Workforce planning is among the top challenges facing healthcare providers. This was true before the pandemic, with widespread shortfalls of clinical talent, but COVID-19 has only accelerated existing problems by depressing the number of applicants, causing fear of infection, driving up attrition and turnover, and drastically reducing available resources. Furthermore, COVID-19 has had a significant impact on patient volumes, introducing tremendous variability and uncertainty into the strategic planning process, making intensive data analytics more valuable and important than ever before.
Our Members have reported a range of workforce challenges that have sorely tested their operational and strategic capacity, forcing them to develop outside-the-box or innovative strategies in response. In particular, many have redeployed staff from units that have been temporarily closed or seen heavily reduced volumes, and reassigned to busier units. This helps reduce the burden on staff, limits overtime, and brings down the frequency of temp usage; it also provides a ready-made administrative layer for managing COVID tents, vaccine delivery, post-discharge follow-up, and contact tracing. Where redeployment would mean high-value staff weren’t working at the top of license, Members have largely focused their attentions on automation and on implementing the tools and methodologies necessary to generate a unified picture of workforce operations and performance.
While true AI remains fleeting, there are a number of applications for advanced, intelligent automation and analysis with respect to workforce management, including:
The American population is rapidly aging, is already beset by high rates of obesity, diabetes, and other chronic diseases, and is now facing a generational public health crisis that has shown no signs of slowing down. At no time in American history has the capacity of healthcare providers to innovate, adapt, and behave dynamically been more important than it is today. While automation and predictive analysis have long been major areas of focus for leading hospitals and health systems, they have become operational and clinical necessities, without which providers cannot hope to compete for population share and talent, to deliver the highest quality care, or to remain financially viable over the long term. The times have changed, and the future is now.
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