Why football doesn’t play moneyball (yet) – Sports, Data, and Journalism conference in Zurich

robby_klein(This is one corner of my poster!)

 

What’s better than going to Zurich? Going to Zurich for a conference! On the 25th of October, I attended the “Sports, Data, and Journalism” conference at the University of Zurich, hosted by the Center for Research in Sports Administration (CRSA). The conference had a unique makeup of attendees, not only because of the diversity of disciplines represented, ranging from economists to historians, but also because data journalists were invited to present their projects. This meant that one could not only listen to a scientific talk on, say, the impact of data on professional sports, but also learn how newspapers present their sports stories with data. One story for example showcased the career of tennis star Roger Federer, taking his matches apart, from the number of backhand shots to which floor he played on.

I presented a poster on automation in German sports newsrooms, an ongoing project of mine. I was glad that the topic was met with interest, not only from fellow academics, but also from national and international sports organisations. Let’s see whether they will think about introducing automation in their own press offices!

The conference programme was also unique in the way that also workshops on data analysis software could be attended. Thus, I listened to an introduction to Python, and I’m sure I will make use of this coding language a lot more in the future. I would wish for more conferences to offer such an opportunity; it’s an easy way to learn more about what is out there in data analysis, what might be more suitable to the treatment of data than the software we use now in the social sciences.

The keynote was a personal highlight for me, as it was by given by Chris Anderson, author, with Dave Stares, of “The Numbers Game –Why Everything You Know About Football is Wrong”. I definitely recommend that book, to football fans as well as people interested in statistics. Where else would someone actually prove why the inferior teams win more often than they should? Chris Anderson told about his personal journey writing the book, and explained what is means to manage a lower league football club with no money. To make a long story short: don’t do it! The explanation lies in the following: football doesn’t play moneyball. What does that mean? Well, reading Michael Lewis‘ “Moneyball: The Art of Winning an Unfair Game” is a good start (or the movie of the same name, starring Brad Pitt), as it tells how Billy Beane, a baseball general manager in the US, put together a team based on their individual statistics (and thus strengths) – and won many games with that strategy. That sound like the ultimate dream, but is unlikely to work for football yet; first of all, baseball has many more games in a season and thus many more chances to try things out, and second, there is no ghost of relegation…

All in all, it was a great conference, and I hope that there will be more that mix academia and practice in such an intriguing way.

Advertisements

Welcome to Zlatan’s home – European Sports Management Conference 2018 in Malmö

easm2018(That’s me!)

 

Presentations, discussion, and drinks – this is (or almost was) my September. Conference season is the best time of the year, and from September 5th to 8th I found my way to Malmö, Sweden, to attend the European Sports Management Conference, lovingly called “EASM” (which sounds a lot like ‘Eeee-sum’). This was my first time attending a conference with solely sports management folks, for whom the effects of the media only play a small role in their overall discipline.

Anyway, I’ve heard many interesting talks, and also gave my own, called “The Footy Girls of Tumblr – How Women Communicate in the Online Football Fandom. Insights from The US, The UK, and Germany”. I talked about how the social network platform Tumblr is a “safe space” for young female football fans [to my American friends: of course, I’m talking about real football], who talk among themselves, without men or boys interfering. “Interfering” sounds harsh, but as research found, the discourse of sports being a male domain is replicated online, and women find themselves marginalised in it (see what Hardin, Zhong and Corrigan 2011 have to say). So, Tumblr is a space to live the football fandom in more than one way, e.g. by liveblogging during matches, by creating art featuring football players and team, or by discussing information that the media picks up on late or never. Of course, the Tumblr football fandom also has its challenges, like over the top rivalries between teams and their fans, but, all in all, it has proven to be a valuable place to hang out for my interviewees. Oh, and I had to change my subtitle – in the end, I interviewed Tumblr users from ten countries, and not three… I’m happy that my presentation was received well, and that I could show people that there is indeed a very active female football fandom – it simply likes to stay out of the spotlight.

