1484 lines
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HTML
1484 lines
300 KiB
HTML
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class="post-484599 post type-post status-publish format-standard has-post-thumbnail hentry category-meds tag-medications post_author-muhammad-abdullah-khan ast-article-single" id="post-484599" itemtype="https://schema.org/CreativeWork" itemscope="itemscope">
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Every medication error is a system failure, not a personal flaw </h1>
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<span class="meta-item"><span itemprop="author"><a href="https://kevinmd.com/post-author/muhammad-abdullah-khan" rel="tag follow noopener" data-wpel-link="internal" target="_self">Muhammad Abdullah Khan</a></span></span>
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<a href="/category/meds" data-wpel-link="internal" target="_self" rel="follow noopener">Medications</a>
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August 29, 2025 </span>
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<div class="swp_social_panel swp_horizontal_panel swp_flat_fresh swp_default_full_color swp_other_full_color swp_individual_full_color scale-100 scale-full_width" data-min-width="1100" data-float-color="#ffffff" data-float="top" data-float-mobile="top" data-transition="slide" data-post-id="484599" ><div class="nc_tweetContainer swp_share_button swp_facebook" data-network="facebook"><a class="nc_tweet swp_share_link" rel="nofollow noreferrer noopener" target="_self" href="https://www.facebook.com/share.php?u=https%3A%2F%2Fkevinmd.com%2F2025%2F08%2Fevery-medication-error-is-a-system-failure-not-a-personal-flaw.html" data-link="https://www.facebook.com/share.php?u=https%3A%2F%2Fkevinmd.com%2F2025%2F08%2Fevery-medication-error-is-a-system-failure-not-a-personal-flaw.html" data-wpel-link="internal"><span class="swp_count swp_hide"><span class="iconFiller"><span class="spaceManWilly"><i class="sw swp_facebook_icon"></i><span class="swp_share">Share</span></span></span></span></a></div><div class="nc_tweetContainer swp_share_button swp_twitter perfmatters-lazy-css-bg" data-network="twitter"><a class="nc_tweet swp_share_link" rel="nofollow noreferrer noopener" target="_self" href="https://twitter.com/intent/tweet?text=Every+medication+error+is+a+system+failure%2C+not+a+personal+flaw&url=https%3A%2F%2Fkevinmd.com%2F2025%2F08%2Fevery-medication-error-is-a-system-failure-not-a-personal-flaw.html&via=kevinmd" data-link="https://twitter.com/intent/tweet?text=Every+medication+error+is+a+system+failure%2C+not+a+personal+flaw&url=https%3A%2F%2Fkevinmd.com%2F2025%2F08%2Fevery-medication-error-is-a-system-failure-not-a-personal-flaw.html&via=kevinmd" data-wpel-link="internal"><span class="swp_count swp_hide"><span class="iconFiller"><span class="spaceManWilly"><i class="sw swp_twitter_icon"></i><span class="swp_share">Tweet</span></span></span></span></a></div><div class="nc_tweetContainer swp_share_button swp_linkedin" data-network="linkedin"><a class="nc_tweet swp_share_link" rel="nofollow noreferrer noopener" target="_self" href="https://www.linkedin.com/cws/share?url=https%3A%2F%2Fkevinmd.com%2F2025%2F08%2Fevery-medication-error-is-a-system-failure-not-a-personal-flaw.html" data-link="https://www.linkedin.com/cws/share?url=https%3A%2F%2Fkevinmd.com%2F2025%2F08%2Fevery-medication-error-is-a-system-failure-not-a-personal-flaw.html" data-wpel-link="internal"><span class="swp_count swp_hide"><span class="iconFiller"><span class="spaceManWilly"><i class="sw swp_linkedin_icon"></i><span class="swp_share">Share</span></span></span></span></a></div></div><p>Every 24 hours, at least one person dies from a preventable medication error. Every hour, countless others suffer complications that could have been avoided with better systems. Yet despite billions invested in health care technology and training, these numbers are not improving.</p>
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<p>Here’s the uncomfortable truth: We have been solving the wrong problem.</p>
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<p>For decades, health care has treated medication errors like individual failures — a tired nurse, a distracted doctor, a pharmacy mix-up. But what if these so-called human errors are actually predictable outcomes of fundamentally broken systems? What if the real solution is not about making people more careful but about making carelessness impossible?</p>
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<p><strong>The staggering scale of a “solved” problem</strong></p>
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<p>The World Health Organization’s latest data reveals a sobering reality: medication errors cause millions of injuries annually and represent one of the leading causes of preventable harm in health care. In developing nations, where safety protocols are inconsistent and clinical pharmacists scarce, the impact is even more devastating.</p><div class="ad_wrapper"><!-- Adslot's refresh function: googletag.pubads().refresh([gptadslots[1]]) -->
