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5 things you need to know from Stack Overflow Survey 2016- JavaScript Continues to Rule The Web.

To gain insight into the state of development, every year tens of thousands of developers are surveyed by Stack Overflow through their service. Stack Overflow serves as a stage where designers share their work and make inquiries identified with coding. Consistently, the site overviews a huge number of engineers to get a thought regarding the present situation of the tech world, making it a standout amongst the most exhaustive designer study ever directed.

Every year the statistics of inside industry are fascinating and this year for 2016’s study, 50,000 to 56033 developers responded from across the industry from 173 countries– and the findings are fascinating, as well as insightful. The company found that JavaScript is still overwhelmingly the most popular development language, with more than 55.4 percent of people saying they use the language. PHP fell 4 percent in the last year to 25 percent, which Stack Overflow attributed to the rise of Node and Angular, but Microsoft’s Visual Basic is the most “dreaded” language. It was also found that 46 percent of the developers have no degree in computer science or any related field and that more than 57 percent of them check in code at work more than once a day.
Survey statistics of January 2016 showed, more than 45 million opened Stack Overflow in their web programs to pose a question or answer something asked by a kindred designer. Most respondents recognize themselves as full-stack designers with a number as high as 28%, trailed by back-end web engineers with 12.2%.

Among overall participants, the most popular developer job title was “Full-Stack Web Developer” at 28 percent, followed by “back-end developer” at 12 percent and around 11.4% percent call themselves an understudy, trailed by 8.4% developers who are Android, iOS, Windows Phone, and multi-stage development developers. Interestingly the most common developer age is 25-29, with more than 28 percent of respondents fitting into the category, followed by 23 percent at 20-25.
Stack overflow engineer overview 2016 designer occupations: Stack Overflow 2016- 1

If we move to the area where we’ll discuss the most utilized advances, JavaScript keeps on decision the web. It’s still the most mainstream programming dialect for web advancement with 55.4% individuals saying that they code in JavaScript. This colossally famous programming dialect is trailed by SQL Server (49.1%), Java (36.3%), C# (30.9%), PHP (25.9%), and C++ (19.4%).Stack Overflow 2016- 4

In “Stack Overflow engineer review 2016 most prevalent technologies”, if we discuss the inclining advancements on Stack Overflow, React, Spark and Swift (taking business sector from Objective-C ‘quickly’) are administering the graphs, while Node.js and Angular JS are on the rise.stackoverflow- 2016- 6

This year we asked respondents if they are Engineers, Experts, Hackers or any of the other descriptors we’ve frequently seen in job listings, business cards, and Twitter bios.
95% of developers identify as either a Developer, Programmer, Engineer, Senior Developer or Full-Stack Developer. Embedded Application Developers are most likely to identify as Engineers. Graphics Programmers are most likely to identify as Programmers.
But Developer is the runaway choice in this survey.Stack Overflow 2016- 5

The average developer has about 6.5 years of IT or programming experience. This isn’t necessarily professional experience (the average student tells us they have 3.4 years of experience). Developers gain experience by building things, even if they’re doing it unpaid or part-time. We’ve found this experience distribution to closely match that of more than 230,000 developers who make their CVs available on Stack Overflow.

Worldwide, the median Front-End Web Developer has 3.5 years of experience. The median Full-Stack Developer has 8 years of experience. And the median Engineering Manager has 13 years of experience.

Stack Overflow 2016- 1

The other points that were highlighted in Survey were, 69% of all developers tell us they are at least partly self-taught. (13% of respondents across the globe tell us they are only self-taught.) 43% of developers have either a BA or BS in computer science or a related field. 2% of developers have a PhD.

Overall, about 73% of developers tell us they think diversity is at least somewhat important in the workplace. 41% of developers say diversity is very important. And developers who most often influence hiring decisions are more likely to believe in the value of diversity than other developer types.

The saddest statistic in the Survey document, which has been highlighted as a major issue at many silicon valley tech companies, is that more than 92 percent of the respondents were male, showing just how gendered the industry really is and how far we need to go.

The study provides a lot of other interesting data if you’re looking for insights into where to move next, or if you’re looking for an easy pay bump. Mantra Labs has been continuously keeping watch on latest trends in Tech companies, to know more about latest trends, connect to Mantra Labs.

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Embracing the Digital Frontier: Transforming the Patient Journey in Pharma

In the realm of pharmaceuticals, the digital revolution is not just a buzzword; it’s a seismic shift reshaping the landscape of patient care. From discovery to delivery, digital technologies are revolutionizing every facet of the pharmaceutical industry. One of the most profound impacts is evident in the patient journey. Today’s Patients are more informed, engaged, and empowered than ever, thanks to the proliferation of digital tools and platforms. In this comprehensive exploration, we will delve into the multifaceted ways digital is redefining the patient journey in pharmaceuticals.

According to a report by Accenture on the rise of digital health, these are the key challenges to overcome:

  • 99% of respondents indicated that the development and commercialization of Digital Health solutions has accelerated in the past two years. As part of this, companies require various new and strengthened capabilities to execute their visions. 
  • Patients and health professionals need to trust that the data collected is accurate, safe, and secure for them to feel comfortable using it. 
  • Fragmented data or lack of access to data has been a barrier to development. An overarching guideline on data privacy is needed.

