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What will ‘Behavioural Changes’ Mean for India’s Digital Health Future

We are in the middle of a global pandemic, facing a threat unlike one never seen before. COVID-19 has been a reason for global concern since it has negatively impacted economies, shut down workplaces, and forced cities into lockdowns.

But history also tells us  that times of uncertainty also foster innovation. The pandemic has forced consumers and businesses to rethink how they behave both physically and digitally. As per McKinsey, COVID-19 has speeded up the adoption of digital technologies.

India, which was on the cusp of a ‘digital health’ revolution, has now been forced to embrace innovation and emerging trends. The healthcare sector holds great promise since new-age technologies like telemedicine, robotics, artificial intelligence (AI), genomics, etc. are transforming healthcare services.

There have been unprecedented changes in consumer behaviour as well. People are now increasingly relying on using the internet to find clinical information or engage with healthcare professionals digitally. Moreover, online consultations, telemedicine, and e-pharmacies have seen a rise in popularity.

Companies will thus need to capitalize on the changing patterns of consumption and health-seeking behaviour.

This article focuses on how changing patient behaviour will affect India’s digital health future.

A growing Indian healthcare market

According to a report by Future Health Index, India is a leader in the adoption of digital health technology. As per India Brand Equity Foundation (IBEF), the Indian healthcare market is expected to grow at a compound annual growth rate of 22% to reach a valuation of USD 372 billion by 2022. This growth can be attributed to the following –

  • Growing health awareness
  • Aging population
  • Lifestyle-related diseases
  • Rising income levels
  • Growth of internet availability

The rise of digital health start-ups is also playing a role in the growth of the healthcare sector. Indian health tech startup landscape has now matured.

Over the last few years, telemedicine has emerged as a fast-growing sector in India. Prominent start-ups like Practo, mfine, and Lybrate have established themselves in the telehealth market. McKinsey estimates that India could save up to USD10 billion by 2025 by using telemedicine instead of in-person doctor appointments.

COVID-induced behavioural changes

The COVID-19 pandemic has brought about changes to patient behaviour. The fear of leaving homes to get treatment has led to the growth of virtual care and telemedicine. 

As per a report by Accenture, almost 70% of the patients canceled or postponed their treatments due to the COVID-19 pandemic. Technology, therefore, played a crucial role in helping patients continue their care. Healthcare providers were even able to improve the experience for patients by delivering them faster response time, personalized interactions, and the convenience of getting consultation from home.

The same report by Accenture highlights some key behavioural changes that are being observed in patients – 

  • Nearly half of the patients now get their treatment at their homes instead of visiting a clinic.
  • Almost 60% of patients want to continue using technology for communicating with healthcare providers.
  • About 41% of patients now use video conferencing to connect with their healthcare providers. Of these, for almost 70% of patients, it’s their first-time using video conferencing for healthcare.
  • Almost 44% of patients used new apps or devices during the pandemic to manage their health conditions.

All this highlights the need for healthcare providers to reimagine their patient engagement strategies in keeping with the changing patient behavior.

Future of digital health in India

New digital technologies and tools are making an impact across the healthcare sector. They hold great promise in improving the efficiency of healthcare services while delivering better patient care. Below are some of the technological developments that are expected to revolutionize the way we seek healthcare.

Telemedicine

About 68% of India’s population lives in rural areas where healthcare services are not usually up to the mark. This barrier can be overcome by telemedicine that offers an excellent way for patients to consult a doctor in a much shorter duration. Telemedicine can cut waiting times and allow patients to avoid traveling to a clinic or hospital. Some other benefits of telemedicine include –

  • Immediate access to specialist healthcare providers.
  • Cost-effectiveness.
  • Improved quality of care.
  • Convenience to the patients.
  • Improved patient engagement.

Internet of medical things (IoMT)

The rapid growth of IoMT devices is rapidly changing healthcare delivery by playing an important role in tracking and preventing chronic illnesses.

It not only helps eliminate the need for in-person medical visits but also helps reduce costs. Goldman Sachs estimates IoMT to save USD 300 billion annually for the healthcare industry. IoMT will benefit those patients the most who are unable to get access to quality healthcare due to remote location.