As the conference was quite big, with almost 500 attendees, I heard so many different talks that’s it’s hard to remember them all. Especially since the management people are quite efficient – there was scheduled time between individual presentations in a session to switch rooms! I’ve never seen this before, as I am only familiar with the ‘you choose your session, you stick with all presentations in it’ rule. So, I moved quite often between presentations, meaning I could this get a very wide view of what research in sports management deals with. And a few works could definitely benefit from a media perspective…!

Malmö was nice, too, and it was good to know that one could book the ‘Zlatan suite’ at the conference hotel, with big pictures of him on the walls and everything. Why not! In sum, I met many great people, and I’m sure to work with some of them for one project or the other.

ICA 2017 – It never rains in Southern California

ica17_panel(This was the panel I was on for the personalisation talk during the main conference – from left to right: Folker Hanusch, Chris Peters (our chair), Sarah Ganter, me, Ruth Palmer, Jacob Nelson; my photo)


… and that was another great conference that I had the opportunity to attend: ICA 2017. For the uninitiated: the “ICA” is the annual conference of the International Communication Association, and the biggest conference in the field of communication science. Around 3000 delegates attend each year, and in 2017, the organisers counted 3,367 people wandering the halls of the conference hotel.  With these large numbers of people and talks, one always has to choose where to go and what to see – there are usually around ten parallel tracks for each time slot. For anyone who wants to get a taste of how hard it is to figure out a personal timetable for these four days, here is a link to the full programme of this year’s conference. This ICA took place in San Diego, USA, from 25th to 29th of May – and it actually rained while I was there, even though it was just a drizzle. Apart from that, San Diego is quite a nice city, and I definitely enjoyed a walk or two through town.

But on to the conference itself – I was involved in three talks, one at a preconference, and two during the main conference. Yes, ICA itself is not enough, and there were also pre-conferences which took place the day before the main conference began. I took part in “Distribution Matters: Media Circulation in Civic Life and Popular Culture”, which featured a very diverse audience, all of them working somehow on “media distribution”. I talked about how the use of algorithms on news websites affect the relationship of media outlets and readers, and other panelists took other routes, such as talking about how cable TV took over Manhattan, or how film festivals distribute their media. The full programme of this preconference can be found here, and as an extra treat I can say that the audio of some presentations (mine included) is online here. My thanks go out to the organisers Josh Braun, Roman Labato, and Amanda Lotz – it was a great day!

ICA started fully the next day, with the other two talks scheduled back to back in the morning. Phew! Neil talked about our study on the perception of journalists on automated journalism (I wrote more about that a while ago here (in German)), and I gave the presentation on our longitudinal study on personalisation of content on news outlets’ websites. I was on a great panel with Folker Hanusch and Edson Tandoc, Jacob Nelson, Sarah Ganter, and Ruth Palmer. Also, the panel drew quite the audience, as can be seen in our session chair’s tweet. Thanks for the photo, Chris!

Apart from my own talks, I learned about other types of automated journalism, digital election campaigns, and US college sports – and a lot more. As I already said – so much to do! And, of course, so many people to see! As ICA is the biggest conference in the field, I saw quite a few friends, and also made new ones, as it should be.

So, ICA is over, the next one will be a lot closer to home – I’m looking forward to Prague!

Attention! “How websites help MEPs to reconnect with citizens”

stapel_uk_klein(Photo by me)


Just a short announcement: I wrote a post for the Political Insight weblog of the Political Studies Association of the United Kingdom! It’s – of course – about my research, more specifically on how MEPs use their websites to address (linguistic) diversity in the EU as well as transparency issues.

CLICK HERE FOR THE BLOG POST!

#GOR15 – Internet researchers unite!

gor15Klein(Photo by me)

 

Last week I went to a great conference – the General Online Research Conference (GOR) in Cologne. This has already been my 3rd GOR (in 2012 I won the thesis competition for the best master’s thesis, of which I’m still quite proud), and it has always been great – this GOR was no exception. Well-organised, and a lot of panels I wanted (and did) attend. For everyone who has never heard of this conference; the GOR is a yearly event which brings together theory and practice, mostly via companies presenting how they use the internet for their products. However, science does not play second fiddle to all these marketing and survey companies, and nicely frames all the practical applications.  Four streams made up the programme, namely “Online Research Methodology and Internet Surveys”, “Internet and Society”, “Social Media Research”, and “Applied Online Research”.

