Junk Science Week: Little data on big media – Financial Post
According to the newly released Heritage Committee report on Canadian media, we are a nation smothered under the power of excess media concentration. The data available on this subject indicates that media concentration is increasing in Canada to the point where Canada has the highest vertical and horizontal media concentration in the world.
Wow. Thats terrible. Theres nothing worse in liberal economic circles than corporate concentration, unless the concentration is in the hands of government. Then its okay, even desirable. In this case, the committee is zeroing in on alleged concentration of private industry control over the telecommunications, broadcasting, social media, web browsers, wireless, desktop operating systems, newspapers, pay TV, etc.
The committee says it has the data to prove that Canada is under the heels of the most concentrated media structure in the world. If it has the data, then it must be fact, right? Unless, of course, the data is a little shaky as is often the case in the area of economics and law that covers anti-trust, monopolies, competition enforcement, market power, industrial structures, control and concentration and other bogeys of the alt-left.
So what is this data and how did the (Liberal majority) politicians on the Heritage Committee come up with its alarming conclusion? It gets complicated. Some math is involved, along with a lot of massaging and manipulation of media ownership and market share numbers.
The supplier of the data, it turns out, was Dwayne Winseck, director of the Canadian Media Concentration Research Project at Carleton Universitys School of Journalism and Communications. The institutes name sort of gives away its lack of objectivity and Winseck has been cranking out claims of media concentration for many years.
For the committee, Winseck employed a basic data head-spinner called the Herfindahl-Hirschman Index. It was developed by U.S. researchers more than 60 years ago and adopted by U.S. Justice Department anti-trust enforcers.
Heres the basic math exercise: To determine market concentration, begin with a list of all the firms in the business and their market shares. Lets say there are four firms supplying widgets: Firm One has 40 per cent of the market, Firm Two has 30 per cent, Firm Three 20 and Firm Four 10.
From this data, the Herfindahl-Hirschman Index of industry concentration (widely known as the HHI) calculates the square of each firms market share. Firm Ones data point then becomes 1,600, while the square of each of the others is 900, 400 and 100 respectively. The total, 3,000, is the HHI for the widget industry.
Under HHI theory, if the total of the squares of the market share in an industry exceeds 2,500, then it is already excessively concentrated, even oligopolistic.
Whether this makes any sense or not has been hard to discern from the economic literature. There are dozens of YouTube videos on how to calculate the Herfindahl index, but none that explains why it matters.
The foundational point appears to be the old perfect competition myth of corporate organization. If there are 10 firms in the market, then the market is perfectly competitive. Ten times 10, 10 times, equals a 1,000 HHI score, perfect competition. If theres only one firm with 100 per cent of the market, the HHI is 10,000, monopoly.
If this strikes you as the mathematical flapdoodle that it is, never mind, because it gets more complicated. A key to the Herfindahl index is determining the market thats being measured and squared. In Winsecks analysis, cited by the Heritage Committee, the definition of markets are narrowed down to the point where just about every nook and cranny of the media world is a self-contained concentrated market. When it comes to todays media industries, that approach makes no sense.
For example, Winseck runs an HHI on Social Network Sites and comes up with a score of 2,762, thereby creating the idea that Twitter, Facebook and a few other sites are standalone examples of highly concentrated media. Separate HHI calculations are done on broadcast television, mobile web browsers, pay and specialty TV channels, newspapers, mobile wireless, desktop operating systems, and many more. All but a few (magazines, radio) hit HHI scores of below 2,100 (moderately concentrated) while most top 2,500 and up to 8,300 (highly concentrated).
But breaking off each little segment and sub-segment of todays media industries makes no sense. Many of these isolated industries are part of vicious inter-industry and inter-market competition. Consumers are constantly shifting from one medium to another, one technology to another, from YouTube videos to magazine sites to print newspapers to radio to cable channels to Netflix to Twitter to wireless videos its an endless and giant smorgasbord of content and technology.
In a 2014 law review paper, California attorney Toby Roberts commented that Orris Herfindahl, creator of the index, warned that there are many factors that play into the complex business of industrial competition and that the index suffered the deficiency of considering only two indicia of industry behavior. Roberts added another point: The precision and sophistication of the HHI may cloak its limitations and create a false impression of scientific accuracy in the courts.
