Saturday, September 2, 2023

"Free Riding" by Hyperscale App Providers?

To hear some connectivity service providers, the industry is in dire straits because of a “free riding” problem. Free riding is a situation where an entity or person benefits from something without paying for it. And that is essentially what some telcos allege happens when a few hyperscale app providers use internet access networks. 


The argument always is that a few hyperscalers represent a disproportionate amount of internet access demand, “forcing” internet service providers to invest in their networks without compensation. 


Among the key arguments:

  • ISP profit margins are far below those of the hyperscale app providers

  • This is somehow “unfair”

  • A few hyperscalers represent a majority of traffic load

  • ISPs will not be able to afford continued investment without compensation


Some might point to low research and development spending on the part of telcos, with such work as does occur having been essentially outsourced to third parties, principally the industry infrastructure supplier base. 


Other arguments against such “fair share” arguments include:

  • Current infra investments by hyperscalers

  • Violation of network neutrality principles

  • Negative impact on app and content innovation, quality and prices

  • Source of demand is ISP customer behavior, to which hyperscalers respond. 


On any number of financial metrics, though, it can be argued that ISPs and telcos are in the broad middle of all industries where it comes to financial performance. Profit margins and other measures of financial performance vary across industries, and telcos do not seem particularly disadvantaged on most of those metrics. 


Consider the price/sales ratio, which compares a company's market capitalization to its annual revenue. It is calculated by dividing the company's stock price by its sales per share. 


A high P/S ratio means that the market is willing to pay a high price for each dollar of the company's sales, typically because the company is expected to grow rapidly in the future, or because it has a strong competitive advantage.


 A low P/S ratio typically means a company or industry is not expected to grow rapidly, or because it has a weaker competitive advantage. Telco executives might emphasize the latter; others the former. 


Industry

P/S Ratio

Biotechnology

5.78

Pharmaceutical

4.38

Software & IT Services

3.67

Cloud Computing

3.41

Consumer Discretionary

2.80

Retailing

2.67

Technology Hardware & Equipment

2.52

Media & Entertainment

2.47

Telecommunications Services

2.45

Financial Services

2.18

Industrials

2.14

Energy

1.86

Materials

1.76

Agriculture

1.69

Utilities

1.66

Consumer Staples

1.65

Transportation

1.59


But telecom has never been a high-growth industry. It is akin to other industries with a “utility” or “natural monopoly” character. And such industries tend to have lower P/S ratios. In other words, “unfair” share of ecosystem or value chain revenue or profits is not the issue. 


Access networks are utilities, with utility-type valuations. “Unfairness” is not the issue.


Wednesday, August 30, 2023

How Much Does Wi-Fi Lower Mobile Operator Capex?

Offload of mobile network data traffic to Wi-Fi has alleviated a significant amount of mobile network capital investment, one might argue. By some estimates, between 24 percent and 65 percent of mobile data traffic often is offloaded to Wi-Fi. 


Though the reduction in capital investment requirements is not linear, mobile operators obviously must acquire less spectrum, use fewer radios and capacity to support their current customers because Wi-Fi offload exists. 


In addition to the savings in capital investment, Wi-Fi offload can also lead to other benefits for mobile operators, such as reduced operating costs; improved customer experience; increased network capacity and reduced congestion. 


Research Firm

Year

Percentage of Mobile Data Traffic Offloaded to Wi-Fi

Stationary/Indoors

Mobile/Outdoors

Cisco

2022

54%

70%

30%

Opensignal

2022

24%

60%

40%

Ericsson

2023

59%

75%

25%

ABI Research

2025

65%

80%

20%


The value of offload also can vary by mobile provider, as some firms have less spectrum per account than others, making offload an arguably more-important tool. Some mobile operators also own more fixed network assets, and relatively scant mobile spectrum assets, which can also affect the value of such offload operations. 


U.S. cable operators, for example, rely on Wi-Fi offload to lessen the amount of wholesale capacity they must purchase from their suppliers. 


Company

Total Accounts (millions)

Revenue per Account ($)

Total Spectrum Holdings (MHz)

Spectrum Currently Deployed (MHz)

Spectrum per Customer Account (MHz)

AT&T

130

45

1,215

750

2.5

Verizon

120

48

1,340

1,000

3.3

T-Mobile

95

40

1,200

700

4.0

Tuesday, August 29, 2023

Correlation is Not Causation, and Correlations Can be Negative

A new study sponsored by NTT claims that firms practicing social sustainability policies are more profitable than firms which do not do so. The problem, as always, is that correlation is not causation. We cannot conclusively prove that social sustainability policies produce better financial outcomes. We can only correlate financial outcomes with the degree of spending on such programs. 