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<p>These errors fall into four main categories: prescribing the wrong medication or dose, dispensing errors at the pharmacy level, administration mistakes during patient care, and monitoring failures that miss dangerous drug interactions or dosing adjustments.</p>
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<p>What is particularly striking is how these categories have remained virtually unchanged for decades. We have identified the problems, created training programs, implemented checklists, and installed sophisticated computer systems. Yet the errors persist at rates that would be unacceptable in any other safety-critical industry.</p>
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<p>Consider this: Commercial aviation has achieved remarkable safety improvements through systematic approaches to human factors and error prevention. Meanwhile, health care continues to experience preventable medication incidents at rates that would ground every airplane in the sky.</p>
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<p><strong>The myth of human error</strong></p>
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<p>The dominant narrative in health care places responsibility squarely on individual shoulders. A prescriber overlooked a drug interaction. A pharmacist missed a dosing error. A nurse administered medication to the wrong patient. These explanations feel logical and offer clear targets for intervention: more training, better focus, increased vigilance.</p>
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<p>But this perspective fundamentally misunderstands how complex systems fail. Research from high-reliability organizations reveals that individual errors are almost always symptoms of deeper systemic problems. When we dig beneath the surface of medication errors, we consistently find predictable patterns that point to organizational failures rather than personal ones.</p>
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<p>Fragmented communication represents one of the most pervasive systemic issues. Health care teams operate with incomplete information, using disconnected systems that do not communicate effectively with each other. Critical details about patient allergies, current medications, or recent lab results often exist in different systems, accessible to different people, at different times. When a prescriber makes a decision without complete information, we call it human error. But the real error lies in creating an environment where complete information is not readily available.</p>
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<p>The technology that was supposed to solve these problems has, in many cases, made them worse. Electronic prescribing systems generate so many irrelevant alerts that health care providers develop “alert fatigue,” learning to ignore warnings that might occasionally contain crucial safety information. Clinical decision support systems designed to prevent errors often lack the contextual awareness to distinguish between genuine risks and routine clinical situations.</p>
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<p>Staffing pressures compound these technological shortcomings. When emergency departments operate with patient-to-nurse ratios that exceed safe limits, when physicians manage twice as many patients as recommended guidelines suggest, when pharmacists process prescriptions without time for meaningful clinical review, errors become inevitable outcomes rather than unfortunate accidents.</p><div class="ad_wrapper"><div class="mobile-only-ad kmd-custom-promo"><p><a href="https://kevinmd.com/upgrade-to-the-kevinmd-enhanced-author-page" target="_self" rel="noopener follow" data-wpel-link="internal"><img decoding="async" class="alignnone wp-image-507548 size-medium" src="https://kevinmd.com/wp-content/uploads/kevinmd-enhanced-300x250-1-300x250.png" alt="" width="300" height="250" srcset="https://kevinmd.com/wp-content/uploads/kevinmd-enhanced-300x250-1-300x250.png 300w, https://kevinmd.com/wp-content/uploads/kevinmd-enhanced-300x250-1-117x98.png 117w, https://kevinmd.com/wp-content/uploads/kevinmd-enhanced-300x250-1.png 600w" sizes="(max-width: 300px) 100vw, 300px" /></a></p>
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<p>Perhaps most critically, health care systems consistently underutilize their most medication-focused professionals: pharmacists. Despite extensive training in pharmacology, drug interactions, and dosing optimization, pharmacists are often excluded from the clinical decision-making process until after prescribing decisions have been made. This reactive approach wastes their expertise precisely when it could be most valuable.</p>
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<p><strong>The systems revolution: solutions that actually work</strong></p>