And, one might add, among researchers and politicians who are in the business of policy-based evidence making, one of the hallmarks of junk science.
See the original post:
Junk Science Week: Little data on big media - Financial Post
- Media Control Behind Trump's 'Abduction' of the Venezuelan President: Why Do We Only Hear One Version of Justice? - - October 12th, 2026 [October 12th, 2026]
- ANEM: Pressure on Nova S is part of efforts to ensure complete control over the media - vijesti.me - October 6th, 2026 [October 6th, 2026]
- Judge's Approval of the Paramount Mega-Merger Is a Call to Action Against Billionaire Control of the Media - freepress.net - October 2nd, 2026 [October 2nd, 2026]
- Obama went far beyond Trumps control of the media - The Australian - October 2nd, 2026 [October 2nd, 2026]
- The 5-year expiration date hidden in Trumps scheme to control the media - AlterNet - September 26th, 2026 [September 26th, 2026]
- HIVE Media Control adds Nexmosphere integration - Installation-international - September 24th, 2026 [September 24th, 2026]
- Trump knows he cant control the media | Letters to the editor - Sun Sentinel - September 24th, 2026 [September 24th, 2026]
- It took 20 years to start regulating social media - will AI controls come sooner? - rnz.co.nz - September 24th, 2026 [September 24th, 2026]
- What is ghost posting, the crafty social media tactic giving users more control over their feeds? - The Globe and Mail - September 24th, 2026 [September 24th, 2026]
- Social media and online gaming used to 'target, recruit, and control children' - Irish Examiner - September 24th, 2026 [September 24th, 2026]
- Social media and online gaming used to target, recruit, and control children - BreakingNews.ie - September 24th, 2026 [September 24th, 2026]
- Niger's Media Adjustment: Regulation, Control, and the Shrinking Newsroom in the Sahel - Modern Ghana - September 20th, 2026 [September 20th, 2026]
- Nicole Kidman loves being able to control her own narrative via social media - Film-News.co.uk - September 20th, 2026 [September 20th, 2026]
- Iranian media: Houthis take control of Strait of Mandeb after seizing Mayyun Island - Middle East Eye - September 13th, 2026 [September 13th, 2026]
- My Feed, My Way: Australia acts to give social media control to 16+ users, rather than to big tech - connectedtoindia.com - September 13th, 2026 [September 13th, 2026]
- HIVE Media Control partners with DWR Distribution to expand into South Africa - etnow.com - September 13th, 2026 [September 13th, 2026]
- Lost in the scroll? How to take back control of your screen time with Virgin Media - Virgin Media - August 29th, 2026 [August 29th, 2026]
- NetOn.Live Brings Smarter & Faster Live Production To IBC2026 - Live Design Online - August 27th, 2026 [August 27th, 2026]
- New info minister Andaleeve vows to guide media through cooperation, not control - The Daily Star - August 25th, 2026 [August 25th, 2026]
- Rivian R1S and R1T OS 2 Moves Media Controls Closer to the Driver, and That May Matter More Than the New Graphics - Torque News - August 22nd, 2026 [August 22nd, 2026]
- How to take control of AI-led brand discovery with retail media - The Drum - August 18th, 2026 [August 18th, 2026]
- Fahmi: PKR will improve communications, not control the media - NST Online - August 18th, 2026 [August 18th, 2026]
- Matthias Jaissle talks to the media: Control the controllables - The Mag - August 11th, 2026 [August 11th, 2026]
- Matthias Jaissle talks to the media: Control the controllables - Yahoo Sports - August 9th, 2026 [August 9th, 2026]
- HBCUs, Media Trust and the Fight to Control the Narrative - theeduledger.com - August 9th, 2026 [August 9th, 2026]
- Eight ways to regain control in the face of the avalanche of news - en.ara.cat - August 4th, 2026 [August 4th, 2026]
