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From Compassion to Data-Driven Personalized Care

The Owner Press by The Owner Press
August 4, 2025
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Florence Nightingale’s Legacy: From Compassion to Data-Driven Personalized Care
John Squeo, SVP & Market Head, Healthcare Suppliers at CitiusTech

The inspiration of the healthcare methods right this moment could be traced to Florence Nightingale’s instance, emphasizing a nursing strategy to affected person remedy within the mid-19th century, throughout the Crimean Warfare. Nightingale drew consideration to the uncared for features of healthcare, like hygiene and affected person statement. This, clubbed with compassionate care, launched a human-centered, however scalable strategy to medication. ‘Affected person focus’ in healthcare, then, was simply the instinct of the attending nurse however the basis of evidence-based medication was laid throughout her interval. Immediately, expertise helps apply these fundamental healthcare ideas at a broader scale, and on a extra constant and replicable foundation.

Digitally related populations are tapping into companies which might be offering never-before hyper-personalized healthcare experiences. Contemplate these

  • A diabetic patient wearing a continuous glucose monitor (CGM) that syncs with a smartphone app. The app tracks glucose ranges, meals consumption, and exercise patterns, then sends real-time alerts and customized dietary options to stop spikes or drops. It even notifies the physician if ranges are dangerously excessive.
  • After knee surgery, a patient receives a wearable device that displays motion and restoration progress. An AI-enabled platform sends personalized train movies, tracks compliance, and adjusts routines based mostly on ache ranges and mobility, whereas alerting the bodily therapist if restoration slows. 

For a health-conscious inhabitants, these extensions of the care mannequin is essentially reshaping the way in which care is each delivered and skilled, liberating the affected person from all the time conforming to the doctor’s website of care and inconvenient schedules.

Removed from being a fleeting pattern or a technological novelty, customized engagement represents a paradigm shift—one which locations the person affected person on the middle of a dynamic, data-driven, and extra importantly, a deeply humanized care ecosystem.

Understanding Customized Engagement

Customized engagement in healthcare goes past merely offering data-driven, tech-enabled engagement. 

Take the instance of Sarah, a busy mother struggling to handle her diabetes. Her hectic life leaves no room for normal physician visits. As a substitute of giving Sarah the same old pamphlets, her healthcare crew began texting her fast suggestions and wholesome recipes she might simply make. Additionally they related her with an area assist group for mothers with diabetes.

However, for John, an aged man who lived alone, customized engagement was one thing totally different. His hassle utilizing new expertise prompted the healthcare crew to schedule dwelling visits. They even helped him handle his drugs with easy reminders. 

Customized engagement in healthcare means utilizing data and expertise to offer every affected person the care that matches their distinctive wants and life scenario.

This goes past simply treating their medical issues. It additionally considers issues like the place they dwell, how a lot cash they’ve, their training, what they eat, how they like to speak, how snug they’re with expertise, and their cultural background. The purpose is to mix their medical historical past with their social determinants of well being (SDoH) to offer each affected person care and knowledge in a means that works greatest for them.

Core Components of Customized Engagement

  1. Personalized Communication: Communication will get a private contact when the message is clearly articulated in methods which might be culturally and linguistically applicable. The supply of the message, too, should occur by way of channels the affected person is most snug with.
  2. Proactive Outreach: Reaching out to sufferers earlier than they really feel the necessity for intervention. Consider a well being app in your sister’s cellphone that analyzes her previous well being checkups and life-style information, then nudges her to e-book a cervical screening she’s due for, full with a close-by clinic suggestion and a pre-filled appointment slot. Isn’t that tremendous handy? 
  3. Behavioral Segmentation: Protecting tabs on affected person conduct, threat profiles, and engagement ranges permits for extra focused and efficient interventions. Say, for instance, watching over ‘frequency of remedy refills’ and ‘attendance at scheduled follow-up appointments’ permits for the segmentation of sufferers into high-risk and low-risk classes and therefore differing interventions.
  4.  Customized Care Pathways: Care plans are designed making an allowance for a affected person’s genetic predispositions, life-style selections, medical historical past, and private objectives. Deep personalization made doable via this strategy makes the care plan resonate with the affected person, rising its efficacy.

Why Customized Engagement Issues for ‘Suppliers’?

Customized engagement in healthcare isn’t just about making sufferers happier; it’s about smarter, more practical care. Suppliers are more and more realizing the ability of such engagement. When care is tailor-made, sufferers usually tend to comply with their remedy plans. This implies fewer emergency visits and hospital readmissions, higher well being outcomes, and lowered prices.

Take Maya’s instance. She is a younger grownup managing bronchial asthma. A supplier who can equip her with a healthcare app that sends reminders based mostly on her location (air pollution ranges are excessive right this moment) and previous episodes goes the total haul in private healthcare engagement. Little question, the app prompts her to take preventive steps, serving to keep away from a flare-up. Extra crucially, for suppliers, these proactive methods enhance their efficiency metrics and guarantee assets go the place they matter most. 

