December 31, 2025: New Podcast Explores INSPIRE Trial Results and Drivers of Intervention Success

In a new episode of the Rethinking Clinical Trials Podcast, Shruti Gohil and Jeffrey Guy discussed key takeaways from “INtelligent Stewardship Prompts to Improve Real-time Empiric Antibiotic Selection for Patients,” also known as the INSPIRE trial.

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INSPIRE, an NIH Collaboratory Trial, involved more than 300,000 patients in 92 HCA Healthcare hospitals. In half of the hospitals, clinicians received computerized alerts with information about the best antibiotic match for non-critically ill patients with abdominal or skin and soft tissue infection.

“Typically, these are engagements that create some sort of friction or that slow the tempo of care down. There was no slowing of the care tempo and it wasn’t creating friction, which I felt led to greater clinician adoption,” Guy said.

The study team found a 35% improvement in antibiotic selection for abdominal infection patients and a 28% improvement for skin and soft tissue infection patients. The magnitude of the effect exceeded the INSPIRE team’s expectations, and Guy and Gohil each shared insights into the drivers of the intervention’s success.

“This wasn’t just any other prompt physicians are used to seeing – Best Practice Alerts and alerts where you don’t get information back. This was a prompt that was developed to give clinicians information. What the trials show is that when you give clinicians meaningful information, you get results that can be quite powerful,” Gohil said.

INSPIRE was supported within the NIH Pragmatic Trials Collaboratory by a grant from the National Institute of Allergy and Infectious Diseases. The primary results were reported this year in JAMA Internal Medicine and JAMA Surgery.

Gohil is a co-principal investigator for INSPIRE and assistant professor of infectious diseases at the University of California, Irvine School of Medicine. Guy is the Corporate Vice President of Care Process Design at HCA Healthcare.

Podcast December 18, 2025: INSPIRE (Shruti Gohil, MD, MPH; Jeffrey Guy, MD, MSc, MMHC)

In this episode of the NIH Collaboratory Podcast, Drs. Shruti Gohil and Jeffrey Guy discuss key takeaways from “INtelligent Stewardship Prompts to Improve Real-time Empiric Antibiotic Selection for Patients,” also known as the INSPIRE trial.

Transcript coming soon. For alerts about new episodes, subscribe for free on Spotify, Amazon Music, Apple Podcasts, or SoundCloud.

July 1, 2025: As Their Studies Wrap Up, Researchers Share Lessons for Pragmatic Trials

Headshots of Drs. Christine Goertz, Andrea Cook, Shruti Gohil, and Stacy SterlingA key feature of the NIH Pragmatic Trials Collaboratory is its culture of learning and knowledge sharing among investigators who are planning and conducting pragmatic clinical trials. In a session at the program’s 2025 Annual Steering Committee Meeting, a panel of investigators discussed their recently completed NIH Collaboratory Trials and their thoughts about future directions for pragmatic research.

The panelists included Andrea Cook, co–principal investigator (PI) for BackInAction; Shruti Gohil, lead investigator for INSPIRE; and Stacy Sterling, co-PI for GGC4H. Christine Goertz, a co-PI for IMPACt-LBP, moderated the discussion.

Key Takeaways

What do investigators wish they had known before starting a pragmatic trial? Sterling highlighted a need for ongoing engagement with partnering healthcare systems’ senior leaders to ensure they understand the challenges of adopting and sustaining the study intervention. Cook stressed the importance of educating site personnel about what it means to participate in the trial, including the potential for randomization to a usual care arm.

“We also included nonphysician clinicians in the education about the intervention, because they are often doing the steps being targeted by the intervention,” Gohil added.

How can we apply these lessons in future pragmatic trials? “Doing an embedded pragmatic trial is sort of like having a child: You really need the guidance of people who have gone before you and have real-life experience,” Goertz said.

The panelists proposed the development of more standardized materials for the consent process and other trial elements. They also discussed the need for broader dissemination strategies and new ways to promote implementation tools from trials with successful interventions.

Gohil described her research team’s commitment to developing a dissemination toolkit so people will understand how to approach implementation. She noted that, as soon as the trial was completed but before publication, the research team presented the results to the participating sites.

Greg Simon, the PI for SPOT and a member of the NIH Collaboratory Coordinating Center’s leadership team, stressed the importance of including research partners in dissemination.

“Don’t write the discussion section [of your study results paper] until you’ve talked with your healthcare system partners; they might have something to teach us about what the results mean,” he said.

About the Trials

  • BackInAction, supported by the National Center for Complementary and Integrative Health (NCCIH), is comparing standard and advanced courses of acupuncture with usual care for older adults with chronic low back pain.
  • GGC4H, supported by NCCIH, is testing the feasibility and effectiveness of implementing within healthcare systems the Guiding Good Choices program for caregivers of early adolescents to prevent common behavioral problems, such as substance use.
  • IMPACt-LBP, supported by NCCIH, is evaluating the effect of first-contact patient referral to physical therapists and doctors of chiropractic for low back pain.
  • INSPIRE, supported by the National Institute of Allergy and Infectious Diseases, used personalized clinical decision support to improve judicious antibiotic prescribing for non–critically ill patients hospitalized with abdominal infections or skin and soft tissue infections.
  • SPOT, supported by the National Institute of Mental Health, compared care management and dialectical behavior therapy skills training to usual care for adults at risk of self-harm or suicidal behavior.