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<p>Organizations that have achieved dramatic reductions in medication errors share remarkably similar approaches. Rather than focusing on individual behavior change, they have redesigned their systems to make errors difficult or impossible to commit.</p>
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<p>Clinical integration represents the foundation of these successful models. Instead of keeping pharmacists isolated in dispensing areas, leading health care systems embed them directly into patient care teams. During ward rounds, pharmacists contribute real-time expertise about drug selection, dosing optimization, and potential interactions. This collaborative approach catches problems before they become errors, rather than after they have already occurred.</p>
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<p>Technology plays a crucial role, but only when it is thoughtfully integrated with human judgment. The most effective systems use artificial intelligence and clinical decision support to provide context-aware recommendations rather than generic warnings. These systems learn from patterns of use, adapting their alerts to reduce noise while maintaining sensitivity to genuine risks. Predictive analytics help identify patients at high risk for adverse drug events, allowing teams to implement additional safety measures proactively.</p>
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<p>Cultural transformation proves equally important as technological advancement. Organizations with the lowest error rates have created environments where reporting mistakes is encouraged rather than punished. These cultures recognize that understanding how errors occur is essential for preventing future ones. Regular safety audits, transparent discussion of near-misses, and simulation-based training create learning opportunities that strengthen the entire system.</p>
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<p>Protocolization provides the structural foundation that makes these other elements effective. Medication reconciliation processes ensure that accurate medication histories follow patients through every transition of care. Standardized dosing protocols for high-risk populations eliminate guesswork in situations where precision is critical. These protocols do not constrain clinical judgment; they create reliable frameworks within which judgment can be exercised safely.</p>
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<p><strong>Pharmacy’s evolution: from verification to prevention</strong></p>
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<p>The most successful medication safety initiatives recognize pharmacists as system designers rather than just prescription verifiers. This shift represents a fundamental reimagining of pharmacy’s role in health care.</p>
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<p>Traditional pharmacy practice focuses on ensuring that prescribed medications are dispensed accurately and administered correctly. While these functions remain important, they represent missed opportunities for more impactful interventions. Clinical pharmacists who participate in treatment planning can prevent inappropriate prescribing decisions before they occur. Those who lead safety committees can identify system vulnerabilities before they cause harm. Pharmacists who guide technology implementation can ensure that new systems enhance rather than hinder safe medication use.</p>
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<p>This evolution requires institutional support and recognition. Health care organizations must create structures that allow pharmacists to contribute their expertise throughout the medication use process, not just at the end. This might mean including pharmacists in electronic health record design teams, appointing them to quality improvement committees, or giving them authority to intervene when they identify unsafe prescribing patterns.</p>
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<p>The financial case for this expanded role is compelling. Clinical pharmacists consistently demonstrate positive returns on investment through reduced adverse drug events, optimized medication selection, and improved patient outcomes. Yet many health care systems continue to view pharmacy as a cost center rather than a strategic asset for safety improvement.</p>
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<p><strong>Beyond blame: the future of medication safety</strong></p>
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<p>The path forward requires abandoning comfortable narratives about individual responsibility in favor of more challenging conversations about systemic change. This does not mean ignoring personal accountability, but rather recognizing that individual actions occur within organizational contexts that either support or undermine safe practices.</p>