In other words, the relationship between ESG and firm profits is unclear.


Study

Findings

Whelan et al. (2021)

Meta-analysis of 1000 studies found a positive relationship between ESG performance and financial performance.

Eccles et al. (2014)

Study of over 20,000 firms found that ESG performance was positively correlated with firm profits, but only in the long term.

Khanna et al. (2016)

Study of US firms found that ESG performance was negatively correlated with firm profits.

Ma et al. (2019)

Study of Chinese firms found that ESG performance was positively correlated with firm profits.


That tends to be the case for other correlations between firm profits and employee happiness, for example. 


It often is claimed that such policies promoting diversity and inclusion may improve employee morale and productivity. The link between employee happiness and productivity is itself unclear. 


Study

Findings

Warwick (2010)

Found a positive relationship between happiness and productivity.

Oxford (2019)

Found no relationship between happiness and productivity.

Harvard (2020)

Found a bidirectional relationship between happiness and productivity.

Stanford (2021)

Found that a third factor, such as employee engagement, could be causing both happiness and productivity.

Harter et al. (2010)

Found a positive relationship between employee engagement and productivity.

Achor (2010)

Found that happy employees are 12% more productive than unhappy employees.

Bai et al. (2016)

Found no relationship between employee happiness and productivity.

Cohn et al. (2016)

Found that employee happiness can have a negative impact on productivity if it leads to employees being less willing to take risks.

Oswald et al. (2015)

Found a positive relationship between happiness and productivity.

Spector et al. (2017)

Found no relationship between happiness and productivity.

Van Doorn et al. (2018)

Found a negative relationship between happiness and productivity.


We find the same pattern in studies examining the relationship between economic growth and broadband deployment. Such studies have found a positive, negative or no relationship between broadband and economic growth. 


Study

Findings

Czernich et al. (2011)

Found a positive relationship between broadband access and economic growth.

Dewan and Min (2013)

Found no relationship between broadband access and economic growth.

Gagliardi et al. (2015)

Found a negative relationship between broadband access and economic growth.

Becker et al. (2017)

Found inconclusive evidence of a causal relationship between broadband access and economic growth.

De Vries and Moll (2016)

Found that broadband internet access has a negative impact on economic growth.

Falck et al. (2018)

Found that the causal impact of broadband internet access on economic growth is unclear.

Gillett et al. (2012)

Found no relationship between broadband penetration and economic growth.

Waqas et al. (2022)

Found a negative relationship between broadband penetration and economic growth.

OCDE (2023)

Found that the causal impact of broadband on economic growth is inconclusive.


The point is that complex outcomes are hard to definitively pin to any single input. Where there is correlation, there might not be causation. And where there is correlation, such correlation can be positive, neutral or negative.


Service Provider Lossed to Fraud Have Grown Because Revenue and Accounts Have Grown

The amount of fraud in the connectivity services area arguably has grown by two orders of magnitude since 1980. Of course, that is partly because, globally, subscriptions have grown by perhaps four orders of magnitude, while revenue has grown by at least an order of magnitude. 


Fraud Type

1980

2023

Roaming fraud

$100 million

$10 billion

Long distance fraud

$500 million

$5 billion

SIM fraud

$0

$1 billion


Perhaps as always, roaming fraud accounts for the biggest share of losses. Also, since internet access arguably accounts for most of the roaming value and revenue, losses also are likely concentrated there as well. 


Fraud Type

1980

2023

Roaming fraud

0.1%

1%

Long distance fraud

0.5%

0.5%

SIM fraud

0%

0.1%


Roaming fraud: Roaming fraud occurs when a mobile phone user makes or receives calls while outside of their home network. The fraudster will typically use a stolen or cloned SIM card to make calls at a much lower rate than they would have to pay in their home country.


Long distance fraud was arguably the biggest problem when voice was the revenue driver.  Long distance fraud occurs when a mobile phone user makes or receives calls to a premium rate number.


SIM swapping involves taking over the victim's phone number by convincing the victim's mobile carrier to switch the SIM card to a different device.


Voice over IP and fraudulent SIM registration are other ways fraudsters produce losses for service providers, but arguably pale in comparison to roaming fraud. 


Directv-Dish Merger Fails

Directv’’s termination of its deal to merge with EchoStar, apparently because EchoStar bondholders did not approve, means EchoStar continue...