Thematic analysis is one of the most popular ways to analyze qualitative data—such as interview transcripts, focus groups, or open-ended survey responses. This helps you find patterns (themes) across your data and tell meaningful stories. In 2025, thematic analysis has not changed in essence, but is new AI tools and digital workflows making it faster…
Reading Time: 6 minute Federal agencies are modernizing more quickly than in recent years. Legacy systems are being replaced, more and more services are moving online, and technology is changing the way daily work is done across core mission areas. But modernization alone does not work. Institutions increasingly need to demonstrate whether digital transformation investments…
Strengths of PHP Companies Companies make technology decisions based on reliability, available talent, predictable costs, and long-term viability. PHP meets all these criteria and there is still room left. This technology continues to power much of the global web. This widespread use is not the result of pre-existing inertia, but is a clear sign that…
If you’ve ever collected survey data using likert scale (e.g., “Strongly Disagree” → “Strongly Agree”), you might be wondering: Do my questions really measure what I think? It’s here factor analysis enter. This is a statistical tool that checks whether your survey items are grouped into meaningful groups (called factor). For example, ten questions about…
In this edition, we look at the broader impact of AI in IT: supply chain shifts, increased SaaS spending, employee-led adoption, security risks, and a new focus on infrastructure. These reports highlight how organizations are adapting to a rapidly evolving landscape. And in case you missed it, we’ve released some new episodes SHI Research Details…
SensioLabs: Nicolas, a new major version of Symfony has just been released. What are the main new features of Symfony 8? Should we expect a revolution? Nicolas Greece: Not revolution, but surgical evolution. The idea behind it symphony 8 is to continue to equip developers for modern and demanding projects. We introduce three new components:…
When can respondents vote more than one answer (e.g., Facebook, Instagram, TikTok), the data doesn’t fit neatly in one column. Instead, you should do it restructuring, coding, and summarizing correctly to gain meaningful insights. Here’s how to do it. Step 1: Enter and Code Data There are two common ways to set up multiple response…
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Reading Time: 2 minute When was the last time your team stopped to perform a network architecture review? Network architectures often evolve under competing internal pressures. Network teams focus on maintaining uptime, resolving incidents, and meeting immediate operational demands. Meanwhile, business leaders are planning for growth, digital transformation and long-term resilience. These two efforts are…
Developer Experience, often shortened to DX, describes the overall quality of the environment, tools, workflows, and cultural practices that shape the way developers build software. This includes everything a developer touches, from local setup and documentation to automation, testing, AI-assisted tools, and collaboration processes. Strong DX removes friction, clarifies expectations, and empowers developers to focus…
