What Is SPARCS, and Which New York Facilities Must Report to It?

By Two Pillars & Co Advisory Group · Sources checked October 2026

What is SPARCS?

SPARCS stands for the Statewide Planning and Research Cooperative System. The New York State Department of Health describes it as a comprehensive all-payer data reporting system, established in 1979 through cooperation between the healthcare industry and government.^[1] “All-payer” means it is not limited to one insurer or program: it gathers records for patients whatever their coverage, which is what makes it useful for studying a whole state’s hospital care rather than just one payer’s share.

The system began as a way to collect information on hospital discharges. Over the years it expanded. Today it collects patient-level detail on patient characteristics, diagnoses and treatments, services provided and charges for each hospital inpatient stay, and for each outpatient visit, including ambulatory surgery, emergency department and other outpatient services.^[1] It also covers ambulatory surgery and outpatient visits to hospital extension clinics and to diagnostic and treatment centers that are licensed for ambulatory surgery.^[1]

The legal basis is Public Health Law Section 28.16, and the detailed requirements are in Title 10 of the New York Codes, Rules and Regulations, Section 400.18.^[1] The records are described as pre-adjudicated claim data, meaning they are collected before insurers have finished processing the claims.^[3]

Why does New York collect this data?

A facility that experiences SPARCS mainly as a monthly obligation can lose sight of why the system exists. The Department’s compliance protocol lists the purposes: hospital financial rate setting, developing and evaluating policy, research, health planning and resource allocation, quality of care assessment, surveillance and utilization review.^[2] The protocol adds that facility compliance is required so that the data are received timely and accurately.^[2]

Those uses explain why timing and quality matter so much. A delayed or incomplete month of data is not just a missed task. It can leave a gap in the picture that planners, researchers and the public use. The Department also releases de-identified versions of the data on its open data portal, which is covered in a separate article in this series.

For a hospital leader, SPARCS is therefore two things at once: a compliance duty that the facility owns, and a public data source about the facility’s own market, since competitors’ discharges appear in the same data.

Which facilities must report to SPARCS?

The protocol states that the following Article 28 licensed facilities are currently required to submit data: hospitals; hospital extension clinics licensed for ambulatory surgery services; diagnostic and treatment centers, known as D&TCs, licensed for ambulatory surgery services; and D&TC extension clinics licensed for ambulatory surgery.^[2] Which kinds of records each must send depends on its type.

A facility that is not sure whether it is covered should read the current protocol and, if needed, contact the SPARCS program through its intake system. Newly licensed facilities are expected to start submitting within a reasonable time after training and technical setup with the submission portal.^[2]

How are SPARCS records classified?

One of the less obvious points in the protocol is that a record’s category is determined by codes on the claim. Inpatient discharges are identified by particular type-of-bill codes, such as 011x for hospital inpatient. Emergency department visits are identified by revenue codes in the 0450 range, such as 0450 for general emergency room classification. Ambulatory surgeries are identified by revenue codes such as 0360 for operating room services and 0490 for ambulatory surgical care. Outpatient services data covers everything else that Article 28 facilities submit outside those three categories.^[2]

This matters because compliance targets are set by claim type. A change in how a code is classified can shift records from one category to another, and the facility’s volume in each category will move accordingly. The Department’s July 2026 submitter forum described exactly such a change: effective July 16, 2026, outpatient claims with revenue code 0361 (operating room services, minor surgery) began to be classified as ambulatory surgery, and earlier records were not reclassified.^[4]

Staff who manage SPARCS submissions should therefore understand the code lists, not only the file format. Data are submitted in the ASC X12 005010X225A2 837R standard transaction, and the Department publishes implementation and companion guides for it.^[2][5]

What identifies a facility in SPARCS?

Every reporting location submits under its Facility Identifier, formerly called the Permanent Facility Identifier or PFI. Identifiers are issued through the Certificate of Need process for unique physical locations, so two facilities with the same owner but different addresses each have their own identifier and each must submit separately.^[2]

Changes to a facility can change its identifier. The protocol notes that substantive changes to an operating certificate, such as new construction or a transfer of beds, may result in a new one. A facility that makes such a change should review its operating certificate and contact the SPARCS program to set up access under a new identifier if one has been assigned.^[2]

The protocol also addresses who is accountable. Facilities may contract with vendors to submit on their behalf, but facilities are ultimately responsible for timely, complete and accurate SPARCS data submission.^[2] Each facility must name a primary and a backup SPARCS Coordinator as its main contacts with the program, which is covered in its own article.^[2]

Frequently asked questions

What to do next

1. Confirm which of your licensed locations and services must report, and under which Facility Identifier.
2. Check that your primary and backup SPARCS Coordinators are named and current.
3. Review how your services map to SPARCS claim types, using the code lists in the protocol.
4. Read the next articles in this series on deadlines and compliance.