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<p>Structural redesign must address the fragmentation that characterizes modern health care. Integrated electronic health records that provide complete patient information to all team members, communication systems that ensure critical information reaches the right people at the right time, and workflow designs that build safety checks into routine processes represent essential infrastructure investments.</p>
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<p>Team-based accountability shifts focus from individual blame to collective responsibility for patient safety. When medication errors occur, the question becomes not “who made the mistake?” but “what system failures allowed this mistake to happen?” This approach leads to more effective interventions because it addresses root causes rather than symptoms.</p>
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<p>Institutional investment in medication safety infrastructure requires leadership commitment that goes beyond policy statements to include budget allocations, staffing decisions, and performance metrics. Organizations serious about medication safety measure and reward system reliability, not just individual compliance with safety procedures.</p>
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<p>The ultimate goal is creating health care environments where safe medication use is the natural outcome of well-designed systems rather than the heroic achievement of exceptionally careful individuals. This vision is not utopian. It is already being realized in organizations that have committed to systems-based approaches to safety improvement.</p>
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<p><strong>The choice we face</strong></p>
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<p>Medication safety represents a defining challenge for modern health care. We can continue treating errors as individual failures, implementing superficial solutions that provide comfort without meaningful change. Or we can embrace the more difficult but ultimately more effective approach of systematic transformation.</p>
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<p>The evidence overwhelmingly supports the systems approach. The tools and knowledge necessary for dramatic improvement already exist. What remains is the collective will to implement changes that prioritize patient safety over organizational inertia.</p>
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<p>Every medication error that occurs today is a missed opportunity to save lives, prevent suffering, and improve health care quality. But every error is also a learning opportunity that can inform better system design for tomorrow.</p>
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<p>The choice is ours: continue accepting preventable harm as an inevitable cost of health care, or commit to the systematic changes that can finally make medication safety a reality rather than an aspiration.</p>
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<p>Safe medication use is not a luxury reserved for well-resourced health care systems. It is a fundamental standard that every patient deserves, achievable through precision, vigilance, and the courage to change systems that no longer serve us.</p>
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<p><em>Muhammad Abdullah Khan is a pharmacy student in Pakistan.</em></p>
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|
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|
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<!-- -------------------------------------------------------------------------------------------
|
||
--------------------- Function for Custom Button Styles------------------------------
|
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------------------------------------------------------------------------------------------------
|
||
----------------------------------------------------------------------------------------------->
|
||
<div class="alignleftfp">
|
||
<a href="https://kevinmd.com/2025/08/from-civil-war-tales-to-iphones-a-family-history-in-contrast.html" rel="prev follow noopener" data-wpel-link="internal" target="_self"><img decoding="async" class="imgalign" src="https://kevinmd.com/wp-content/uploads/ic_keyboard_arrow_left_48px@2x-1.png" alt="Prev" /></a>
|
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</div>
|
||
<div class="fp_tooltip_left">
|
||
<div class="arrow-left"></div>
|
||
<div class="title_line">
|
||
<h1><a href="https://kevinmd.com/2025/08/from-civil-war-tales-to-iphones-a-family-history-in-contrast.html" data-wpel-link="internal" target="_self" rel="follow noopener">From Civil War tales to iPhones: a family history in contrast</a></h1>
|
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<div class="second_line">
|
||
<span class="post_date pad-5"><i class="fa fa-clock-o pad-5"></i><a href="https://kevinmd.com/2025/08/from-civil-war-tales-to-iphones-a-family-history-in-contrast.html" data-wpel-link="internal" target="_self" rel="follow noopener"> August 29, 2025</a> </span>
