Posts By: Beth Osborne

Drug Spend Analytics: Why Hospital Pharmacy Should Leverage this Data

drug spend analytics

As a hospital pharmacy, you probably are consistently encouraged if not mandated to reduce operating costs. In addition to less spend, you also have to consider new streams of revenue. To do this effectively, you’ll need to understand drug spend analytics. Only with this focus can you accomplish your top objectives.

Tracking Drug Spend

Tracking drug spend isn’t simple, as there are many ways to do this. You may look at reports from your drug ordering system. Or, pull information from your pharmacy software system. Ideally, you’d have a central hub for drug spend data, which aggregates all sources.

By carefully tracking drug spend, you’ll be able to capture data from each facility across the health system as well as have visibility into drug purchases made through all distributors.

Benchmarking and Looking for Drivers

Once you have aggregated your data, it’s time to develop an internal benchmark on spending. From there, you’ll keep monitoring this information to spot trends and variances. Use analytics to identify the drivers of drug costs. You’ll find that most costs related to changes in drug prices, patient volume, dosages, types of patients, and the severity of illnesses.

With this data in one central hub, you can review shifts over time relating to specific drugs, facilities, and more. With this clarity, you’ll be able to understand anomalies better.

How to Use Drug Spend Analytics

When you have a wealth of knowledge about drug spend, you can use this to take advantage of financial benefits. Containing drug spend is easier when you can view issues in real-time.

For example, if you see an unexpected increase in the cost of a drug, then you can determine if a less costly alternative will be acceptable. You can also keep track of drug ordering to ensure that it’s done so per the agreement you have with your distributors or manufacturers. Finally, you may also see a surge in drug usage, which could lead to conversations with prescribers about appropriate dosages and length of therapy.

Drug Spend Analytics Could Enhance Patient Care

To improve patient care, you’ll need analytics to be integrated with other systems like a pharmacy management system, EHR, or other software. By connecting these systems, you can have a better picture of the lifecycle of a medication. This lifecycle includes what you spent on the drug, who it was dispensed to, and the reimbursement received by payers.

With this comprehensive picture, you can start asking deeper questions:

  • Is the medication appropriate for the diagnosis?
  • Are there more cost-effective alternatives?
  • Does the length of therapy make sense for the patient?
  • Should dosages be adjusted?
  • What are the most prescribed drugs?
  • What is the percentage of drugs prescribed that are controlled substances (especially opioids)?

With drug spend analytics, your hospital pharmacy can learn, on a granular scale, what impacts the numbers. With careful analysis, you can use that information to reduce costs, manage trends, and find revenue opportunities.

Do You Have a Healthcare Big Data Strategy?

healthcare big data

In the age of data, healthcare organizations are facing many challenges. First, there’s the sheer quantity of data. Then there are concerns about how to aggregate it and analyze it. These quandaries are further complicated by security and compliance regulations. Having a healthcare big data strategy is a prudent move by any organization. Even if you currently have one, it may be time to revisit it.

What Is Healthcare Big Data?

Healthcare big data refers to the vast amounts of information created by the digitization of all aspects of the industry. That data is then consolidated and analyzed with technological tools.

Healthcare has become exponentially more complex as we live longer, which is a shift in treatment models. Data makes this possible. Healthcare data analytics can improve prevention, diagnosis, and treatment.

Why Is Healthcare Big Data Important?

Much of its value comes down to reducing costs. The U.S. spends more than twice on health care per person than is peers. It’s not because the U.S. has more sick people. Rather these inflated costs are mostly due to drug costs, clinician salaries, hospital administration, and increasing medical services fees.

Data can help reign in costs, and healthcare systems have more incentive to use insights to facilitate better care. That’s because of the shift from fee for service to pay for outcomes.

Big data has multiple real-world applications in healthcare, including:

  • Understanding peak times to staff better
  • Helping prevent opioid abuse
  • Enhancing patient engagement
  • Research projects for cancer and other diseases
  • Using predictive analytics
  • Reducing fraud
  • Enhancing data security
  • Practicing telemedicine
  • Integrating medical imaging for more precise diagnoses
  • Preventing unnecessary ER visits

Investing in Big Data Initiatives and Tools

In a recent survey by Deloitte Insights, the healthcare industry has become highly invested in big data unlocking value. The survey found that 70% of respondents have a defined analytics strategy, compared with only 40% in 2015. The survey also revealed that health systems are willing to invest in data scientists, visualization designers, and data architects.

Healthcare Big Data Strategy: Becoming Data First

For any organization that wants to leverage their data, they must build a roadmap to being data first. Data analytics should become the backbone of healthcare. Employing new tools such as machine learning and artificial intelligence will be necessary as well. These tools help you manage data and provide you with a fundamental analysis plan that can then turn into actionable insights.

What’s Driving the Big Data Revolution?

The biggest driver for embracing big data in healthcare is to improve patient care and outcomes. This objective includes population health management. Interpreting a large amount of healthcare data has the potential to spot population health trends, which can help healthcare systems shape their response to emerging risks.