Big data in healthcare

There has been dramatic growth in the amount of medical and health data in the last few years. These massive datasets can be used to draw insights and opportunities for healthcare organizations. Analysis of healthcare data can help discover warning signs and create preventive plans.

The widespread adoption of IoT devices also makes it easier to monitor heart rate, blood pressure, etc. This can help in the early detection of diseases like hypertension, asthma, heart problems, etc.

Electronic medical records

Electronic medical records or EMRs help collect, digitalize patients’ information, and store it in a single place. EMRs store various types of medical data like medical history, prescriptions, drug allergies, etc. and allow doctors to make accurate disease prognosis in a much shorter time. Some other benefits of EMRs include – 

  • Effective medical decisions.
  • Easy data recovery.
  • Improved collaboration.
  • Portability.
  • Security of medical data.

Artificial intelligence

Artificial intelligence (AI) has a big role to play in improving healthcare since growing digitization leads to the availability of a large amount of health data. AI has the potential to transform everyday health management in the following ways –

  • Improved accessibility of healthcare services (for example – the AI-based mobile app Ada is available across 140 countries and makes it possible for anyone to have access to medical guidance).
  • Improved efficiency.
  • Accurate disease diagnosis.
  • Improved insights to reveal early disease risks (for example – a popular app Verily can forecast noncontagious and hereditary genetic diseases).
  • Time and cost savings.

mHealth

Mobile health or mHealth refers to the monitoring and sharing of health data via mobile technology like health tracking apps or wearables. 

mHealth apps can prove to be beneficial in increasing patient engagement, providing health education, and offering remote consultations to patients. It can also use the data from wearable devices to improve the quality of care. Some other benefits of mHealth include – 

  • Faster access to physicians.
  • Improved medication adherence.
  • Remote patient monitoring.
  • Increased medication reconciliation accuracy.
  • Improved coordination between healthcare providers and patients.

Conclusion

It’s quite clear that COVID-19 has significantly impacted patient behaviour. There has been a growing preference for telehealth and mHealth apps. But all of this has also compelled healthcare organizations to put in more effort in adapting to these behavioural changes. Healthcare providers are opting to rely more on new technologies to continue delivering patient care. A more affordable standard of high-quality care is in the works for India’s digital health future.

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Platform Engineering: Accelerating Development and Deployment

The software development landscape is evolving rapidly, demanding unprecedented levels of speed, quality, and efficiency. To keep pace, organizations are turning to platform engineering. This innovative approach empowers development teams by providing a self-service platform that automates and streamlines infrastructure provisioning, deployment pipelines, and security. By bridging the gap between development and operations, platform engineering fosters standardization, and collaboration, accelerates time-to-market, and ensures the delivery of secure and high-quality software products. Let’s dive into how platform engineering can revolutionize your software delivery lifecycle.

The Rise of Platform Engineering

The rise of DevOps marked a significant shift in software development, bringing together development and operations teams for faster and more reliable deployments. As the complexity of applications and infrastructure grew, DevOps teams often found themselves overwhelmed with managing both code and infrastructure.

Platform engineering offers a solution by creating a dedicated team focused on building and maintaining a self-service platform for application development. By standardizing tools and processes, it reduces cognitive overload, improves efficiency, and accelerates time-to-market.  

Platform engineers are the architects of the developer experience. They curate a set of tools and best practices, such as Kubernetes, Jenkins, Terraform, and cloud platforms, to create a self-service environment. This empowers developers to innovate while ensuring adherence to security and compliance standards.

Role of DevOps and Cloud Engineers

Platform engineering reshapes the traditional development landscape. While platform teams focus on building and managing self-service infrastructure, application teams handle the development of software. To bridge this gap and optimize workflows, DevOps engineers become essential on both sides.

Platform and cloud engineering are distinct but complementary disciplines. Cloud engineers are the architects of cloud infrastructure, managing services, migrations, and cost optimization. On the other hand, platform engineers build upon this foundation, crafting internal developer platforms that abstract away cloud complexity.