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<span class="post_author pad-5"><i class="fa fa-user pad-5"></i><a href="https://kevinmd.com/author/kylasydney" data-wpel-link="internal" target="_self" rel="follow noopener">Kevin</a></span>
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<span class="comment_count pad-5"><i class="fa fa-comments pad-5"></i><a href="https://kevinmd.com/2025/08/from-civil-war-tales-to-iphones-a-family-history-in-contrast.html#respond" data-wpel-link="internal" target="_self" rel="follow noopener">0</a></span>
|
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|
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<div class='line'></div>
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<div class="thumbnail"><img decoding="async" width="150" height="150" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20width='150'%20height='150'%20viewBox='0%200%20150%20150'%3E%3C/svg%3E" class="attachment-thumbnail size-thumbnail wp-post-image perfmatters-lazy" alt data-src="https://kevinmd.com/wp-content/uploads/image-1-6-150x150.jpg" data-srcset="https://kevinmd.com/wp-content/uploads/image-1-6-150x150.jpg 150w, https://kevinmd.com/wp-content/uploads/image-1-6-35x35.jpg 35w, https://kevinmd.com/wp-content/uploads/image-1-6-75x75.jpg 75w" data-sizes="(max-width: 150px) 100vw, 150px" /><noscript><img decoding="async" width="150" height="150" src="https://kevinmd.com/wp-content/uploads/image-1-6-150x150.jpg" class="attachment-thumbnail size-thumbnail wp-post-image" alt="" srcset="https://kevinmd.com/wp-content/uploads/image-1-6-150x150.jpg 150w, https://kevinmd.com/wp-content/uploads/image-1-6-35x35.jpg 35w, https://kevinmd.com/wp-content/uploads/image-1-6-75x75.jpg 75w" sizes="(max-width: 150px) 100vw, 150px" /></noscript></div>
|
||
<div class="excerpt">
|
||
… </div>
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||
|
||
</div>
|
||
<div class="alignrightfp">
|
||
<a href="https://kevinmd.com/2025/08/could-ecmo-change-where-we-die-and-how-our-organs-are-donated.html" rel="next follow noopener" data-wpel-link="internal" target="_self"><img decoding="async" class="imgalign" src="https://kevinmd.com/wp-content/uploads/ic_keyboard_arrow_right_48px@2x-1.png" alt="Next" /></a> </div>
|
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<div class="fp_tooltip_right">
|
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<div class="arrow-right"></div>
|
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<div class="title_line">
|
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<h1><a href="https://kevinmd.com/2025/08/could-ecmo-change-where-we-die-and-how-our-organs-are-donated.html" data-wpel-link="internal" target="_self" rel="follow noopener">Could ECMO change where we die and how our organs are donated?</a></h1>
|
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</div>
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<div class="second_line">
|
||
<span class="post_date pad-5"><i class="fa fa-clock-o pad-5"></i><a href="https://kevinmd.com/2025/08/could-ecmo-change-where-we-die-and-how-our-organs-are-donated.html" data-wpel-link="internal" target="_self" rel="follow noopener"> August 29, 2025</a></span>
|
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<span class="post_author pad-5"><i class="fa fa-user pad-5"></i><a href="https://kevinmd.com/author/kylasydney" data-wpel-link="internal" target="_self" rel="follow noopener">Kevin</a></span>
|
||
<span class="comment_count pad-5"><i class="fa fa-comments pad-5"></i><a href="https://kevinmd.com/2025/08/could-ecmo-change-where-we-die-and-how-our-organs-are-donated.html#respond" data-wpel-link="internal" target="_self" rel="follow noopener">0</a></span>
|
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</div>
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<div class="thumbnail"><img decoding="async" width="150" height="150" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20width='150'%20height='150'%20viewBox='0%200%20150%20150'%3E%3C/svg%3E" class="attachment-thumbnail size-thumbnail wp-post-image perfmatters-lazy" alt data-src="https://kevinmd.com/wp-content/uploads/image-1-2-150x150.jpg" data-srcset="https://kevinmd.com/wp-content/uploads/image-1-2-150x150.jpg 150w, https://kevinmd.com/wp-content/uploads/image-1-2-35x35.jpg 35w, https://kevinmd.com/wp-content/uploads/image-1-2-75x75.jpg 75w" data-sizes="(max-width: 150px) 100vw, 150px" /><noscript><img decoding="async" width="150" height="150" src="https://kevinmd.com/wp-content/uploads/image-1-2-150x150.jpg" class="attachment-thumbnail size-thumbnail wp-post-image" alt="" srcset="https://kevinmd.com/wp-content/uploads/image-1-2-150x150.jpg 150w, https://kevinmd.com/wp-content/uploads/image-1-2-35x35.jpg 35w, https://kevinmd.com/wp-content/uploads/image-1-2-75x75.jpg 75w" sizes="(max-width: 150px) 100vw, 150px" /></noscript> </div>
|
||
<div class="excerpt">
