lecture 7 Flashcards

1
Q

organic WoM

A

consumers become advocates for a product and have a desire to share their views

This is our focus

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2
Q

amplified word of mouth

A

marketers launch campaigns designed to encourage or accelerate WoM in existing or new communities

Well come back to this later in the course – “firm generated content”

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3
Q

Online versus offline WoM

A

Destinction is always lurking in the background

People conflate these two, the things you talk about offline are different than the things you talk about online. Online WoM should be its own entity. Offline is impossible too

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4
Q

Social media word of mouth matters

A

consumers now spend more than 135 minutes per day on social media

Social media sites contain a treasure-trove of decision relevant information

Social media fostered growing importance of WoM marketing

Chief marketing officers think online WoM matters

Rationalized by consumers trust in online info from peers

64% of marketing executives believe word of mouth is the most effective form of marketing

Only 6% say they have mastered it (whatever mastered means)

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5
Q

Why word of mouth might matter:
Three mechanisms at play

A

1) awareness
2) Buzz
3) Social learning (i dont know about products quality but maybe i can learn it from others
4) consumption complementaries

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6
Q

How to measure awareness, buzz, and social learning

A

awarenes and buzz is measured in the volume of tweets

Social learning is measured in sentiment in tweets text

Sentiment is often called valence

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7
Q

Awareness vs buzz

A

Awareness:
introduces new consumer to a product

Reminds consumers about product

Reinforce traditional advertising

Buzz:
Expressions of anticipation

Increase in anticipation –> increase in volume of posts

By consumers who want to act as opinion leaders, and reflect their interests, excitement, and expectations

Generally “neutral” in sentiment

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8
Q

What is sentiment

A

sentiment expressed tweets text provides means to measure (consumer perceptions of) quality

Sentiment impacts sales via social learning

(dimensions of) quality revealed through interactions with their peers

Relevant if consumers use these reviews to decide what to attend

Remark: important to control for other ways consumers learn about quality

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9
Q

when should social media matter

A

social media can generate awareness, buzz and information diffusion that ultimately influences demand (but only about certain things, if people keep talking about how good yogurt in general is, that wont make me buy more yogurt)

it is important when:
1) Relying on “hyped release strategies”
2) uncertainty about a products quality

Exaple: Movies, books, consumer electronics, video games and fashion

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10
Q

does consumer word of mouth impact demand?

A

estimated volume elasticity: between 0.016 and 0.026

WoM influences demand via consumption complementarities
you can chat about it later online

Managerial implications:
fostering post-show discussion
Doesnt appear to be valence/sentiment effects

(maybe because quality is known)

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11
Q

influencer marketing

A

a type of social media marketing that uses endorsements and product mentions from influencersW

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12
Q

who are influencers:

A

someone who has:
Power to affect the purchasing decisions of others because of his or her authority, knowledge, position, or relationships with his or her audience

A following in a distinct niche, with whom he or she actively engages

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13
Q

Types of influencers:

A

how niche they are: products/target audience

how large their reach is: mega, macro, micro, nano

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14
Q

what is the effectiveness of influencer marketing on generating consumer demand (largest effects)

A

The largest effects of inluencer marketing come from games that are a bit older and have a high standard deviation of consumer ratings

ergo: largest effects: small publishers, high variance in ratings and older games

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15
Q

is sponsored content as effective as organic content

A

Sponsored streams are 15.7% as effective as organic streams

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16
Q

What is the ROI of influencer marketing

A

median game has additional revenue of 19.5 due to sponsored streams (costs 144$)

median ROI of -95%

16% of games have a positive ROI

90th percentive has an ROI of 138%

–> sponsored influencer promotions are mostly ineffective

17
Q

Takeaways influencer marketing

A

small, positive effects of organic influencer content on demand

Similar in magnitude to OWoM volume and advertising

which helps these numbers feel credible

Sponsored influencers leads even smaller effects (appx. 1/5th)
But does lead to cascades of organic content (not on exam)

ROI for sponsored content is negative for 2/3rds of games

18
Q

How do an influencers impressions vary with follower counts

A

Largest follower elasticity at 6500 followers
similar magnitudes to advertising effectiveness

Les sthan 10k followers: informative content leads to more impressions

Larger follower base: “socializing” content leads to more impressions
though less effective on average

Entertaining content similar effect as informational

19
Q

Influencer type counterfactuals
S-shaped:

A

“special effects” focussed campaign
Only catches on if popular enough influencer posts it

20
Q

Influencer type counterfactuals
Concave

A

product demonstration focussed cammpaign
Niche audiences for this content

21
Q

Influencer type counterfactuals
Linear: self expression focussed campaign

A

Broad appeal to all audiences
This is the most frequent in the data

22
Q

takeaways optimal follower size

A

if a campaign focused around “social content” and socialization: influencers with a high follower count are best

If the campaign is focused around information: lower follower count is better because its more trustworthy and authentic

once we can quantify elasticity of impressions with respect to followers, we can establish the optimal follower count to target for a new campaign

Conditional on knowing cost per followers and assuming value generated per impression

23
Q

What do advertising disclosure regulations do to posting behaviour of influencers and consumer content engagement

A

advertising disclusre regulation has real effects

Disclosure rates of sponsored posts increase after regulation is introduced

important given skepticism about its impact

BUT, engagement per post falls (on average)

What we still dont know: does the type of content an influencer posts change after the introduction of regulation

24
Q
A