Random thoughts on hockey analytics

Couple tweets I sent out a few weeks ago after Joffrey Lupul of the Toronto Maple Leafs had this to say regarding data analytics in hockey:

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Challenges Facing the Hockey Analytics Community

sunilagni's avatarHockey in Society / Hockey dans la société

Edmonton Oilers' Bill RanfordBy Sunil Agnihotri

Hockey analytics is continuing to gain prominence, both as a tool for professional teams to make on-ice decisions and for fans who want to better understand the game. The online fan community has really been the driver of hockey analytics as they seek to answer questions and contribute to the information and knowledge that surrounds the game.

But with all the great advances there have been in hockey analytics, some challenges are surfacing that could potentially slow down the online community that drives it. I’ve tried to outline the few that I’ve noticed and that other knowledge-based communities have faced. I also reached out to a few members of the online hockey analytics community and embedded their responses.

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Presentation of MACT Research at the ‘Friends of the U of A’ Annual Meeting

Enterprise Square, Edmonton

Enterprise Square, Edmonton

A group of us from the MACT program were invited as guests to attend the Friends of the University of Alberta annual general meeting on May 23rd at the Faculty Club. It was a great event that brought together the U of A Alumni group, the local business community and academic researchers. The Faculty of Extension and members of its MACT program were asked to provide a presentation showcasing their research accomplishments and the role they’ve played in the community.

Faculty of Extension Dean Katy Campbell started things off for us discussing the history of the faculty and the current research being done locally and internationally. A short video was shared with the group.

MACT Research

Dr. Ann Curry, a professor for the MACT program, then gave some background information about the program and what topics students cover. Dr. Curry currently teaches the Research Methods course for the program and has written books on censorship and intellectual freedom. More about Dr. Curry can be found at the MACT Professoriate Directory.

I then presented my research of online hockey fans and their role in the development of information regarding the game. I didn’t get into too much details about research methods, content analysis, etc, and instead talked about how fans are engaging with the game using hockey analytics. You can find my final research abstract, along with those of other MACT graduates here: MACT Student Research Project Abstracts.

Glenn Kubish then discussed his current research project examining the Stephen Duckett ‘cookie affair’. Glenn explained how the event played out from the newsroom’s point of view and in the digital world. For an excellent summary of his research, you can read “C is for Convergence!” or check out his blog.

Heather Gray discussed her current research into video conferencing and how an individuals perception of another person can change depending on how much of the person they see. Heather brought some great stats from her study that would be of interest to anyone that uses videoconferencing. You can check out her blog for more.

Teresa Sturgess then discussed her research into mobile device etiquette and the potential impact it has on businesses. Teresa’s research is an interesting one since companies are typically consumed with keeping up with mobile technology, that the personal, human impacts could be overlooked. You can check out her blog for more.

Dr. Tommy Barker, the newest professor of the MACT program, then discussed his research in risk communication with an emphasis on public health. Dr. Barker will also be teaching the Case Studies in Risk Communication course this year. More about Dr. Barker can be found at the MACT Professoriate Directory.

Thoughts

The event was a great opportunity for the MACT program to connect with the community and promote its research and accomplishments. I strongly feel the MACT program and its students will continue to play an integral role in the development of the communications and technology field. It’s especially encouraging to see past and current students using the tools and networks available to connect their work to various industries, to academic research development and to the community.

I’d like to thank the MACT Program, the Faculty of Extension, and the Alumni Association for the opportunity!

“Two Types of Fans”: Exploring the Relationship between the Edmonton Oilers and their Supporters

sunilagni's avatarHockey in Society / Hockey dans la société

By Sunil Agnihotri

As the Oilers headed into their seventh straight off-season without a playoff appearance, the Edmonton Oilers announced the replacement of General Manager Steve Tambellini with former Oilers captain and coach, Craig MacTavish. At the press conference, John MacKinnon of the Edmonton Journal pointed out that the same management team that was in place before Tambellini’s dismissal was back in charge.

“How are fans going to be reassured that the group that left the mess that Tambellini couldn’t quite clean up is now going to be cleaned up by the guys who left the mess to begin with?”

Kevin Lowe, President of Hockey Operations for the Oilers, clearly irked by this question, responded with this:

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Hockey Insiders and Social Media

sunilagni's avatarHockey in Society / Hockey dans la société

By Sunil Agnihotri

Social media has naturally integrated into professional hockey. Not only can fans use social media tools to get access to information and to connect with other fans, but they can also play a role in the development of information surrounding the game. For example, fans can get up-to-the-minute injury reports for their favorite teams, but they can also provide their own review and analysis of games and share unique content with an online fan community. Social media has allowed fans to transition from simple consumers of content to more active producers and distributors of content.

The popularity of Twitter among professional hockey is evident based on the number of accounts held by fans, players and teams. Breaking news, trade rumors, and  game analysis is regularly shared on Twitter making it a critical tool for individuals and organizations to get engaged with the game of hockey. Broadcast networks…

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Assessing the State of Hockey Analytics

sunilagni's avatarHockey in Society / Hockey dans la société

By Sunil Agnihotri

Hockey analytics is an excellent example of fans getting immersed in the game and changing the way they consume professional sports. Along with watching games, and following the narratives that surround teams and players, fans can use various software applications to apply their own ideas and models to analyze the game.

