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<p>Despite the challenge in defining productivity, there are numerous factors that affect productivity. For example, at the individual level, having the right tools can result in an order of magnitude difference in speed at accomplishing a task. One study I ran found that developers using the Eclipse IDE spent a third of their time just physically navigating between source files (<a href="#koide">Ko et al. 2005</a>). With the right navigation aids, developers could be writing code and fixing bugs 30% faster. In fact, some tools like Mylyn automatically bring relevant code to the developer rather than making them navigate to it, greatly increasing the speed which with developers can accomplish a task (<a href="#kersten">Kersten & Murphy 2006</a>). Long gone are the days when developers should be using bare command lines and text editors to write code: IDEs can and do greatly increase productivity when used and configured with speed in mind.</p>
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<p>That said, productivity is not just about individual developers. Because communication is a key part of team productivity, an individual's productivity is as much determined by their ability to collaborate and communicate with other developers. In a study spanning dozens of interviews with senior software engineers, Li et al. found that the majority of critical attributes for software engineering skill (productivity included) concerned their interpersonal skills, their communication skills, and their ability to be resourceful within their organization (<a href="#li">Li et al. 2015</a>). Similarly, LaToza et al. found that the primary bottleneck in productivity was communication with teammates, primarily because waiting for replies was slower than just looking something up (<a href="#latoza">LaToza et al. 2006</a>). Of course, looking something up has its own problems. While StackOverflow is an incredible resource for missing documentation (<a href="#mamykina">Mamykina et al. 2001</a>), it also is full of all kinds of misleading and incorrect information contributed by developers without sufficient expertise to answer questions (<a href="#barua">Barua et la. 2014</a>). Finally, because communication is such a critical part of retrieving information, adding more developers to a team has surprising effects. One study found that adding people to a team slowly enough to allow them to onboard effectively could increase reduce defects, but adding them too fast led to increases in defects (<a href="#meneely">Meneely et al. 2011</a>).</p>
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<p>That said, productivity is not just about individual developers. Because communication is a key part of team productivity, an individual's productivity is as much determined by their ability to collaborate and communicate with other developers. In a study spanning dozens of interviews with senior software engineers, Li et al. found that the majority of critical attributes for software engineering skill (productivity included) concerned their interpersonal skills, their communication skills, and their ability to be resourceful within their organization (<a href="#li">Li et al. 2015</a>). Similarly, LaToza et al. found that the primary bottleneck in productivity was communication with teammates, primarily because waiting for replies was slower than just looking something up (<a href="#latoza">LaToza et al. 2006</a>). Of course, looking something up has its own problems. While StackOverflow is an incredible resource for missing documentation (<a href="#mamykina">Mamykina et al. 2001</a>), it also is full of all kinds of misleading and incorrect information contributed by developers without sufficient expertise to answer questions (<a href="#barua">Barua et la. 2014</a>). Finally, because communication is such a critical part of retrieving information, adding more developers to a team has surprising effects. One study found that adding people to a team slowly enough to allow them to onboard effectively could reduce defects, but adding them too fast led to increases in defects (<a href="#meneely">Meneely et al. 2011</a>).</p>
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<p>Another dimension of productivity is learning. Great engineers are resourceful, quick learners (<a href="#li">Li et al. 2015</a>); new engineers must be even more resourceful, even though their instincts are often to hide their lack of expertise from exactly the people they need help from (<a href="#begel">Begel & Simon 2008</a>). Experienced developers know that learning is important and now rely heavily on social media such as Twitter to follow industry changes, build learning relationships, and discover new concepts and platforms to learn (<a href="singer">Singer et al. 2012</a>).</p>
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