It additionally makes legitimate sense within the gentle of right this moment’s value-based care fashions, the place cost is determined by affected person outcomes and expertise. It helps suppliers keep forward, construct stronger affected person relationships, and guarantee long-term success.

What Makes Engagement Work Successfully?

  • Bringing Knowledge Collectively: The magic begins when totally different items of a affected person’s life – EHRs, health tracker information, previous survey responses are pieced collectively. It creates a full, up-to-date image of the affected person, like understanding that Pamela’s migraines spike throughout high-pressure workweeks.
  • Understanding Affected person Sorts: Not each affected person is identical. Utilizing AI, suppliers can group sufferers by well being dangers, habits, and preferences. This implies Raj, a tech-savvy school pupil, will get app notifications, whereas Maria, a senior citizen, receives cellphone calls from her well being coach.
  • Being Current In all places: Sufferers join in some ways—on cellphone calls, texts, emails, apps. An omnichannel strategy ensures the identical care message reaches them in the way in which they like. So, if a follow-up message is shipped to Alex by way of SMS textual content and to his partner (with consent given) by way of e mail, each keep within the loop.
  • Main with Empathy: Past expertise, the human contact issues. When interactions mirror understanding, like checking if a affected person has transport earlier than scheduling a lab go to, it builds belief. 
  • Studying and Enhancing: Suggestions is vital. What labored this month could not work subsequent. By measuring how sufferers reply, whether or not they comply with via, or how happy they’re, suppliers can hold bettering their engagement methods.

The transformative position of AI and Agentic AI

AI is being deployed to deal with a number of use instances throughout the healthcare spectrum.

  • For instance, digital avatars in apps or kiosks can greet sufferers in a pleasant means. Supporting a number of languages, they will support in accumulating fundamental well being particulars. 
  • Analyzing giant volumes of real-time information, predictive analytics may also help establish sufferers who would possibly face issues like lacking appointments or being readmitted to the hospital.  This helps present the best assist by way of well timed intervention.
  • Digital well being assistants can remind sufferers to take their medication, reply easy questions, and alert medical doctors if somebody’s situation appears to be getting worse.
  • AI-delivered content material could be generated to be age-appropriate.  It might be a video for a teen or a brochure for a senior, the message could be delivered in an efficient means.

The subsequent wave of AI will contain extra semi-autonomous brokers that may adapt to various conditions and contexts and take impartial choices when required. The rollout of agentic AI will show to be a game-changer for healthcare.

Agentic AI methods can go a step additional by monitoring sufferers, adjusting remedy plans as wanted, and informing care groups when one thing pressing comes up. All of this with minimal human supervision. Customized care might be unshackled from the variety of nurses or medical doctors obtainable.

Challenges and Moral Concerns

Whereas customized healthcare has many benefits, it additionally comes with some necessary challenges that want addressing.

  1. Protecting affected person information protected and personal is essential. Considerations about digital surveillance want consideration, whereas strict guidelines like HIPAA have to be complied with.
  2. AI instruments utilized in healthcare have to be honest and supply correct outcomes. Instruments educated on restricted datasets can choose up biases which will result in anticipated or detrimental outcomes.
  3. Not everybody has entry to smartphones, the web, or is aware of find out how to use well being apps. This digital divide can go away some sufferers behind, so if AI is used, the content material distribution wants to stay omnichannel and versatile to provide digital and analog or paper-based experiences and end result supply.
  4. Change administration whereas including new customized instruments into hospitals and clinics turns into necessary. Some methods are previous, and a few workers could resist change. It takes time, coaching, and teamwork to ensure every thing works easily collectively.

Addressing these challenges is vital to creating customized healthcare actually efficient and honest for all.

The Future is Customized

Healthcare’s relentless march in the direction of a extra value-driven, patient-centered mannequin is being accelerated with applied sciences that weren’t round until now. The arrival of those futuristic applied sciences has not solely made new approaches to customized healthcare doable however has additionally projected the power to increase this customized and proactive healthcare to ever bigger segments of the inhabitants whereas exhibiting the identical quantity of high-quality care. We’re nearer than ever to realizing Florence Nightingale’s model of empathetic patient-centered therapeutic at scale.  Now we have now expertise that may prolong the attain of caretakers past conventional websites of care, replace suppliers in real-time and supply suggestions, teaching and nudging to sufferers to advertise full participation in their very own healthcare, on their very own phrases.

As healthcare evolves, the actual query is that this: ‘Are you prepared to take a position a part of the time you take part in social media or digital purchasing to embrace a future the place you’re empowered to remain more healthy, heal quicker, and dwell longer for those you like?’


About  John Squeo

John Squeo is a seasoned healthcare expertise govt with over 27 years of expertise spanning well being methods, interoperability, and cloud applied sciences. As a Senior Vice President at CitiusTech, he leads enterprise improvement, account administration, gross sales, and accomplice channels for the Supplier and Healthcare Companies market.

Previous to becoming a member of CitiusTech, John held pivotal roles together with Chief Data Officer and Chief Innovation and Technique Officer at numerous well being methods. He additionally served as a Managing Director for Accenture’s well being technique consulting observe.



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