Showing posts with label science. Show all posts
Showing posts with label science. Show all posts

Tuesday, February 26, 2019

Tips for being a more effective scientist



After 13 years as some form of scientist at The Nature Conservancy (TNC), I’ve learned a lot. Here are a few of my top lessons learned that are easy to miss when you’re focused on your core responsibilities. There are many ways to be a successful applied scientist; please share your own advice in the comments about what you have learned that I left out. Also, I recognize that these all take time and can add work. So don't be afraid to say no to requests to free up time to do things like this that you may not get asked to do! 

1. Always make time to learn
Knowledge is the primary currency of scientists. If you don’t make time for learning, you’re withdrawing on an account that won’t replenish. Dedicating even a small amount of time to learning is essential to staying effective. I spend ~1-2% of my time reading scientific literature: enough to get through several papers each month and summarize them. I also spend a few percent working on diversity & inclusion issues at TNC, which has helped me learn on completely different topics. Hate reading papers? Call trusted colleagues to pick their brains, attend a webinar, or take a training on something you’re bad at. I was terrible at written and spoken communications, as well as conflict management, when I started at TNC. I’ve improved a lot by putting in effort. Don’t have time? Read papers on planes, trains, and buses (I do this on a tablet synced to Box), while eating breakfast, or when you need a break from email and talking to people. Pick a couple of your least productive standing meetings, switch from 60 to 30 minutes (or cancel), and use the time saved for learning.

      2. Don’t be afraid to speak up for science and rigor
Scientists need to advocate for the use of evidence in making decisions. That can at times mean pushing for measures, providing internal critique and suggestions to statements by colleagues who aren’t as current with the science, and in general helping to ensure your organization is well aligned with good science. That can be uncomfortable, and many of us are reluctant to speak up. But I find that most of the time, when I raise concerns thoughtfully and back them up with science, people I work with have appreciated it (even when I disagree with them). I’ve even had senior managers complain to me that people are too reluctant to push back on them sometimes!

      3. Step up to solve problems when you can
You likely sometimes run into a problem that you know has a relatively simple fix but which is not your job. Consider stepping up to fix it anyway. There have been several times when I’ve been annoyed by (and affected by) a problem and realized that I could make a big dent in it with just a few days of work. People see this as leadership, and it pays off. Examples could include working with a colleague in IT to rapidly put together a simple information system or web page; helping to organize or connect scientists on a topic who are currently not talking to each other; engaging with Employee Resource Groups on projects to improve diversity, equity or inclusion; or doing whatever else inspires you. Always thank the people who go out of their way to help you on these projects – a little recognition and appreciation goes a long way.

      4. Network (internally and externally)
At a big NGO like TNC, there are guaranteed to be several staff who can help you learn and grow in your job (as well as be fun to work with). But, especially for field scientists, it can be hard to connect with others. Find out who works on your topic in other programs, and build a network of people you can ask to collaborate on papers, review your work, help brainstorm, etc. You can do it via Connect or Workplace, or via email and phone. 

This applies outside of your organization too, especially if you’re at a smaller one. Mentoring students at universities (e.g. via NatureNet) is one great way to do this – you build connections with both the student and their academic mentor. I’ve also found that authors of scientific papers are almost always thrilled to be contacted with questions or feedback. I also have a policy of making time (15-30 minutes) for anyone who wants to connect with me; you never know how you can help them and vice versa. That includes folks in non-scientific roles (e.g. admin or operations) – they play a critical role in getting things done and are sometimes brushed off by busy scientists when they have questions. It also means being an ally for people who need it. Finally, look for ways to get to know decision-makers! Sometimes I’ve been invited to a non-scientific event to represent TNC, gone resentfully, and walked away with invaluable contacts I didn’t expect.

      5. Learn your biases and reflect on them often
We all have bias and a perspective that informs how we do science. Many of us have strong opinions backed up by considerable reading and thought, so it can be hard to acknowledge that we almost always have bias, and that there’s a lot we don’t know. Pretending you can 'cure' bias means you'll likely be blind to it - focus on understanding it and mitigating it instead. 

I try very hard to follow advice from Ray Bradbury, which is that whenever I notice myself having an emotional reaction to something I’m reading, I pause and think about why I’m reacting. For example, if I’m reading a paper that contradicts what I think I know, I work extra hard to ask “How could this be right? What assumptions am I making? How could I reconcile conflicts between this information and other information I have?” Sometimes careful science lands you in the same place as your gut. But take the time to be sure, and disclose your leanings to colleagues so they can help to bring other perspectives that balance yours. 

Talk to people in other scientific camps, and listen to them in order to gather data, understand, and reflect (not to win an argument). Seek collaborators who disagree with you. This also includes listening to non-scientists who push back on recommendations by scientists about how much time and data we need to answer a challenging question! Most scientists prefer to answer questions with “it depends,” and sometimes we need to be pushed to provide actionable information or risk missing a chance to impact a decision.

