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Back to the blogApr 23, 2026

Building Your First NextGen SQL Report: Beginner Tutorial

Aaron Waters
Aaron WatersDirector of PMO
Building Your First NextGen SQL Report: Beginner Tutorial

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A step-by-step guide for practice administrators, revenue leaders, and health‑IT directors on how to build reliable, auditable NextGen® SQL reports that shorten report turnaround, improve operational visibility, and highlight revenue opportunities.

Practice leaders need fast access to accurate revenue and operational insights. For most practices, reams of disconnected spreadsheets won’t cut it and can actually create data siloes. Building a well-structured NextGen SQL report is far more effective. SQL reduces manual work, accelerates decision-making, and can even uncover workflow improvements. 

This step-by-step guide walks you through the process of creating a tested, scheduled report in NextGen's reporting environment. These practical tips match what the experts at TempDev use when helping practices achieve measurable improvements in reporting time and revenue visibility.

Why Build Reports Directly From SQL?

SQL queries start with the raw data in your relational databases for increased accuracy. Rather than relying on various interlinked systems that may round up, round down, or take averages that you never get to see, your SQL-based reports drill directly into the raw data, whether that’s patient information, collections figures, or denial rates.

Using SQL queries to create reports also cuts down on ad-hoc spreadsheet work. Less admin means more personnel available to handle patient-critical tasks. 

Before You Start: Prerequisites And Governance for SQL Reports

  • Access: Ensure you have a read‑only SQL account provisioned by your IT or data security team. Never use admin accounts for ad‑hoc reporting, as there’s the risk of inadvertently changing the raw data.

  • Environments: If you can, run your reports in a test environment or a replica of your NextGen® database. You can validate your reports in production after you’ve tested them.

  • Policies: Ensure personal health information (PHI) safeguards are in place and check distribution rules for report outputs, for example, role-based access and ways to ensure secure file transfer.

  • Tools: Check that you have SQL Server Management Studio (SSMS) or a supported SQL client, as well as access to NextGen's report scheduling and export features.

Step 1: Define A Clear Business Question for the SQL Report

Every successful report starts with a measurable question. Here are just a few examples you can build on:

  • Show charge lag, by provider, for the past 30 days, including visits with missing charges.

  • List patients with diabetes not seen in the last 12 months who have uncontrolled A1c in the chart.

  • Daily appointment no‑show rate, including related lost charges, by clinic.

Write the initial question in plain language. Make sure you define the required fields and identify exactly who will act on the results of the report. Setting these parameters ahead of time helps you shorten time from report conception to delivery.

Step 2: Map The Data You Need

The good news is that you don't need to memorize the entire NextGen® schema. All you need is to identify the tables or views that contain the data elements you require. Typical targets include patient demographics, appointments, charges, and clinical observations. 

If you're unsure which table you should be looking at a field, ask your Health‑IT team or follow a test query strategy to inspect column names safely within your reporting environment.

Tip: Keep a short data dictionary for your report, highlighting field names, source tables, and any transformation rules, so stakeholders can validate results quickly.

Step 3: Compose Your Basic SELECT Statement

SELECT is the SQL statement you use to retrieve data from tables. For the most effective reports, you want explicit column names that provide the data that answers your initial business question. 

Example structure:

 SELECT
 p.PatientID,
 p.LastName,
 p.FirstName,
 a.AppointmentDate,
 a.ProviderID,
 ch.ChargeAmount
 FROM Patients p
 JOIN Appointments a ON a.PatientID = p.PatientID
 LEFT JOIN Charges ch ON ch.AppointmentID = a.AppointmentID
 WHERE a.AppointmentDate BETWEEN @StartDate AND @EndDate
 AND a.Status = 'Completed';

Use parameter placeholders, e.g., @StartDate or @EndDate, to keep single queries reusable and make scheduling reports easier.

Step 4: Use JOIN commands

JOIN commands are used to bring data from different rows or tables together. This is usually based on relationships between the data. Using joins can drive the accuracy and performance of your reports. 

Use INNER JOIN when a relationship is mandatory. LEFT JOIN shows matching values from left and right tables, and offers up NULL values for any missing data that would normally match its counterpart. You could use a LEFT JOIN to show where a charge was invoiced but still shows as not paid. 