I mainly attended the panels in the stream “Internet and Society”, in which mostly social scientists presented their research. I heard about World of Warcraft and addiction to the internet, internet skills of the elderly (thank you, Eszter Hargittai!), citizen science in which citizens add to science with their own data collections, and eye-tracking systems for assessing online preferences – and this is only a fraction of everything. As implied in the name of the conference, all kinds of internet research are welcome, and the programme showed how diverse this field is. Internet research is not just social science, or information science, but finds entry in many disciplines. Not only the presentations showed interesting approaches and results, but there was also a poster session, which is always a nice opportunity to talk about research in depth. I learned something about conference tweets (thanks, Isabella Peters!) and using YouGov panels for getting to know opinions on new topics like the perception of Ebola.

Moreover, there were two excellent keynotes. First, Jon Puleston from Lightspeed GMI talked about how a ‘good’ survey should look like, meaning a survey which is completed by a high percentage of people and yields valuable results. He suggested inserting playful elements, and a kind of ‘gamification’ of the whole process – by using pictures instead of mere text, sliders instead of 1-to-5 scales for measuring preferences like “I fully agree”, and telling a story instead of just asking questions. I think that this advice is mostly interesting for marketing efforts, however, social scientists can learn a lot from this. The second keynote was given by Suzy Moat from the University of Warwick, and she was telling the audience about the possibilities of using “big data” for predicting the stock market, and how FlickR metadata from the photographs uploaded can tell things about a region or country.

Of course, I also gave a presentation. I told my audience about my research, and how parliamentarians use information and transparency measures on their personal websites. I was not only happy about how well the presentation went (phew!), but also about the great questions (especially thanks to Dominic Nyhuis, who also gave a very interesting presentation on using vote advice applications for assessing political preferences)– it’s always good to hear what can be done next, and there is definitely a lot to do in my post-doc phase… well, all in all, I attended as many sessions as possible, met great people, and already wait for the call for GOR16!


gor15-2klein(Photo by me)

_____________________________________________________________________________________________________

Like Ice in The Sunshine … and lots of stuff to write.

german_smallClick here for the German version!

summer_klein(My photograph)

 

It’s 30 °C outside – however, the PhD thesis is alive and kicking, even though its author (me) is hardly moving when it’s that warm outside. Well, writing up goes well and because I received my certificate for the teaching module “Writing and Teaching” the other day, I’d like to give some advice for everyone who also has to get something down on paper during these summer days. It’s not only PhD theses that want to get their word count, up, there are also essays and so on…

Write every day

Why should one do that? That’s easy, and there are several reasons why this helps. First of all, there is progress every single day. More and more words get written, the word document adds one page after another, and at the end of a working day, the next steps towards the goal – a finished essay, for example – are taken. That’s a neat psychological trick. Even though there might not be thousands of words written in one day, there is indeed progress. Second, a habit is formed, slowly but surely. The first few days may be hard and frustrating, however, the writing phase will make its way into the daily routine and will then be an easier task. For people who love planning, I recommend to set a word count for each day that has to be and can actually be (!) reached. Of course, sticking to this word count is not always possible, however, when the task is done, one can (and should!) call it a day.

Write what you like the most

Well, everyone is familiar with the following situation: there are chapters and paragraphs one just doesn’t like, doesn’t want to write, doesn’t want to anything, however, things have to be done. One cannot avoid the theoretical background or the methodology section forever.
But one can today.
I’m not usually the one advertising procrastination, however, summer heat is an exception to the rule. It’s hard to focus on writing as it is, and so I’m lenient just this once. Also, writing is still done – just not the hard parts. After all, who says that research papers or essays have to be written in chronological order?* I think that if you know what you want to write about, if you know your theories and the like, you may let it be or just take a few notes, and go on to what you really want to get down on paper. Life’s (close to) a picnic this time. One can always get back to these parts later on, when the “fun” parts are done.

