Leveraging Data-Driven Insights in Healthcare Operations

Use data to predict patient demand, optimize schedules, and cut overtime, ensuring the right staff at the right time for better care and efficiency.
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Key Points

  • Data‑driven healthcare operations use historical and real‑time data to forecast patient demand and staffing needs. 
  • Metrics like patient volume, census levels, overtime rates, and coverage gaps support proactive staffing decisions. 
  • Using data helps reduce understaffing, provider burnout, and last‑minute scheduling disruptions. 
  • Locum tenens providers can be strategically integrated into data‑driven staffing models to improve flexibility and continuity of care. 

How Using Data and Locum Tenens Can Improve Staffing Efficiency

Healthcare administrators and recruiters are facing a persistent challenge of balancing patient care standards with operational efficiency. Whether they are managing a bustling urban hospital, a rural clinic, or an outpatient center, there is constant pressure to maintain consistent coverage and protect revenue.  

Staffing is at the heart of this issue. When gaps in coverage occur due to seasonal surges, provider burnout, or unexpected absences, facilities risk more than just inconvenience. They risk patient outcomes, staff morale, and financial stability. But what if we approach staffing not just reactively, but strategically?  

From Gut Feeling to Data-Driven Decisions in Healthcare

By analyzing both historical and real-time metrics, healthcare facilities can move from reactively filling gaps to a proactive workforce plan. Historical data, such as patient volume, seasonal fluctuations, and past shift coverage issues, provides a foundation for understanding patterns. Real-time data, including census counts, overtime rates, and clinician availability, can offer a dynamic view of your current needs.  

Together, these insights allow you to forecast demand and align staffing needs. 

Key data types for staffing decisions.

Data type:

Patient volume history

How it can be used:

Forecast seasonal demand patterns.

Benefits:

May prevent understaffing during peak periods.

Real-time census

Adjust staffing levels based on current patient volume.

Improves your ability to respond to patient needs.

Overtime rates

Identify overworked departments or individuals.

Reduces burnout and staff turnover.

Shift coverage gaps 

Pinpoint recurring gaps in staffing.

Enables targeted intervention.

Provider availability

Track who is credentialed and when they are available to work.

Speeds up placement and onboarding.

Seasonal trends

Plan for flu season, holidays, or regional events.

Helps maintain continuity of care.

Credentialing timeliness

Monitor delays in onboarding. 

May streamline hiring and reduce time-to-fill.

Data type: Patient volume history

How it can be used: Forecast seasonal demand patterns.

Benefits: May prevent understaffing during peak periods.

Data type: Real-time census

How it can be used: Adjust staffing levels based on current patient volume.

Benefits: Improves your ability to respond to patient needs.

Data type: Overtime rates

How it can be used: Identify overworked departments or individuals. 

Benefits: Reduces burnout and staff turnover.

Data type: Shift coverage gaps

How it can be used: Pinpoint recurring gaps in staffing.

Benefits: Enables targeted intervention.

Data type: Provider availability

How it can be used: Track who is credentialed and when they are available to work.

Benefits: Speeds up placement and onboarding.

Data type: Seasonal trends

How it can be used: Plan for flu season, holidays, and regional events.

Benefits: Helps maintain continuity of care.

Data type: Credentialing timelines

How it can be used: Monitor delays in onboarding.

Benefits: May streamline hiring and reduce time-to-fill.

Locum Tenens as a Strategic Lever

Locum tenens physicians and advanced practitioners are often viewed as an emergency fill-in, but they can be more impactful. When integrated into a predictive staffing model, locums can offer flexibility, continuity, and overall resilience.  

Our team takes a consultative approach that makes sure that the locum tenens providers are not just available. We strive to present candidates who align with your facility’s goals, culture, and meet your patient care needs. From rural hospitals needing specialists to large systems managing massive seasonal spikes, locums can be the difference between a scheduling scramble and strategic readiness. 

Read more about proactive locums staffing.