      6. Pay attention to your colleagues’ style
While it’s obvious, the fact that others think and feel very differently from you is surprisingly non-intuitive to me. I remember working with a colleague years ago who was consistently making mistakes on a process, and I added more and more detail to the guidance to try and fix it. But for him (and many others), as guidance gets longer, they read less of it. I had to understand his style and adjust accordingly. Similarly, I like to resolve issues through rapid back and forth discussion, but others don’t think that way, and instead need materials in advance and then time to think before responding. The “interaction styles” training is very helpful for this, as is the Enneagram. Learning the styles of some key colleagues who I don’t intuitively understand has been critical for me to build relationships and work effectively. 

One final note - I found the photo in this post hilarious and used it for years at work (it was taken mid-dance at my wedding). But I learned that a couple of colleagues took it as a lack of seriousness or credibility, and once I learned it undermined my work with some people, I changed it. So pay attention to how some of your non-work choices impact your work, and reflect on when to bend (e.g. pick a more professional photo or username), and when to stick to your guns (I still haven't cut my hair).

Friday, March 16, 2018

Tips for helping people to find your journal articles (and be able to read them)

After years of working on a project and getting it accepted for publication at a journal, it can be heartbreaking when no one reads it.

The two biggest barriers are usually: finding out about it, and having it behind a paywall. Since open-source publishing usually costs extra, I don't always have funding to do it. But here are tips on overcoming both barriers.

Helping people discover that your article exists:
People mostly find my research either through Google Scholar or Researchgate, although occasionally ORCID brings people in. Researchgate is easy to edit manually to add entries (but don't upload the full-text there publicly, see the section below for important legal considerations), and both ORCID and Google Scholar do a good job pulling articles directly from the journals (usually within a few weeks of publication). However! If ORCID or Google Scholar is missing any of your research you think should be listed, you can manually add entries there too (in Google go to your profile and hit the gray + above the list of articles, in ORCID hit "+ add works"). Note that blogs and other non-peer-reviewed sources will show up in Google Scholar if someone cites the source.

That helps scientists find your articles. But for anything you really hope will have an impact, sit down and make a communications plan, ideally when you're first designing the research in conjunction with key stakeholders and communications experts. Who do you hope will read the article, and what do you hope they will do as a result? Once you have your key audiences, consider whether writing a blog or two would help get people get interested (and get clear on the point of the paper), and enlist help in getting the message to the right people. The reason doing this early is so important is that you may actually write a different paper once you know what your intended audience currently thinks and cares about, and what may motivate them to take action.

OK, hopefully you've verified your research is all discoverable, but what if people want to actually read it? Most journals don't let you share the final version of the article at all (unless it's open-source), and they also don't let you host even a submitted / pre-formatted version on Researchgate. So here's the two-part trick I use:

Helping people access your article:
First, get a personal web site of some kind (there are plenty of free options, but it's important it's a personal site and not a repository like researchgate; I use freeshell.org which is crusty but very cheap - $36 for life).

Next, double-check the legal agreement for any publishers you want to share your content from (this is critical: this blog is not legal advice or a substitute for doing your homework on licensing for your articles). Most publishers grant permission to share a "submitted" version of the article on the author's personal web site (but nowhere else), and the ones that don't (or have an embargo) often grant it upon request (this just happened with me and Cambridge University Press). This is often called "self-archiving" or "green open access". So once you have verified permission, upload the files to your web site.

Then set up a "publications" page on your web site, which will help Google discover it. Google has instructions on how to do this and I have an example you can copy if desired here: http://fish.freeshell.org/publications.html
Usually once I add the entry to this page linking to the new pdf, Google Scholar finds it within about 3 weeks. The main thing is naming the web page "publications.html" and linking to the PDF via the article title.

Finally, people often request papers via Researchgate even though the PDF is already discoverable via Google Scholar. This is annoying since you usually can't legally host your paper there. But what you can do is create a redirect document in Word and save to pdf, and host that redirect document in Researchgate (e.g. see this example I made). That way it shows up as 'full text available' and people click through to the paper.

Of course, none of this ensures that your paper will be clearly written and compelling, but hopefully you're all over that, right?

Tuesday, May 24, 2016

New massive database of peer-reviewed science publications from The Nature Conservancy

I forgot to link to a post I put up in February about a new resource I worked on pulling together. We now have over 2,000 peer-reviewed articles and book chapters written by staff at The Nature Conservancy in a fully searchable database!

You can read more about it on Cool Green Science:
The Nature Conservancy’s Massive New Science Article Database (blog post)

or jump right in and start searching here:
 http://bit.ly/TNC_articles


Reading Room, Jefferson Building, Library of Congress. Photo © Matthew and Heather/Flickr through a Creative Commons licens