Write, write and unblock your head

Alright, life’s not always a picnic, even if there are nice parts to be written. One gets stuck, ideas vanish into thin air, book titles follow suit and are just gone. Everything’s gone. What now? First of all, take three steps back, then take a deep breath. And then go on – with a mind map, for example. Mind maps are a great way to get one’s thoughts back in focus, and maybe even give a slightly ordered picture if one desires to classify thoughts in such mind map. Ideas and thoughts will come back, they just need a bit of help and time. Freewriting does also help – one way is to sit down and write relentlessly for three minutes straight. Whatever comes to mind, put it down, and just don’t let the pen leave the paper (or the fingers the keyboard). Even thoughts that do not belong to the task at all – “I’d love to be outside, I’d like to buy some ice cream” – should be written down. Because with this, the brain eventually restarts. One is sitting there, writing and writing, and after a while, it’s not hard to switch to the actual task because of the already established writing flow. Sometimes it’s quite useful to fool oneself.
However, just a little piece of advice so that thoughts and ideas might not get lost in the first place or are easier to find later on: write ideas down when they come, and the case of book titles, just take a picture of the cover with a mobile phone. The mobile phone are around anyway, so one can put them to a good use, eh? By the way, there are also apps for note taking, so there is not even need for pen and paper.

Things still won’t work!

Okay. No worries – leave the library and get some ice cream. Paying a visit to the outdoor pool sound great? Go for it. I’m repeating myself, but here it comes: breaks are crucial, especially when it’s hot outside. And even more so if one is not used to temperatures like this; I am definitely not since drizzle constitutes nice weather where I’m from. So, if you have to work in this heat, don’t forget to relax every once in a while. Everything’s better after ice cream and iced tea.

After all, it’s like this when there are lots of words to be written: don’t get it right, get it written! Revision comes afterwards, but there no revision without anything to edit.

So here we go – good luck with your essays, dissertations and so on!

 

* Just one footnote: I recommend to write the introduction first. I do know that the introduction is the chapter that many people write last. However, I think that knowing what one wants to do and using the introduction as a guideline for not getting lost in details is valuable. But that’s just me, and I’m a top-down writer. Just do it the way you like and that is successful for you, however, I recommend to be aware of what other tactics are out there.

___________________________________________________________________________

Come on, let’s write a PhD thesis!

writingup_klein(My photo)

 

So, I’m in the writing-up phase of my thesis. What does this mean? To me, quite a lot, and here’s a bit advice on what works (and has worked on other occasions) to get on with it. Of course, this advice does not apply to everyone, but I guess there could be a few pointers in here for some people. Also, it’s not rocket science – or is it? There’s noone who has found the formula to writing as of yet. Quite on the contrary, there are many, many guides on writing out there, and more than once I rolled my eyes at things that would never apply to my personal working style. So, here’s what works for me to get my words on paper:


Open your eyes to the facts

… and make plans and outlines. I know that this a very top-down approach to writing, with content being actively controlled from a structured point of view, but let me explain. I always need to know where I stand, and I find that keeping my eyes closed to the facts never helps in any way. So, from time to time, I like to take stock of my own work and put everything in a straight outline, or as you might have it, a “storyline”. This storyline, of course, needs to correspond with my research question which guides the plot of the article or thesis chapter. I like to work with the contents table feature in Microsoft Word because it gives me a quick overview of how the argument flows, but other methods will work just as well. It might (and probably will) take a few tries to get the story right, and of course, it might change in details during the course of writing. But all in all, it makes sure I keep on track while filling the space under the headings. In the end, these outlines benefit my writing in a great way, and sometimes it feels just like I only have to fill the blanks. Also, and as an added perk, my supervisors like these outlines since they give them a quick and dense overview over my work, too.