|
||
… </div>
|
||
|
||
|
||
</div>
|
||
|
||
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|
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|
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|
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|
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|
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|
||
|
||
|
||
</div><!-- .entry-content .clear -->
|
||
</div>
|
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|
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<p class="post-tags">
|
||
<span class="post_tags_intro">Tagged as:</span>
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||
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<a href="https://kevinmd.com/tag/medications" rel="tag follow noopener" data-wpel-link="internal" target="_self">Medications and Prescribing</a>
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<div class="nav-links"><div class="nav-previous"><a href="https://kevinmd.com/2025/08/from-civil-war-tales-to-iphones-a-family-history-in-contrast.html" rel="prev follow noopener" data-wpel-link="internal" target="_self"><div class="label">< Previous Post</div>From Civil War tales to iPhones: a family history in contrast</a></div><div class="nav-next"><a href="https://kevinmd.com/2025/08/could-ecmo-change-where-we-die-and-how-our-organs-are-donated.html" rel="next follow noopener" data-wpel-link="internal" target="_self"><div class="label">Next Post ></div>Could ECMO change where we die and how our organs are donated?</a></div></div>
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<a href="https://kevinmd.com/2026/09/ai-adoption-in-rural-hospitals-could-fuel-consolidation.html" data-wpel-link="internal" target="_self" rel="follow noopener"><img width="190" height="100" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20width='190'%20height='100'%20viewBox='0%200%20190%20100'%3E%3C/svg%3E" class="attachment-inner-sb-thumb size-inner-sb-thumb wp-post-image perfmatters-lazy" alt title="AI adoption in rural hospitals could fuel consolidation" decoding="async" data-src="https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-190x100.png" data-srcset="https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-190x100.png 190w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-300x158.png 300w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-1024x538.png 1024w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-768x403.png 768w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-1536x806.png 1536w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-2048x1075.png 2048w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-117x61.png 117w" data-sizes="(max-width: 190px) 100vw, 190px" /><noscript><img width="190" height="100" src="https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-190x100.png" class="attachment-inner-sb-thumb size-inner-sb-thumb wp-post-image" alt="" title="AI adoption in rural hospitals could fuel consolidation" decoding="async" srcset="https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-190x100.png 190w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-300x158.png 300w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-1024x538.png 1024w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-768x403.png 768w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-1536x806.png 1536w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-2048x1075.png 2048w, https://kevinmd.com/wp-content/uploads/ai_rural_health_care_divide_og-117x61.png 117w" sizes="(max-width: 190px) 100vw, 190px" /></noscript></a>
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<h4><a href="https://kevinmd.com/2026/09/ai-adoption-in-rural-hospitals-could-fuel-consolidation.html" data-wpel-link="internal" target="_self" rel="follow noopener">AI adoption in rural hospitals could fuel consolidation</a></h4>
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<span class="author"><span itemprop="author"><a href="https://kevinmd.com/post-author/matt-hasan" rel="tag follow noopener" data-wpel-link="internal" target="_self">Matt Hasan, PhD</a></span></span> | <span class="cat"><a href="https://kevinmd.com/category/tech" rel="category tag follow noopener" data-wpel-link="internal" target="_self">Health Technology</a></span>