How Can You Develop or Improve Your Strategy?

Having a big data strategy is critical to reaping the benefits that data brings. While this is an evolving concept, there are still some fundamental things you can put in place for better data management.

  • Data aggregation: you probably have data from multiple sources, including EHRs and other systems. To be data first, you need a single hub to combine all data sources.
  • Interoperability: are your systems able to communicate with one another? If not, then this could impede your ability to learn from your data.
  • AI and machine learning tools: while data scientists are exceptional at interpretation, they can’t do the volume of analysis like these technology resources can.
  • Real-time information: looking back at data to predict is one part of your strategy, but you also need to have the ability to have access to real-time data for in the moment decisions.
  • Business intelligence opportunities: use your data to fuel better decision-making regarding your operations, patient engagement, and more.
  • Security and privacy measures: your data strategy must include how you’ll keep data safe from breaches and compliant with HIPAA.

Big data in healthcare has the capability to boost patient outcomes, streamline workflows, and improve operations. Need a big data strategy or have big data challenges? Chat with our experts to see how we can help.

ASHP 2019 Recap: Trends, Hot Topics, and Innovations for Hospital Pharmacy

ASHP 2019 Recap

Last week, the ASHP 2019 Midyear Clinical Meeting & Exhibition was held in Las Vegas. The event brought together thousands of health-system pharmacists from across the country. The event provided the opportunity to learn, engage, and network.

We were excited to exhibit, support, and attend the event and wanted to share our perspective on trends, hot topics, and innovations with this ASHP 2019 recap.

Opening Session Features Condoleezza Rice

Monday’s keynote speaker was the 66th Secretary of State Condoleezza Rice. Dr. Rice shared with attendees her story, including growing up in Birmingham, Alabama, as the daughter of educators. She professed that she knew at an early age that education was essential to her journey.

Dr. Rice offered anecdotes or her life in public service, serving as a national security advisor for George H.W. Bush as well as her role as Secretary of State under George W. Bush. She provided the audience with wisdom on serving others and how to set and achieve goals.

340B Policy Updates

340B was once again a hot topic at ASHP 2019. In the session, “340B Update: Hot Topics and Practice Metrics,” an expert panel provided key knowledge on the current state of the program. The esteemed presenters provided information about key metrics necessary to assess the success of the program. Further, they shared specific examples of how their organizations tackle 340B compliance. Much of the conversation centered around 340B savings calculations, FTE justifications, and specific areas for improvement.

Pharmacy Forecast 2020

The ASHP Foundation Pharmacy Forecast Report was explored in a session as well. The focus of the meeting was identifying 2020 trends, as revealed in the report. Specific areas of hospital pharmacy included:

  • The future of pharmacy education and workforce
  • External trends and disruptive forces impacting pharmacy
  • The opioid crisis
  • Technology innovations
  • The need to leverage data
  • The healthcare marketplace
  • Pharmacy supply chains
  • “Black Swan” situations

With each trend or topic identified, strategic advice of national authorities was presented. Attendees were urged to apply this knowledge to their practice setting.

Opioid Task Force

ASHP created an Opioid Task Force earlier this year. The 23-member group includes public health and policy leaders, clinicians from pharmacy, nursing, and pain management experts. The Task Force has urged hospitals to create Opioid Stewardship programs. The town hall provided preliminary findings of the task force on ways to mitigate the opioid crisis.

The Task Force is focused on defining the role of the pharmacist in solving the problem and identifying strategies to solve the epidemic including education, tools, resources, metrics, public policy, prevention, and mitigation.

The group expects to publish its formal recommendations by spring 2020.

The ASHP National Survey Results

The ASHP National Survey results were discussed in a state of pharmacy presentation. The presenters touched on the significant trends shaping hospital pharmacy. Pharmacist members from a variety of health systems, from less than 50 beds to over 600, responded.

Key points of discussion included:

  • Drug formulary strategies
  • Demonstrating the value of pharmacist intervention strategies with metrics
  • Pharmacogenomics
  • IV workflow management software
  • Opioid Stewardship Programs (47% of hospitals surveyed have one in place)
  • Centralization of processes
  • Hospital-based outpatient infusion centers
  • Programs based on population health data
  • Autoverification

Wednesday Morning Highlights: A Conversation with Julia Louis-Dreyfus

Acclaimed actress and producer Julia Louis-Dreyfus joined ASHP for a conversation. She shared with attendees what she’s learned from her long and prestigious career as well as what it’s like to be a breast cancer survivor.

Charming, funny, and inspiring, Louis-Dreyfus had a crowd of thousands engaged, including a bird that popped into the ballroom.

We hope you enjoyed ASHP 2019. Thanks to all those attendees that took the time to chat with us. In response to our conversations with hospital pharmacists, we created a new eBook, “Solving Data Management Challenges for Hospital Pharmacy.” Download your copy today!