- Phones in Hand, Indias Young Protesters Blast Through Modis Media Control - The New York Times - July 24th, 2026 [July 24th, 2026]
- Coalition passes media overhaul law, giving government greater regulatory control - The Times of Israel - July 21st, 2026 [July 21st, 2026]
- Soft Power, Hard Edges: Saudi Media Control And Europes Vulnerable Information Sphere OpEd - Eurasia Review - July 1st, 2026 [July 1st, 2026]
- Harris County commissioners appointed a new flood control director. Heres what to know - Houston Public Media - June 26th, 2026 [June 26th, 2026]
- Media Owners Have Lost Control of Their Value Chain: David Buttle Talks Telemetry Standards, Big Tech and Bargaining Power - Hello Partner - June 26th, 2026 [June 26th, 2026]
- Fight job cuts at the BBC: For workers control of the media - socialistparty.org.uk - June 26th, 2026 [June 26th, 2026]
- Pauline Hansons media attacks are not just Trump-inspired. For 30 years she has sought to control the press - The Guardian - June 22nd, 2026 [June 22nd, 2026]
- Israeli media claims operational control of key southern Lebanon hill amid ongoing tensions - LBCI Lebanon - June 22nd, 2026 [June 22nd, 2026]
- Media funding without control : Safeguarding editorial independence in publicly funded journalism-Part II - Mmegi Online - June 16th, 2026 [June 16th, 2026]
- Kangana Ranaut reveals why she took back control of her social media accounts from her team - The Shillong Times - June 12th, 2026 [June 12th, 2026]
- Firings at CBS' '60 Minutes' reflect the fight for media control in the age of Trump - NPR - June 5th, 2026 [June 5th, 2026]
- The Trumpers Are Taking Over the Media: We Can Do Something Other than Whine - cepr.net - June 5th, 2026 [June 5th, 2026]
- Commentary: In collision between money and news, we lose Llewellyn King - Jacksonville Journal-Courier - June 5th, 2026 [June 5th, 2026]
- Jimmy Kimmel on Trump: Our most out-of-control relative on social media - The Guardian - June 5th, 2026 [June 5th, 2026]
- Virgin Media O2s Digital Wellbeing Strategy: Helping you take back control of your time online - Virgin Media - June 5th, 2026 [June 5th, 2026]
- Estuary Series Green Hippo | Next-Gen Media Control Platform for Live Productions - Digital Studio India - May 29th, 2026 [May 29th, 2026]
- Nuns have always sat between freedom and control. Now theyre in the social media spotlight - The Conversation - May 27th, 2026 [May 27th, 2026]
- Explosions heard near Strait of Hormuz, local media says Bandar Abbas situation under control - The Economic Times - May 27th, 2026 [May 27th, 2026]
- Pest Control Company Accused of Running Over & Killing Stray Dog in Johor - Gempak - May 22nd, 2026 [May 22nd, 2026]
- Panasonic acquires Hive to expand immersive media and control capabilities - Inavate - May 20th, 2026 [May 20th, 2026]
- Belichicks family snaps after 24-year-old girlfriend files 18 LLCs and gets media control - MSN - May 20th, 2026 [May 20th, 2026]
- Governments May Shape What AI Chatbots Say by Shaping the Web They Learn From - UC San Diego Today - May 16th, 2026 [May 16th, 2026]
- State media control impacts the output of U.S.-based LLMs - Good Authority - May 16th, 2026 [May 16th, 2026]
- Media Links integrates Xscend IP Transport Platform with DataMiner to enhance visibility and control across multi-vendor networks - Prensario... - May 16th, 2026 [May 16th, 2026]
- State Influence on AI: Tracing the Impact of Media Control - Devdiscourse - May 16th, 2026 [May 16th, 2026]
- IRGC-linked media outlines plan to tax and control undersea internet cables in the Hormuz Strait Iran's mouthpiece calls for a cut of $10 trillion of... - May 11th, 2026 [May 11th, 2026]
- Police consider new ways to 'control their narrative ' in 'depleted media landscape' - RNZ - May 11th, 2026 [May 11th, 2026]