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<a href="https://kevinmd.com/2026/09/ai-psychosis-and-the-myth-that-disclosure-protects-patients.html" data-wpel-link="internal" target="_self" rel="follow noopener"><img width="190" height="100" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20width='190'%20height='100'%20viewBox='0%200%20190%20100'%3E%3C/svg%3E" class="attachment-inner-sb-thumb size-inner-sb-thumb wp-post-image perfmatters-lazy" alt title="AI psychosis and the myth that disclosure protects patients" decoding="async" data-src="https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-190x100.png" data-srcset="https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-190x100.png 190w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-300x158.png 300w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-1024x538.png 1024w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-768x403.png 768w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-1536x806.png 1536w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-2048x1075.png 2048w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-117x61.png 117w" data-sizes="(max-width: 190px) 100vw, 190px" /><noscript><img width="190" height="100" src="https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-190x100.png" class="attachment-inner-sb-thumb size-inner-sb-thumb wp-post-image" alt="" title="AI psychosis and the myth that disclosure protects patients" decoding="async" srcset="https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-190x100.png 190w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-300x158.png 300w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-1024x538.png 1024w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-768x403.png 768w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-1536x806.png 1536w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-2048x1075.png 2048w, https://kevinmd.com/wp-content/uploads/chatbot-bipolar-disclosure_og-117x61.png 117w" sizes="(max-width: 190px) 100vw, 190px" /></noscript></a>
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<h4><a href="https://kevinmd.com/2026/09/ai-psychosis-and-the-myth-that-disclosure-protects-patients.html" data-wpel-link="internal" target="_self" rel="follow noopener">AI psychosis and the myth that disclosure protects patients</a></h4>
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<span class="author"><span itemprop="author"><a href="https://kevinmd.com/post-author/nicole-drapeau-gillen" rel="tag follow noopener" data-wpel-link="internal" target="_self">Nicole Drapeau Gillen</a></span></span> | <span class="cat"><a href="https://kevinmd.com/category/tech" rel="category tag follow noopener" data-wpel-link="internal" target="_self">Health Technology</a></span>
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<a href="https://kevinmd.com/2026/09/why-are-fewer-family-physicians-delivering-babies.html" data-wpel-link="internal" target="_self" rel="follow noopener"><img width="190" height="100" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20width='190'%20height='100'%20viewBox='0%200%20190%20100'%3E%3C/svg%3E" class="attachment-inner-sb-thumb size-inner-sb-thumb wp-post-image perfmatters-lazy" alt title="Why are fewer family physicians delivering babies?" decoding="async" data-src="https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-190x100.png" data-srcset="https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-190x100.png 190w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-300x158.png 300w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-1024x538.png 1024w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-768x403.png 768w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-1536x806.png 1536w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-2048x1075.png 2048w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-117x61.png 117w" data-sizes="(max-width: 190px) 100vw, 190px" /><noscript><img width="190" height="100" src="https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-190x100.png" class="attachment-inner-sb-thumb size-inner-sb-thumb wp-post-image" alt="" title="Why are fewer family physicians delivering babies?" decoding="async" srcset="https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-190x100.png 190w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-300x158.png 300w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-1024x538.png 1024w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-768x403.png 768w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-1536x806.png 1536w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-2048x1075.png 2048w, https://kevinmd.com/wp-content/uploads/rural-maternity-family-physicians_og-117x61.png 117w" sizes="(max-width: 190px) 100vw, 190px" /></noscript></a>
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<span class="author"><span itemprop="author"><a href="https://kevinmd.com/post-author/frista-gradica" rel="tag follow noopener" data-wpel-link="internal" target="_self">Frista Gradica</a></span></span> | <span class="cat"><a href="https://kevinmd.com/category/policy" rel="category tag follow noopener" data-wpel-link="internal" target="_self">Health Policy</a></span>
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<span class="author"><span itemprop="author"><a href="https://kevinmd.com/post-author/matt-hasan" rel="tag follow noopener" data-wpel-link="internal" target="_self">Matt Hasan, PhD</a></span></span> | <span class="cat"><a href="https://kevinmd.com/category/tech" rel="category tag follow noopener" data-wpel-link="internal" target="_self">Health Technology</a></span>
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