WHERE clauses allow you to filter your data. Why is this important? Primarily because the better filtered a report is, the less data your system is trying to parse in one go. Filtering early is important to improve the speed and performance of reports. 

Step 5: Calculate Your Business Critical Data

Summaries are an important part of reporting, as they allow recipients to quickly understand daily volumes, averages, or percentage changes. Use GROUP BY, which allows you to create calculated columns for business logic.

The GROUP BY function allows you to create columns based on business logic and KPI calculations. In effect, it’s a way to summarize the report for the relevant stakeholders. 

For example:

ChargeLagDays = DATEDIFF(day, VisitDate, ChargeDate)

Keep any calculations readable and accessible. Make a note of any assumptions you’ve made about the data, such as rounding or undefined visits or charges.

Step 6: Validate Results With Stakeholders

Before scheduling or distributing any report, do a quick sense check by validating the output with at least one clinical and one revenue-based stakeholder. Run through a sample of relevant rows manually to confirm that your definitions and cases are correct. Validating reports in this way prevents duplication of work and helps to protect revenue integrity.

Step 7: Move The Query Into NextGen Reporting Workflow

Once validated, place the SQL query into your NextGen reporting workflows or alternative BI layer. Depending on your tech stack you might need to:

  • Embed the SQL query within a NextGen report and configure any relevant parameters.

  • Use BI tools such as Power BI or Tableau to create accessible visual dashboards.

  • Schedule exports in formats like CSV/PDF via NextGen's scheduler to deliver reports to secure folders.

Now is the time to coordinate distribution rules. Define who receives which fields, and how often. For revenue reports, consider a daily or rolling 30-day cadence to identify and address issues quickly.

Step 8: Troubleshooting Common Errors

It’s normal to experience a few issues when you run your first report. Here are some of the most common:

  • Empty result sets: Verify your date ranges, check any JOIN commands keys, and run the report again in a test environment.

  • Slow execution: Make sure you’ve added filters to limit the size of the results, or consult your IT team and ask them to check for hidden indexes and read replicas.

  • PHI concerns: Remove or mask personal identifiers on any reports that require broad distribution.

Step 9: Make Your SQL Report a “Living Artifact”

Reports are rarely a “One and Done” assignment. Delegate someone to own the report and ensure they know to review the logic quarterly. When templates or clinical measures change, update the SQL queries as needed, and revalidate the results with clinical leadership.

Quick Example: Charge Lag By Provider (Conceptual)

Here’s a quick example of a query to report on charge lag:


 -- Parameters: @StartDate, @EndDate
 SELECT
 prov.ProviderName,
 COUNT(visit.VisitID) AS VisitCount,
 AVG(DATEDIFF(day, visit.VisitDate, ch.ChargeDate)) AS AvgChargeLagDays
 FROM Visits visit
 JOIN Providers prov ON prov.ProviderID = visit.ProviderID
 LEFT JOIN Charges ch ON ch.VisitID = visit.VisitID
 WHERE visit.VisitDate BETWEEN @StartDate AND @EndDate
 GROUP BY prov.ProviderName
 ORDER BY AvgChargeLagDays DESC;

Use this as a starting point. Adapt the table or column names to your own data and remember to test all reports in a non-production environment first.

Best Practices for Security, Compliance, and Distribution

Protecting PHI and adhering to laws such as HIPAA are non-negotiable aspects of healthcare reporting. Make sure you:

  • Use role-based access controls to limit who can run and view full reports.

  • Avoid emailing any reports containing PHI; instead, prioritize secure portals or report servers.

  • Keep logs of report runs and access ready for audits.

It’s also a good idea to ensure your report managers are kept up to date with any changes in local or state laws regarding PHI.

When to Bring in Experts and How TempDev Helps

NextGen® SQL reporting represents a practical way to accelerate decision‑making. You can reduce manual admin work and even reveal surprising revenue opportunities. Always start with a clear business question and don’t forget to take time to secure PHI and validate reports with relevant stakeholders.

If your reports are still slow despite optimization, or don’t provide the usefulness expected, consider onboarding expert partners. TempDev’s NextGen reporting team regularly helps practices of all types build and deploy scalable reports. We can help you understand how to convert data into actionable insights and revenue improvements, all within your existing NextGen systems.

Contact TempDev online or call 1888.TEMPDEV to book your report audit and see how we can help you unlock more from your EHR and EPM systems.

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