This summer, we are sharing highlights from the 2025 Annual Steering Committee Meeting. Access the complete collection of meeting materials.

May 29, 2024: INSPIRE Pragmatic Trial to Be Featured in This Week’s PCT Grand Rounds

Headshot of Dr. Shruti Gohil
Dr. Shruti Gohil

In this Friday’s PCT Grand Rounds, Shruti Gohil of the University of California, Irvine, will present “The INSPIRE Abdominal and Skin/Soft Tissue Infection Trials: Intelligent Stewardship Prompts to Improve Real-Time Empiric Antibiotic Selection for Patients.”

The Grand Rounds session will be held on Friday, May 31, 2024, at 1:00 pm eastern.

Gohil is an assistant professor of medicine and the associate medical director of epidemiology and infection prevention at the UC Irvine School of Medicine. She is the lead investigator for INSPIRE, an NIH Collaboratory Trial.

Join the online meeting.

January 24, 2023: INSPIRE Intervention Goes Live, Will Use Predictive Algorithm to Reduce Unnecessary Antibiotic Prescribing

Headshot of Dr. Shruti Gohil
Dr. Shruti Gohil

The INSPIRE NIH Collaboratory Trial went live this month, with a new order entry screen being activated in the electronic health record at 51 hospital sites randomized to the intervention.

Congratulations to lead investigator Dr. Shruti Gohil, co–principal investigators Dr. Susan Huang and Dr. Richard Platt, and the INSPIRE team!

INSPIRE is studying the effectiveness of a personalized clinical decision support program in improving antibiotic prescribing for non–critically ill patients hospitalized with abdominal infections or skin and soft tissue infections. The trial is comparing routine care under hospital-based antibiotic stewardship programs with an enhanced program that adds a predictive algorithm to reduce unnecessary prescribing of extended-spectrum antibiotics.

The computerized provider order entry system at sites in the intervention group prompts physicians when the antibiotic they select is discordant with the estimated need for that antibiotic. The 18-month study will evaluate approximately 53,000 patients with abdominal infections and approximately 37,000 patients with skin or soft tissue infections.

Headshot of Dr. Susan Huang
Dr. Susan Huang

Headshot of Dr. Richard Platt
Dr. Richard Platt

Learn more about INSPIRE.

INSPIRE is supported within the NIH Pragmatic Trials Collaboratory by a grant from the National Institute of Allergy and Infectious Diseases (NIAID).

November 29, 2022: INSPIRE NIH Collaboratory Trial Joins the NIH Pragmatic Trials Collaboratory

Headshot of Dr. Shruti Gohil
Dr. Shruti Gohil

The NIH Pragmatic Trials Collaboratory is excited to welcome the INSPIRE NIH Collaboratory Trial to its portfolio of innovative, large-scale pragmatic clinical trials embedded in healthcare systems.

INSPIRE (or Intelligent Stewardship Prompts to Improve Real-Time Empiric Antibiotic Selection for Patients) will implement the INSPIRE-ASP Trials for Abdominal and Skin and Soft Tissue Infections. These 2 cluster randomized trials will study the effectiveness of a personalized clinical decision support program in improving antibiotic prescribing for non–critically ill patients who are hospitalized with abdominal infections or skin and soft tissue infections.

Although fewer than 5% of such patients have an antibiotic-resistant infection, more than half receive extended-spectrum antibiotics. Tools to support clinicians in judicious antibiotic prescribing are needed to curb the urgent public health threat of antibiotic resistance. According to the Centers for Disease Control and Prevention, more than 2.8 million antimicrobial-resistant infections occur each year in the United States alone, and more than 35,000 people die as a result.

Dr. Shruti Gohil will serve as INSPIRE’s lead investigator. Gohil is an assistant professor of medicine at the University of California, Irvine, and associate medical director of epidemiology and infection prevention at UCI Health. Dr. Susan Huang, professor of medicine at UC Irvine, and Dr. Richard Platt, professor and chair of population medicine at the Harvard Pilgrim Health Care Institute, are the co–principal investigators for the project.

Headshot of Dr. Susan Huang
Dr. Susan Huang

Headshot of Dr. Richard Platt
Dr. Richard Platt

The INSPIRE NIH Collaboratory Trial is supported within the NIH Pragmatic Trials Collaboratory by a grant from the National Institute of Allergy and Infectious Diseases (NIAID).

Huang and Platt are experienced investigators in the NIH Collaboratory. Huang was principal investigator of the ABATE Infection NIH Collaboratory Trial. Platt is a member of the program’s Coordinating Center leadership and cochair of the Distributed Research Network.

Learn more about the NIH Collaboratory Trials.