Hockey analytics is also gaining prominence among professional hockey teams to make key decisions regarding player acquisitions and team strategies. The continued growth of the MIT Sloan Sports Analytics Conference, which is attended by teams and managers from various sports, as well as academics, indicates the growing importance of data analytics in the professional sports industry.

Questions have arisen recently about why some NHL teams are not conducting any hockey analytics, as well as why some teams refuse to get into too much detail about their current analytic methods (Friedman, 2013). Questions have…

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“Fistic Ice Savvy”: An Example of Irresponsible Sports Journalism

hordichuk2After being sent to the minors by the Edmonton Oilers, Darcy Hordichuk was recently  interviewed by long time hockey writer, Jim Matheson. The article wasn’t anything unique, but one line stood out in particular.

I think the Oilers still need Hordichuk, even in limited minutes because he has fistic ice savvy, but the roster size is very limiting when they’re carrying eight D.

Fact is, Hordichuk is a 32-year old enforcer, with years of experience in the NHL and the minors. But nothing in particular sets him apart from other enforcers. His stint with the Oilers, in my opinion, hasn’t been anything to write about.

Jonathan Willis of Oilersnation provided a play by play description of every event involving Hordichuk in a recent game. Pretty much sums up his usefulness on this team. So it wasn’t surprising to see him get sent to the minors.

Matheson provides a summary of how Hordichuk is doing in the minors, which is fine. But describing him as having “fistic ice savvy” is just bad sports journalism.

For one, it’s a made-up description with a very unclear definition. At no point has Matheson clarified what “fistic ice savvy” entails or who else might have this quality.

Secondly, there’s no way to measure this. I’m not asking for detailed data metrics and methodology. But how do you know you’re fistic and have savvy? Is it when you fight? Where on the ice you fight? Who you fight?

Thirdly, and most importantly, “fistic ice savvy” is a perfect example of the misinformation that surrounds professional hockey. Rather than make a claim, explain its rationale and then provide examples, Matheson uses a vague description of Hordichuk and leaves it as is. Not even an attempt is made to support “fistic ice savvy”.

Matheson is definitely a good hockey writer, but more detailed information should be provided when making claims. More and more of his readers are knowledgable fans, and claiming Hordichuk is anything more than an enforcer is just irresponsible journalism.

Google Glass in Professional Hockey

ImageWith the recent announcement that Google will soon release its wearable, augmented reality glasses, there has been a lot of discussion about how the technology can be used.

What’s most intriguing to me is how these wearable devices can be used in professional hockey. I’ve come up with three uses.

  1. Professional hockey teams could use the device to send real-time information to players throughout the game. This could include who is on the ice with them, what play to run or where to place the puck.
  2. Coaches could use the data collected by these devices and apply them to their strategies for each game.
  3. Those outside the game, such as fans, hockey analysts, sports journalists or league officials could use the data collected to do their own analysis.

These are all just random ideas, so until the limitations of the device are shared, we can dare to dream. I’d be interested to hear what others think of using Google Glass in professional sports.

More information about Google Glass can be found here.

Fantasy Leagues as a Tool for Digital Literacy

sunilagni's avatarHockey in Society / Hockey dans la société

By Sunil Agnihotri

The amount of information available to internet users is growing exponentially every day. In every form imaginable, including text, images, audio and video, among others, users are inundated with a plethora of data, information and knowledge at an alarming rate. The technology available allows for anyone with a basic computer to make significant contributions online, resulting in new content and growing connections to evolving online communities.

Along with the growing amount of creative content and knowledge available across the internet, there is, unfortunately, a growing amount of misinformation, which can travel quickly. The onus is on the individual navigating online to decipher the good information from the bad. Individuals must also be aware of what tools are available to find the information they need and also must be willing to apply “crap detection” methods (Rheingold, 2009) to avoid misinformation.

In parallel with the growing number of content…

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“Crap Detection”: Filtering Through the Noise of Sports Journalism

sunilagni's avatarHockey in Society / Hockey dans la société

By Sunil Agnihotri

“So Nail Yakupov doesn’t do post game interviews in Ufa after another quiet game. Kid making people wonder on and off the ice.” – Terry Jones, Edmonton Sun

“It’s time for Igor Larionov to tell his client Nail Yakupov that wearing the ‘C’ means you talk. Kid needs wake-up call.” – Jim Matheson, Edmonton Journal

“First time I listened to Nail Yakupov speak at 2012 World Junior Championships, I thought he had major prima donna potential. Haven’t changed mind …” – Cam Cole, Vancouver Sun

The above tweets came from three prominent sports reporters, based in Canada, following Team Russia’s shootout win over Sweden at the semi-finals of the IIHF World Juniors Tournament in Ufa, Russia. Russian captain Nail Yakupov, the Edmonton Oilers first overall draft pick from the 2012 NHL Entry Draft, was not available to the media following the win, much to the chagrin of…

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