Leveraging Digital Solutions for Accessible Drug Delivery

In the pharmaceutical industry, the journey of medication from production facilities to patients’ hands is evolving with the integration of digital solutions. These technologies not only streamline logistics but also ensure that medications reach even the most remote and underserved areas. Let’s delve into how digital innovations are transforming drug delivery and backend channels in the pharmaceutical industry.

Digital Backend Channels and Supply Chain Management:

Pharmaceutical firms leverage digital tech for efficient backend operations. Software like SAP Integrated Business Planning and Oracle SCM Cloud enable real-time tracking, inventory management, and demand forecasting. With AI and analytics, companies adapt to market changes swiftly, ensuring timely medication delivery and optimized supply chain logistics.

Innovative Digital Drug Delivery Technologies:

  1. Controlled Monitoring Systems: Digital temperature monitoring systems provide digital temperature monitoring solutions using IoT sensors and cloud platforms, safeguarding temperature-sensitive medications during transit, ensuring compliance with regulatory standards, and minimizing product spoilage risk.
  1. Last-Mile Delivery Platforms: Zipline and Nimblr.ai, along with LogiNext, employ digital last-mile delivery solutions, using drones and AI-powered logistics to transport vital medical supplies efficiently to remote regions, improving accessibility for underserved communities.
  1. Telemedicine Integration with Prescription: Integrated telemedicine and prescription platforms, like Connect2Clinic, are rapidly growing in response to COVID-19. With telehealth claims at 38 times pre-pandemic levels, the industry is projected to hit $82 billion by 2028, with a 16.5% annual growth rate. Mantra Labs partnered with Connect2Clinic, enabling seamless coordination between healthcare providers, pharmacies, and patients. This facilitates virtual consultations and electronic prescribing, benefiting remote patients with medical advice and prescriptions without in-person visits. These platforms enhance healthcare access, medication adherence, and patient engagement through personalized care plans and reminders.
  1. Community Health Worker Apps: CommCare and mHealth empower community health workers with digital tools for medication distribution, education, and patient monitoring. Customizable modules enable tracking inventories, health assessments, and targeted interventions, extending pharmaceutical reach to remote communities, and ensuring essential medications reach those in need.

Through the strategic deployment of digital solutions in drug delivery and backend channels, pharmaceutical companies are overcoming barriers to access and revolutionizing healthcare delivery worldwide. By embracing innovation and collaboration, they are not only improving patient outcomes but also advancing toward a more equitable and inclusive healthcare system.

Personalized Medicine:

Wearable devices and mobile apps enable personalized medicine by collecting real-time health data and tailoring treatment plans to individual needs. For example, fitness trackers monitor activity and vital signs, customizing exercise and medication. Personalized medicine optimizes efficacy, minimizes adverse effects, and enhances patient satisfaction by leveraging patient-specific data.

Enhanced Patient Engagement:

Pharmaceutical firms utilize digital platforms for patient engagement, fostering support and education during treatment. Through social media, mobile apps, and online communities, patients connect, access resources, and receive professional support. Two-way communication enhances collaboration and decision-making, boosting treatment adherence, health outcomes, and consumer loyalty. Click here to know more.

Data-Driven Insights:

The abundance of healthcare data offers pharma companies unique opportunities to understand patient behavior and treatment patterns. By leveraging big data analytics and artificial intelligence, they extract actionable insights from various sources like electronic health records and clinical trials. These insights inform targeted marketing, product development, and patient support programs. However, ensuring data privacy and security is crucial, requiring robust regulatory frameworks and transparent practices in the digital era.

Challenges and Considerations:

Maximizing the benefits of digital technologies requires addressing challenges like patient data privacy and equitable access to healthcare tech. Stringent safeguards are needed to protect confidentiality and trust, alongside efforts to bridge the digital divide. Regulatory frameworks must evolve to balance innovation with patient safety and security amidst rapid advancements in digital health.

Key Considerations for Pharma Companies in Embracing Digital Innovation:

  • Prioritize patient-centricity in digital initiatives, focusing on improving patient outcomes and experiences.
  • Invest in robust data privacy and security measures to build and maintain patient trust.
  • Foster collaboration and partnerships with technology companies and healthcare providers to drive innovation and scalability.
  • Leverage analytics and AI to derive actionable insights from healthcare data and inform decision-making processes.
  • Continuously monitor and adapt to regulatory requirements and industry standards to ensure compliance and mitigate risks.

Conclusion:

The digital revolution is not just a paradigm shift but a catalyst for transformation across the pharmaceutical industry. By embracing digital technologies, pharma companies can unlock new opportunities to enhance the patient journey, improve treatment outcomes, and drive sustainable growth. However, realizing the full potential of digital health requires collaboration, innovation, and a steadfast commitment to addressing the challenges and considerations inherent in this transformative journey. As we navigate the digital frontier, the future of patient care promises to be more connected, personalized, and empowering than ever before.

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