- Narratives At War: Media Framing, Discourse, And Control In The Iran Conflict Analysis - Eurasia Review - May 7th, 2026 [May 7th, 2026]
- No journalist will stay in jail without committing crime: Info minister - The Daily Star - May 3rd, 2026 [May 3rd, 2026]
- Todd Monken Press Conference: "The easiest thing to control is our effort" - Cleveland Browns - April 23rd, 2026 [April 23rd, 2026]
- Michael Jacksons nephew slams critics over biopic, says media no longer 'controls the narrative' - Latest news from Azerbaijan - April 23rd, 2026 [April 23rd, 2026]
- New law on social media in Azerbaijan: how the authorities are strengthening control over society - JAMnews - April 23rd, 2026 [April 23rd, 2026]
- Iran rebuffs Trump's plan for new round of peace talks, state media reports - CNBC - April 21st, 2026 [April 21st, 2026]
- Narrative at Arms: Framing, Discourse, and Media Control in the Iran War - Geopolitical Monitor - April 19th, 2026 [April 19th, 2026]
- John Curley Says The Medias Blame Game Is Out of Control - MyNorthwest.com - April 19th, 2026 [April 19th, 2026]
- Mass. Gov. Healey plan aims to limit out of control youth social media use - MassLive - April 19th, 2026 [April 19th, 2026]
- Charlotte, NC Imam John Yahya Ederer: 9/11 Was All About Diverting Attention From The 'Evil' Of Zionism As Zionist Control Of The Narrative Through... - April 10th, 2026 [April 10th, 2026]
- From broadsheet editors to influencers: How has control over the media shifted? - The Boar - April 5th, 2026 [April 5th, 2026]
- Speaker Papuashvili: UNM once again; same architects of torture, racketeering, and media control resurface with same agenda - 1TV.GE - April 5th, 2026 [April 5th, 2026]
- Iranian media: Iran can control the Strait of Hormuz for several years - Apa.az - April 5th, 2026 [April 5th, 2026]
- Michigan Gaming Control Board and King Media Win Gold Shorty Impact Award for "Don't Regret the Bet" Campaign - State of Michigan (.gov) - April 3rd, 2026 [April 3rd, 2026]
- Right-wing media figures have insisted Iran cannot be in control of the Strait of Hormuz. Trump just signaled he wants to end the war without... - April 3rd, 2026 [April 3rd, 2026]
- Iran train in Turkey with tight media control ahead of World Cup warm-ups - Reuters - March 26th, 2026 [March 26th, 2026]
- 5 simple tech tips to take back control of your social media - Kurt the CyberGuy - March 26th, 2026 [March 26th, 2026]
- How the US, Israel & Iran are controlling their media narratives - The New Arab - March 26th, 2026 [March 26th, 2026]
- Hegseth, Media Control, and the War on TruthJournalism Under Fire in 2026 - savageminds.substack.com - March 22nd, 2026 [March 22nd, 2026]
- The Ellisons Empire: Media Consolidation, Narrative Control, and the Threat to Democracy - Nonprofit Quarterly - March 18th, 2026 [March 18th, 2026]
- Be the one in control: Why are more countries leaning towards banning social media access for kids? - CNA - March 18th, 2026 [March 18th, 2026]
- TRUMP BRAGS About Getting Fascist Control of the Media in BONKERS Truth Social Post - Daily Kos - March 15th, 2026 [March 15th, 2026]
- Pete Hegseth Openly Yearns For Government Control of the Media, and Admits to Committing War Crimes - Daily Kos - March 15th, 2026 [March 15th, 2026]
- Media Control and NielsenIQ BookData to Publish BookTok Charts for the U.K. - Publishing Perspectives - March 13th, 2026 [March 13th, 2026]
- Big tech has defeated everything for 30 years, but for the first time faces something it can't control: a jury - Fortune - March 13th, 2026 [March 13th, 2026]
- Media: Strait of Hormuz tanker traffic crashes as Iran tightens control - Caliber.Az - March 11th, 2026 [March 11th, 2026]
- Aga Khan Exits Nation Media Group After 66 Years as Tanzanias Rostam Azizi Takes Control - Capitalfm.co.ke - March 11th, 2026 [March 11th, 2026]