Write regularly

Putting off writing is never helpful, and thus… I make a plan. You might’ve already guessed it, I’m a big fan of plans and to-do lists. So, I make plans for my chapters or sections, setting out how many words or pages I want to get down in print in one day. The next step is not only setting these goals, but also assigning certain routines to them – like writing every day in the afternoon, whatever works best. It doesn’t matter when I write, I just does that I do it regularly in order to develop a habit. This is hard at first since I’m not used to this new chunk of writing in my timetable, but after a few days it’s already a given in my day. I found this worked perfectly with coding data – I had to code a whole lot, and putting it off, sadly, did not diminish the work. So I decided to code a certain amount every day, and after a very hard first week, I knew how long it would take me approximately per piece and I had the routine down. Routine – that’s the term here. Write regularly to get into a habit, and the piece of writing will grow every day.

Always keep in mind: It’s a marathon, not a sprint

However, be reasonable with the goals. Writing is hard work, and I can’t cram 5.000 words in a single day, at least not as a set task. No, I kept myself at a minimum of 1.500 words a day, and even though this isn’t that much, the thesis grows every day, step by step. Every day that’s pencilled in my calendar, that is – and these are only five days a week, and not more. Why? I made the experience during coding that working every day of the week with a high goal is not healthy, especially if you are bound to fail when it comes to keeping it. Life often comes in the way – either with bad things like illness, and even common colds keep you off work, or good things like meeting with friends or days out which everyone needs every once in a while. So, while I got on with my work with these seven days a week goals and did not lose much time, it was exhausting and took most of the fun out of my work. And fun, that’s what a marathon has to be in order to get to the finish line! Reasonable goals are everything, and a habit still develops even when not sitting on your desk 24/7.



All in all, these are the things that keep me going: good planning and structuring, writing regularly as well as setting reasonable goals. However, I would advice everyone to try out for themselves what works best. Just because I am a “list-everything person”, not everyone is. By the way, there’s some literature out there that can help a great deal – in fact, I would like to recommend Joan Bolker’s “Writing Your Dissertation in Fifteen Minutes a Day” (1998). Even though it is quite old, discussing whether one should use a computer for the thesis or not, Joan Bolker’s advice on writing as well as just getting on with it is still very valuable. Even though the ‘fifteen minutes a day’ is not really what happens after reading this book, one can take away lot while being guided through the book by Joan Bolker in a reassuring voice. Of course, there is a lot more out there, but since this book is tailored specifically for PhD students, it is worth a look. After all, learning by doing is always best in this case.


P.S. Also, when everything fails, I just sit down and watch an episode or two of ABC’s Castle. Richard Castle, the crime novelist, always creates the best storylines out of seemingly unsolvable murder cases at hand, and when I get up and back to work, I’m always excited to get my own loose “storylines” in order. So, this is recreation time well spent.

 

_____________________________________________________________________________________________________

How your work can be just like a TV pilot

pilot_klein(Photo by me)

 

What happened?

I watched TV. ‘Big deal’, you might think, but for me, this was quite enlightening. But one step back, and I’m going to tell you more. When I feel like nothing I write for my thesis works anymore, I tend to resort to watching DVDs of my favourite TV series. And I get sad when they’re over, so I often resort to the bonus features, which, quite often, come with the rejected pilot of the series. What’s a pilot? It’s a like a test episode of a new series, where the main concepts and characters are shown, and it is generally tested whether these might carry a whole series.

And this is where this gets interesting.

What do I think about this?

Do you know that the big networks often reject TV pilots? Well, rejected is not the right term, as the producers often get a second chance to make it better. A process which is not unlike the interaction between a professor, a PhD supervisor even, who listens to the ideas of their student, might endorse some and reject other, but in the end, who helps to make the PhD student’s work better. I as the student might think that my ideas are great, that they don’t need any polishing, but, oh boy, they always do.

Just like these pilots. As mentioned before, I love watching them, just to compare them with the final product. And I always find that they are very rough around the edges, that certain storylines do not work, that the characters are not as refined as they should be, that some scenes appear to be out of order.