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Stop the Coverage Scramble with Proactive Locums Management
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Locum Tenens Revenue Calculator
Locum Tenens Revenue Calculator Discover the financial impact of locum tenens staffing. Locum tenens staffing offers a solution, helping your facility stay productive, meet demand, and boost revenue — even during periods of unexpected vacancies or planned leave. Use our calculator below to see how much revenue locum tenens clinicians can bring to your facility. Revenue Calculator Calculate the Financial Impact of Locum Tenens Don’t let staffing gaps leave revenue on the table. Today’s healthcare organizations face many challenges. It’s difficult to maintain patient-centered care with staffing shortages and financial pressures. But every day without a physician or advanced practitioner represents lost opportunities to care for patients and generate revenue. Use our calculator to project how much revenue your facility could generate by hiring locum tenens. Simply select a specialty and assignment length to get a customized look at your facility’s earning potential. Revenue presented as an average estimate based on industry data sourced from third-party provider. How Locum Tenens Increase Revenue Maximize patient care while protecting your bottom line. When your facility is fully staffed, your revenue potential increases across departments. Whether it’s filling an OR schedule, maintaining clinic productivity, or delivering timely patient care, locums can prevent revenue loss. Locum tenens providers enable you to operate efficiently and effectively so your team can focus on delivering exceptional care without interruptions to your revenue stream. Connect With a Consultant How Locum Tenens Increase Revenue Maximize patient care while protecting your bottom line. When your facility is fully staffed, your revenue potential increases across departments. Whether it’s filling an OR schedule, maintaining clinic productivity, or delivering timely patient care, locums can prevent revenue loss. Locum tenens providers enable you to operate efficiently and effectively so your team can focus on delivering exceptional care without interruptions to your revenue stream. Connect With a Consultant Your Partner in Better Care Maximize patient care while protecting your bottom line. Every day without a physician or advanced practitioner is a missed opportunity for patient care — and a hit to your bottom line. Having Jackson and Coker as your locums partner before you need coverage means you’re prepared to act at a moment’s notice. Explore staffing solutions with Jackson and Coker. Contact us today to learn how locum tenens can help your facility thrive — financially and operationally.   Connect With a Consultant

A Mindset Shift for Healthcare Leaders

To truly benefit from data-driven staffing, healthcare leaders must shift their mindset. Locum tenens should not be seen as a last resort stop-gap, but as a long-term strategic asset. This means: 

  • Building locum coverage into annual workforce plans. 
  • Using data to anticipate needs months in advance.  
  • Partnering with staffing experts who understand your facility’s unique rhythms.

Healthcare facilities that choose to embrace this approach report not only smoother operations but improved provider satisfaction and patient outcomes.  

Partnering with Jackson and Coker for Data-Driven Staffing Success

Our team stands apart with our relationship-driven service and deep industry expertise. We don’t just fill roles. We build partnerships through:

  • Personalized approach: We take time to understand your facility’s goals before we present candidates. 
  • Comprehensive verification: Our credentialing experts help expedite the process while maintaining compliance with industry standards.   
  •  Large network of providers: Our pool of candidates means quicker placements without sacrificing fit or skipping steps.  
  • Transparency: From rates to timelines, we keep you informed at every step. 

Whether you are facing a staffing crisis or planning for the future, we are here to help you build a resilient and efficient workforce strategy. 

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Federal facts for you.

We are a Federal Supply Schedule Contract holder. 

Federal Supply Schedule (FSS) Contract: 36F79723D0086, Professional and Allied Healthcare Staffing, effective March 15, 2023, through March 14, 2028.

NAICS Codes:
  • 561320: Temporary help services. 
  • 621111: Offices of physicians. 
  • 621112: Offices of physicians, mental health specialists. 
  • 621399: Offices of all other miscellaneous health practitioners. 
  • 621330: Offices of mental health practitioners.

Privileging.

Once you and our client agree to move forward with your assignment, our privileging team will assist you and the client in gathering information required by the healthcare facility to grant clinical privileges.

1

We contact the facility’s Medical Service Office (MSO) for their application and requirements.

2

We will assist you by pre-populating the facility’s application and sending to the MSO.

3

We will assist the MSO by following up on requested items.

4

MSO will grant privileges based on your training and experience, and you will be able to start your assignment.

Headshot photo of Maggie Youmans

Maggie Youmans

Executive Vice President

As Executive Vice President, Maggie Youmans leads specialty divisions, Sales Development, and the Enterprise and VMS teams. With more than 14 years of healthcare staffing leadership experience, she drives sales and recruiting strategy, develops high-performing leaders, and advances initiatives that support growth and customer success.  

A recognized voice in healthcare staffing, Maggie has served as a panelist at the Staffing Industry Analysts Healthcare Staffing Summit and contributed workforce planning insights to Becker’s Hospital Review. Her leadership experience spans specialty, enterprise, and VMS/MSP business lines, giving her a broad perspective on workforce strategy and organizational growth.  

Maggie earned dual BBA degrees in Marketing and Management from the University of Georgia and graduated magna cum laude. Outside of work, Maggie loves traveling, exploring new destinations, restaurants, and experiences with her husband and daughter.  

Connect with Maggie on LinkedIn.