I believe there are big benefits to knowing how to code (programing, software development). What is possible for your organization is often significantly impacted by understanding how to properly use software (and create it, coding, when needed). The lack of understanding of software is a significant problem not just for those wanting a job coding (that are available for those with the right skills) but also for those making decisions about what the organization should do.
The profound ignorance (meant not in a pejorative way but in the descriptive way) of software is a significant problem for managers today. The critical role of software in our organizations is only growing. And the importance of understanding software (which coding provides in a way no other learning does) is only increasing. My guess is a decade or two or three from now a understanding of coding will not be nearly as critical for managers. I am just guessing the nature of coding will be significantly changed and not understanding the details needed to code will not be as critical as it is today. Maybe I am wrong about the importance of understanding coding fading over time (it is more a feeling than a chain of logic I can clearly explain easily).
There are many indirect benefits of learning to code. In the same way that those with an education in engineering do very well in their careers overall, even if they take a path where they are no longer engineers a background in coding prepares you well for your career. Actually, similar to engineering, part of this effect may well be those that can graduate with an engineering degree and those that can be employed for several years as a software developer have skills and abilities that would have made them successful even if they didn’t pass through those experiences (still I think, those experiences to add to their success).
Good programmers have a strong tendency to think in ways that those interested in management improvement need (and, sadly, often lack): systems thinking, customer focus, efficiency focused [good coders often hate wasting their time and naturally despise non-value added steps], a willingness to speak up about things that need to be improved, a desire to make a difference, passion for what they do…
If you work along side good programmers these traits will be reinforced every day (this was my favorite part of my last job – working with great programmers that pursued these principles and re-enforced my doing so also). Yes there are also things you might have to temper in dealings with non-coders (being a bit kinder/less-direct about perceived failures, for example). Also some coders can be so engaged they expect an unsustainable commitment from peers (this is one of the great benefits of a good agile software development system – a focus on creating an environment for sustainable development [not expecting unreasonable effort/hours on the part of coders]).