Key Features of Platform Engineering:

Let’s dissect the core features that make platform engineering a game-changer for software development:

Abstraction and User-Friendly Platforms: 

An internal developer platform (IDP) is a one-stop shop for developers. This platform provides a user-friendly interface that abstracts away the complexities of the underlying infrastructure. Developers can focus on their core strength – building great applications – instead of wrestling with arcane tools. 

But it gets better. Platform engineering empowers teams through self-service capabilities.This not only reduces dependency on other teams but also accelerates workflows and boosts overall developer productivity.

Collaboration and Standardization

Close collaboration with application teams helps identify bottlenecks and smooth integration and fosters a trust-based environment where communication flows freely.

Standardization takes center stage here. Equipping teams with a consistent set of tools for automation, deployment, and secret management ensures consistency and security. 

Identifying the Current State

Before building a platform, it’s crucial to understand the existing technology landscape used by product teams. This involves performing a thorough audit of the tools currently in use, analyzing how teams leverage them, and identifying gaps where new solutions are needed. This ensures the platform we build addresses real-world needs effectively.

Security

Platform engineering prioritizes security by implementing mechanisms for managing secrets such as encrypted storage solutions. The platform adheres to industry best practices, including regular security audits, continuous vulnerability monitoring, and enforcing strict access controls. This relentless vigilance ensures all tools and processes are secure and compliant.

The Platform Engineer’s Toolkit For Building Better Software Delivery Pipelines

Platform engineering is all about streamlining and automating critical processes to empower your development teams. But how exactly does it achieve this? Let’s explore the essential tools that platform engineers rely on:

Building Automation Powerhouses:

Infrastructure as Code (IaC):

CI/CD Pipelines:

Tools like Jenkins and GitLab CI/CD are essential for automating testing and deployment processes, ensuring applications are built, tested, and delivered with speed and reliability.

Maintaining Observability:

Monitoring and Alerting:

Prometheus and Grafana is a powerful duo that provides comprehensive monitoring capabilities. Prometheus scrapes applications for valuable metrics, while Grafana transforms this data into easy-to-understand visualizations for troubleshooting and performance analysis.

All-in-one Monitoring Solutions:

Tools like New Relic and Datadog offer a broader feature set, including application performance monitoring (APM), log management, and real-time analytics. These platforms help teams to identify and resolve issues before they impact users proactively.

Site Reliability Tools To Ensure High Availability and Scalability:

Container Orchestration:

Kubernetes orchestrates and manages container deployments, guaranteeing high availability and seamless scaling for your applications.

Log Management and Analysis:

The ELK Stack (Elasticsearch, Logstash, Kibana) is the go-to tool for log aggregation and analysis. It provides valuable insights into system behavior and performance, allowing teams to maintain consistent and reliable operations.

Managing Infrastructure

Secret Management:

HashiCorp Vault protects secretes, centralizes, and manages sensitive data like passwords and API keys, ensuring security and compliance within your infrastructure.

Cloud Resource Management:

Tools like AWS CloudFormation and Azure Resource Manager streamline cloud deployments. They automate the creation and management of cloud resources, keeping your infrastructure scalable, secure, and easy to manage. These tools collectively ensure that platform engineering can handle automation scripts, monitor applications, maintain site reliability, and manage infrastructure smoothly.

The Future is AI-Powered:

The platform engineering landscape is constantly evolving, and AI is rapidly transforming how we build and manage software delivery pipelines. The tools like Terraform, Kubecost, Jenkins X, and New Relic AI facilitate AI capabilities like:

  • Enhance security
  • Predict infrastructure requirements
  • Optimize resource security 
  • Predictive maintenance
  • Optimize monitoring process and cost

Conclusion

Platform engineering is becoming the cornerstone of modern software development. Gartner estimates that by 2026, 80% of development companies will have internal platform services and teams to improve development efficiency. This surge underscores the critical role platform engineering plays in accelerating software delivery and gaining a competitive edge.

With a strong foundation in platform engineering, organizations can achieve greater agility, scalability, and efficiency in the ever-changing software landscape. Are you ready to embark on your platform engineering journey?

Building a robust platform requires careful planning, collaboration, and a deep understanding of your team’s needs. At Mantra Labs, we can help you accelerate your software delivery. Connect with us to know more. 

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