Nurse informatics technology trends and challenges: EHRs are in, but data gaps loom

The nursing profession faces a projected shortage of 78,610 full-time registered nurses by 2025, a crisis technology could alleviate if not for critical systemic barriers.

HS
Helena Strauss

May 27, 2026 · 3 min read

Nurse using a holographic EHR system, with visible data gaps indicating challenges in healthcare technology and interoperability.

The nursing profession faces a projected shortage of 78,610 full-time registered nurses by 2026, a crisis technology could alleviate if not for critical systemic barriers. This deficit follows an estimated decrease of 100,000 registered nurses in 2025, deepening the challenge for healthcare systems struggling to maintain staffing and patient care, especially in long-term settings. While Electronic Health Record (EHR) adoption is widespread in long-term care, the interoperable exchange of health information is not routine. This limits technology's full potential. Companies invest in technology to address the nursing shortage, but without foundational interoperability and robust governance, these investments risk becoming isolated solutions. They fail to deliver systemic improvements. The focus must shift from mere adoption to creating integrated, intelligent platforms that empower nurses and optimize care.

EHR Adoption: A Mixed Landscape

EHR adoption varies significantly across long-term care. Eighty percent of nursing homes and home health agencies have adopted EHRs for clinical and business needs, according to ahcancal. This figure aligns with 78% adoption in 2025 for nursing home, skilled nursing, and home health providers, also reported by ahcancal. However, residential care settings show only 26% adoption, with larger facilities having higher rates than smaller ones, This disparity reveals an uneven technological foundation. It complicates efforts to establish a unified digital infrastructure capable of supporting advanced nurse informatics solutions.

The Interoperability and Data Quality Gap

Despite high EHR adoption rates in some long-term care settings, these systems often fail to communicate effectively. This lack of seamless data exchange fundamentally limits advanced technologies' potential to support nursing practice. The interoperable exchange of health information is not routine in long-term post-acute care (LTPAC) settings, according to ahcancal. While EHRs capture data, they frequently fail to share it across platforms or providers. Artificial intelligence in nursing can optimize surgical scheduling, enhance decision support, improve predictive analytics, and streamline workflows, but it depends on clean, structured data, as stated by AORN. This absence of routine interoperable data exchange and the critical need for clean, structured data for AI tools exposes a fundamental weakness in current health information infrastructure. It prevents transforming raw data into actionable intelligence for nurses and patients.

Barriers to Advanced Tech: Governance and Implementation

Integrating advanced technologies, especially AI, into nursing practice faces significant systemic and operational hurdles. These barriers extend beyond technology availability to crucial aspects of oversight and practical deployment. A major barrier to safely adopting AI tools in nursing is the lack of robust governance and evaluation frameworks, including clear standards for validation, fairness assessment, implementation monitoring, or accountability, according to Penn LDI. This absence creates uncertainty and risk, deterring wider adoption. Furthermore, organizations should allow at least six months before the desired implementation date for new software solutions, as reported by providermagazine. This extended timeline reveals the complexity of integrating new systems, requiring substantial planning and resource allocation. The absence of clear governance and the extensive time required for implementation hinder the safe and effective deployment of advanced nursing technologies, slowing progress in supporting the workforce.

The Human Cost: Impact on Nurses and Patients

The persistent nursing workforce shortage carries significant human implications, directly affecting patient care quality and the well-being of existing nursing staff. This ongoing crisis demands effective technological solutions, currently hampered by systemic issues. An estimated 200,000 registered nurses are expected to retire annually until 2031, according to pmc. This continuous exodus of experienced professionals exacerbates the shortage, straining remaining staff with increased workloads. Resulting burnout and fatigue among nurses can compromise patient safety and lead to declining care quality. Functional technological support is critically needed to mitigate these impacts.

The Path Forward: Strategic Investments in Informatics

Strategic investments in nurse informatics are essential to bridge the gap between technological potential and practical application in healthcare. The role of nurse informaticists is growing and projected to grow steadily over the next decade, according to AORN. The growing and projected steady growth of the role of nurse informaticists over the next decade, according to AORN, signals a recognition within healthcare of the critical need for specialized expertise in managing and optimizing health information technology. Nurse informaticists are uniquely positioned to translate clinical needs into technical requirements, ensuring digital tools truly support frontline care. Empowering these professionals is crucial for guiding the strategic integration of digital tools, alleviating workforce pressures, and improving patient outcomes.

If healthcare systems do not prioritize robust interoperable data exchange, clear AI governance, and strategic investment in nurse informatics, the projected nursing shortage will likely worsen, compromising patient care quality by 2026.