And when I sat there, shaking my head at quite a few of these things while watching the pilot of a series I love, it hit me – it’s just the same with my PhD thesis. I do not write a perfect piece with my first try on spelling my ideas out on paper, not even my first draft is perfect, never. My chapters may appear not as organized as they could be, and it took quite some time to pin down the “story” of my PhD thesis so that it is not only appealing to me, but also to others. Thank God there was my supervisor, being my ‘network’, and talking with me about all this.

I do embrace my ‘pilots’, my very first work, getting it all out. But, whenever I hand something in, present my ideas or preliminary results, I am very grateful for critique, for anyone trying to get my thesis better, for getting a better angle out of my storyline, or my work overall. Yes, that’s the same in television and for PhD theses – you have to have a storyline, and it has to be consistent. The great ideas might all be there, they probably are, but they have to be presented in a way that your viewers, sorry, your thesis committee or anyone else reading your work will get the most out of it. But that’s another story, and reading over this again, the last comment should probably not be here – too bad, even final products do have glitches.

Conclusions

So, all in all, procrastinating can be quite valuable. So, whenever I get anxious about my work, about my first draft and how I did not pin down exactly what I wanted to say, I’m grateful there is the ‘network ‘ in the background, my supervisors, critiquing my work, and helping me see what’s already there. Meaning, it’s not bad if people critique your work – it was only your first try. On to the final product then, right?

_____________________________________________________________________________________________________

But, journals are for girls! – A case for research journals

german_smallFür die deutsche Fassung bitte hier klicken!

researchjournal_klein(Photo by me – here they are, my research journals!)

 

What happened?

… maybe journals are mostly for girls, who knows. But they are also for researchers. Journals in general are pretty handy little things: they keep your thoughts safe, and when you look back, they might contain very valuable information. So, just as a diary that serves as a reminder of what one did on a particular day, a research journal does quite the same. However, they seem to be quite rarely used, at least by the people around me. This should change!

First of all, what is a research journal? As already said, it is a journal that very much works like a diary, just for academic work. In a research journal one notes down thoughts on the research process, like on the topic, hypotheses, literature, possible interpretations, you name it. A waste of time, I hear? No, not all.

What do I think about this?

So, why do I think that a research journal is the essential tool in academia? Let’s cover the obvious first:

* Keeping stuff in order – first of all, everything is kept in a journal, which implies some kind of a bound notebook. In my opinion, scattered loose-leaf collections do not count as research journals since they are rarely put away in a fashion in that one can access what’s written on them quickly. And for me, time is crucial when it comes to finding and using my notes. Apart from that, if everything is kept in one place – whether in a notebook or in a folder  – things do not tend to get lost as quickly as they would otherwise.

* Keeping thoughts safe – related to the first point, but not quite the same. While going through a few things of my first year as a PhD, I found many, many notes scribbled on journal articles, worksheets, to-do-lists and so on and so forth. Many notes which would be lost if I did not decide at that very moment to transfer the most valuable ones into a notebook. Some of these scribbled notes helped me a great deal, over a year later that I wrote them! So, keeping things in one place helps not to forget what might be valuable information in the future.

* A nice memory and encouragement – okay, probably just me being girly here, but I like to look at old stuff. Also, it helps me to pick myself up at times when I think I did not achieve anything in months – not true. It’s all in the journal. Some days were slower than others, but all in all, I did achieve at least something and got nearer to my goal. So, a research journal can also help to get motivated!

Conclusions

So, all in all, just keeping a research journal can help the research process a great deal, especially when one is working on a single project for years, like a PhD. But I also think that keeping such a journal is very valuable when writing a bachelor’s or master’s dissertation. Even though the time frame is considerably shorter, gathering ideas and literature can be quite daunting. So, noting thoughts can be of great help when trying to figure out a topic or just checking which books were already read.

My experience with keeping a research journal is great. So, get one, too!

_____________________________________________________________________________________________________