directory
CMS National Plan and Provider Enumeration System (NPPES), download.cms.gov/nppes, updated monthly. Contains NPI, specialty, credentials, and practice location.
Specialty Classification
NUCC Health Care Provider Taxonomy (nucc.org), the industry standard for classifying provider specialties in Medicare and Medicaid billing.
Prescribing Data
CMS Medicare Part D Prescriber Public Use File (2023). Includes claims, drug costs, beneficiaries, and opioid prescribing rates.
Quality Performance
CMS Merit-based Incentive Payment System (MIPS) — 2023 performance year.
Limitations
Provider data is self-reported to CMS. Prescribing data reflects Medicare Part D only and does not include commercial insurance, Medicaid, or cash prescriptions. Claims below 11 beneficiaries are suppressed by CMS for privacy.

See our complete data methodology for details on how we collect and process government data.

Data as of April 2026 (NPPES) / 2023 (Medicare Part D). Source: Centers for Medicare & Medicaid Services (CMS).

Disclaimer: Data from CMS NPPES and Medicare Part D. PlainDoctor does not rate or rank providers. Provider information is self-reported and may not be current. Always verify information directly with the provider. About · Methodology