On-demand Streaming Services and Music Industry Revenues ... · 1 Introduction 2 Theory 3 Method 4...
Transcript of On-demand Streaming Services and Music Industry Revenues ... · 1 Introduction 2 Theory 3 Method 4...
Dr. Nils WlömertInstitute for Interactive Marketing & Social Media, WU Vienna
Vienna, September 28, 2016
On-demand Streaming Services and Music Industry Revenues
- Insights from Spotify's Market Entry
Agenda
1 Introduction
2 Theory
3 Method
4 Sample & results
5 Implications
Wlömert, N. and Papies, D. (2016): On-Demand Streaming Services and Music Industry Revenues - Insights from Spotify's Market Entry. International Journal of Research in Marketing, 33(2), 314-327.
Will streaming reverse the trend?
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Global Music Industry Revenue (US$ billions, trade value)
Streaming is becoming more popular
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Number of worldwide
Spotify users[millions]
The study investigates the influence of streaming services on music purchases and revenue
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(1) What are the effects of the adoption of free and paid streaming services on music expenditures in other channels?
(2) Can revenue from streaming services compensate for potential losses that streaming services cause in other distribution channels, and what factors moderate this effect?
Research questions:
Agenda
1 Introduction
2 Theory
3 Method
4 Sample & results
5 Implications
How can firms and artists generate revenue?
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Music purchases Sales revenue
Free Streaming Ad revenue
Paid Streaming Subscription revenueOverall revenue
+
Pre-adoption expenditures
+
+
RQ2RQ1
Agenda
1 Introduction
2 Theory
3 Method
4 Sample & results
5 Implications
Challenges in identifying cannibalization effects
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Spotify users are likely to spend more money on music products than non-users because they are generally more interested in music
It is difficult to separate substitutability or complementarity of goods from spurious correlation (Gentzkow 2007)
We control for unobserved individual effects by focusing on differences in behavior over time (Wooldridge 2002; Bronnenberg et al. 2010)
A longitudinal study was designed
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timeJan Feb May Jun
1 2 3 4 5 6
Oct
7
Dec
8
Mar Jul Feb
9
2012 2013
Music expenditures & service usage per person per month
Difference-in-Difference estimator (e.g., Wooldridge 2002)
Public awareness “Spotify“
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Google Trends Index for "Spotify"
The estimation exploits the longitudinal dimension
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change in log revenues
errorterm
(1)
(2)
change in log expenditures
free streaming service adoption
paid streaming service adoption
Identifying assumption: unobserved preferences that are related to adoption and expenditures are relatively stable over time (e.g., Wooldridge 2002)
log of pre-adoption expenditures
time dummies
Agenda
1 Introduction
2 Theory
3 Method
4 Sample & results
5 Implications
More than 2,700 respondents were repeatedly interviewed
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Cooperation with all major labels (Universal, Sony, EMI, Warner)
Participants were recruited via the label’s online consumer panels
Incentive: free CD of choice
9 survey waves over the course of 14 months
N = 2,759 (participated in all waves of the survey)
Sample is representative for the most important consumer group
Variables Music market Sample
Age (mean) 38a 37
Gender (% male) 60a 57
Daily music listening (h:m) 3:42b 3:58 (3:11)c
a BVMI (2013), b ARD/ZDF (2013), c Median
27% (8%) of participants have adopted a free (paid) streaming service
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* Share of participants, that had used the respective service at least once
Streaming service user share (cumulated)*
The adoption of a FSS (PSS) reduces expenditures by 11% (24%)
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Music Expenditures
Free Streaming Service Adoption
Paid Streaming Service Adoption
-11%*
-24%*
n.s.Usage Intensity
+ 1%
-0,81%**
-0,77%**
Individuals (i): 2,058Observations (t): 8Total observations (N): 16,464
n.s. = not signifikant* p<0.05
** p<0.01
Overall music industry revenue
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Label revenue = sales
revenue - 30% retail
margin
Label revenue =
subscription revenue -
50% (taxes & retail
margin)
Revenue per stream:
0.001 EUR
Label revenue =
streams per month x
payout per stream
Overall music industry revenue
Sales revenue Subscription revenue Advertising revenue
The net effect of PSS is positive, the effect of FSS depends on the pre-adoption expenditure level
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Music label revenue
Free Streaming Service Adoption
Paid Streaming Service Adoption
n.s.
+49%**
Pre-adoption expenditures +1%
-0,12%**
n.s.
Individuals (i): 2,224Observations (t): 8Total observations (N): 13,344
n.s. = not signifikant* p<0.05
** p<0.01
FSS are only profitable for previously inactive consumers
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Mean0 Max
-0.4
-0.2
0
0.2
0.4
Effect of FSS on revenue
Pre-adoption expenditures
External validation & aggregate level analyses
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Free service Paid service
Inactive Active Inactive Active
User share inactive/active 14% 86% 9% 91%
Overall adopters in DE 2014a 6,400,000 1,400,000
Number of adopters by group 896,000 5,504,000 126,000 1,274,000
Revenue contribution by user .33€ .32€ 5.14€ 4.01€
Revenue contribution by group 295,680€ 1,761,280€ 647,640€ 5,108,740€
Overall revenue/month 7,813,340€
Mean music expenditures DEa -- 5.00€ -- 5.00€
Cannibalization rate -- 14% -- 21%
Cannibalization by user -- -.70€ -- -1.05€
Cannibalization by group -- -3,852,800€ -- -1,337,700€
Overall cannibalization/month -5,190,500€
Overall net effect/month 2,622,840€
9,000,000€
2,250,000€
aIFPI (2015)
Influence of payout rate and previously inactive consumer share on FSS revenue
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Payout per stream [EUR]
Net effect of FSS adoption
[million Euros]
0 .001 .002 .003 .004 .005
-2
0
2
4
-4
6
10
8
Agenda
1 Introduction
2 Theory
3 Method
4 Sample & results
5 Implications
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Implications
Music Labels
Aim to attract as many users as possible (e.g., to prepare IPO)
Currently not profitable due to high free user share
To ensure long-term profitability, stronger incentives for free users to convert to the paying customers
Streaming Services
Streaming services cannibalize demand from other channels
Overall positive revenue effect
Focus on channels that directly generate revenue
Use free services to target inactive consumers and to convert users
Increase utility difference between the free and the paid version of the service (e.g., through windowing), as conversion is weak
DEPARTMENT OF MARKETINGInstitute for Interactive Marketing & Social MediaWelthandelsplatz 1, 1020 Vienna, Austria
Dr. Nils Wlömert
T +43-1-313 36-4958F +43-1-313 [email protected]/imsm
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Thank you!
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Individual level expenditures per media type
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CD albums
CD singles
DVDs
Vinyl albums
DTO albums
DTO tracks
Premium subscriptions
Other subscriptions
expenditures
Individual level listening behavior per media type
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Ad-funded streaming (Spotify & Simfy)
Premium subscriptions
Other free streaming
Terrestrial radio
Video streaming
Digital tracks stored on devices
Physical products