Attribution & Marketing-Mix Modelling Interview Questions & AnswersAnalytics & Measurement Interview Questions & Answers

Marketing Elasticities

Gauge your understanding of elasticity definitions, interpretation, and uncertainty communication.

Elasticity measures the % change in sales for a 1 % change in ______.

impressions

bounce rate

spend

cookie life

Elasticity quantifies marginal responsiveness, guiding budget reallocation.

An elasticity of 0.2 implies each 1 % spend increase yields ______ % sales lift.

10

2

0.2

5

Low elasticity channels are closer to saturation, offering modest incremental gains.

2025 MMM conferences recommended reporting elasticities with ______ intervals.

credible

pixel

random

single point

Credible intervals communicate uncertainty, enhancing trust in model outputs.

Elasticity can be converted into ROI by multiplying by ______ ratio.

CPM

profit margin

CPC

open rate

Converting into monetary terms bridges finance and marketing language.

Channels with elasticity below ______ are typically candidates for budget cuts.

0.5

1

5

0.1

Marginal returns this low rarely meet hurdle rates after cost.

Scaling spend without saturating is more feasible when elasticity remains relatively ______ across budget tiers.

negative

volatile

declining fast

flat

Flat elasticity indicates plenty of headroom before diminishing returns bite.

Cross‑channel synergy can inflate elasticity if model omits ______ terms.

interaction

cookie sync

viewport

CTR

Missing interactions wrongly attribute combined lift to individual channels, over‑stating elasticity.

Time‑varying elasticity models use ______ parameters that change by season.

ridge only

static

OLS

state‑space

Dynamic parameters capture shifts like holiday boost responsiveness.

Divide incremental revenue by incremental spend to get marginal ROI; this is mathematically elasticity times ______.

session duration

average revenue per conversion

pixel cost

CPM

Elasticity gives percent change; scaling by baseline revenue turns it into dollars.

In Bayesian outputs, elasticities are often plotted as violin charts to visualise ______.

mean only

null hypothesis

p‑values

full posterior distribution

Violin plots display density, revealing skew or multimodality in elasticities.

Starter

Review the basics.

Solid

Nice work—refine the details.

Expert!

Exceptional command of the topic.

Diving into Marketing Elasticities + Interview Questions means mastering how demand shifts respond to price tweaks and media spend. Start by exploring our marketing mix modelling interview questions to see where elasticities fit into attribution frameworks. Then test your skills with the channel grouping logic interview MCQs for segment analysis. After that, practice scenario planning using the budget optimization simulations questions to balance spend effectively. Finally, round off your prep with the granular versus aggregate data interview guide to master resolution levels in elasticity modelling.

Hi, I am Aniruddh Sharma. I’m a digital and growth marketing professional who loves transforming complex strategies into simple, interactive learning experiences. At QuizCrest, I design marketing quizzes that cover SEO, Google Ads, Meta Ads, analytics,…

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