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Jameelah Khalid-Khan
646.660.0477
jkhalidkhan@gmail.com
Colgate University
Research Portfolio
Thoughts on Playlists
Survey
SURVEY THOUGHTS ON PLAYLISTS
1. F# knew their unique ad
campaigns were successful, but
wanted to get a better
understanding of the audience
that enjoyed their music-based
banner ads, as well as their
music-listening habits on a daily
basis.
2. I was tasked with designing a
survey, distributing it and
analyzing the results.
2
 Task
1. My first order of business was
having a brainstorm session with
members of the Marketing team
and the UX team to learn all the
questions they hoped would be
answered in this survey.
2. Afterwards, I consulted a number
of blogs to learn how to craft a
survey that would yield usable data
and navigate common pitfalls i.e.
the halo effect, and conducted a
closed survey on the F# office.
3. After tweaking my survey based on
my co-workers’ feedback, I opened
the survey to the public and later
analyzed the data. 3
SURVEY THOUGHTS ON PLAYLISTS
 Methodology
1. One of the most crucial findings of
this research was that, despite
participants having a relatively low
number of playlists, (43.7% of our
respondents only had between 1 –
10 playlists), these compilations
proved to be a major method for
listening to music on a regular
basis.
2. Of participants with 1 – 10
playlists, 48.08% listened to
playlists ‘A few times a week’;
13.36% listened to playlists ‘Once
a day’; and 19.23% listened to their
playlists ‘Multiple times a day’.
4
SURVEY THOUGHTS ON PLAYLISTS
 Results
Persona Creation
PERSONA CREATION
1. Identifying with our audience in a
more intimate manner would
allow us to create ads that appeal
more to certain audience
members.
2. Rather than learning the behavior
of 12-18 year old females, adult
females 18-35, or mothers 32
and older, we wanted to learn the
behaviors of Ashley Wilson,
Jessica Quinn, and Molly Harris,
each of whom puts a premium
on self-expression in their online
lives.
6
 Task
PERSONA CREATION
1. I compiled a number of research
studies that explored various age
groups and their online conduct
2. As I pored through the research,
I identified the common
behaviors as it relates to the
digital space.
7
 Methodology
PERSONA CREATION
1. Our personas will continue to be
refined as we learn more about
our audience behaviors as it
relates to F# and their music-
based ads.
2. The insights on social media use
from the Thoughts on Playlists
survey also informed the persona
creation.
8
 Results
Audience Research:
Seapunk
AUDIENCE RESEARCH SEAPUNK
1. There are a number of musical subcultures with distinctive
music tastes and fashion sensibilities. My latest project had
me conducting an in-depth analysis on a musical subculture
to identify whether or not members associated with it
exhibited affinities to particular brands.
10
 Task
1 2
3
Witch HouseSeapunk
Beastcoast
AUDIENCE RESEARCH SEAPUNK
1. Given that this project involved
scrubbing participants’ Facebook
profiles and making a
spreadsheet of their ‘Likes,’ I
chose the nautical themed
subculture, Seapunk.
2. The very distinctive fashion style
(mainly, dyeing one’s hair blue,
green or turquoise) was just one
method of accurately identifying
members of the Seapunk
subculture.
11
 Methodology
AUDIENCE RESEARCH SEAPUNK
1. In time, the data from the
spreadsheet revealed
that, yes, there were indeed
certain brands that members of
Seapunk preferred.
2. Using my research as a jumping
off point, the next steps of the
Subculture Analysis research
project involve developing a plan
to create a FaceBook Scraper so
we can analyze any subculture of
our interest!
12
 Results
FaceBook Scrapper
Popular Music Popular Brands
Usability Study
USABILITY STUDY
1. F# was creating a product for
their clients, but wanted to
ensure that the product met their
needs.
2. To get this feedback in a timely
fashion, we decided an agile
development process would be
prudent.
14
 Task
USABILITY STUDY
1. My first task was to create a
protocol for the usability study.
2. Observing participants using
Silverback application, I collected
data, recording interesting
behaviors as well as how
participants might use the
product in a typical day, and
their suggestions for improving
it.
15
 Methodology
USABILITY STUDY
1. The accumulation of data
allowed for a quick iterative
process, which improved the F#
product quickly and efficiently.
2. As an example, clients can read
the campaign description and
information I wrote for Les
Misérables, view the campaign in
action on Spotify, and determine
whether they are interested in
this particular product.
16
 Results
Thanks for Your Time!

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Jameelah Khalid-Khan Research Portfolio

  • 3. SURVEY THOUGHTS ON PLAYLISTS 1. F# knew their unique ad campaigns were successful, but wanted to get a better understanding of the audience that enjoyed their music-based banner ads, as well as their music-listening habits on a daily basis. 2. I was tasked with designing a survey, distributing it and analyzing the results. 2 Task
  • 4. 1. My first order of business was having a brainstorm session with members of the Marketing team and the UX team to learn all the questions they hoped would be answered in this survey. 2. Afterwards, I consulted a number of blogs to learn how to craft a survey that would yield usable data and navigate common pitfalls i.e. the halo effect, and conducted a closed survey on the F# office. 3. After tweaking my survey based on my co-workers’ feedback, I opened the survey to the public and later analyzed the data. 3 SURVEY THOUGHTS ON PLAYLISTS Methodology
  • 5. 1. One of the most crucial findings of this research was that, despite participants having a relatively low number of playlists, (43.7% of our respondents only had between 1 – 10 playlists), these compilations proved to be a major method for listening to music on a regular basis. 2. Of participants with 1 – 10 playlists, 48.08% listened to playlists ‘A few times a week’; 13.36% listened to playlists ‘Once a day’; and 19.23% listened to their playlists ‘Multiple times a day’. 4 SURVEY THOUGHTS ON PLAYLISTS Results
  • 7. PERSONA CREATION 1. Identifying with our audience in a more intimate manner would allow us to create ads that appeal more to certain audience members. 2. Rather than learning the behavior of 12-18 year old females, adult females 18-35, or mothers 32 and older, we wanted to learn the behaviors of Ashley Wilson, Jessica Quinn, and Molly Harris, each of whom puts a premium on self-expression in their online lives. 6 Task
  • 8. PERSONA CREATION 1. I compiled a number of research studies that explored various age groups and their online conduct 2. As I pored through the research, I identified the common behaviors as it relates to the digital space. 7 Methodology
  • 9. PERSONA CREATION 1. Our personas will continue to be refined as we learn more about our audience behaviors as it relates to F# and their music- based ads. 2. The insights on social media use from the Thoughts on Playlists survey also informed the persona creation. 8 Results
  • 11. AUDIENCE RESEARCH SEAPUNK 1. There are a number of musical subcultures with distinctive music tastes and fashion sensibilities. My latest project had me conducting an in-depth analysis on a musical subculture to identify whether or not members associated with it exhibited affinities to particular brands. 10 Task 1 2 3 Witch HouseSeapunk Beastcoast
  • 12. AUDIENCE RESEARCH SEAPUNK 1. Given that this project involved scrubbing participants’ Facebook profiles and making a spreadsheet of their ‘Likes,’ I chose the nautical themed subculture, Seapunk. 2. The very distinctive fashion style (mainly, dyeing one’s hair blue, green or turquoise) was just one method of accurately identifying members of the Seapunk subculture. 11 Methodology
  • 13. AUDIENCE RESEARCH SEAPUNK 1. In time, the data from the spreadsheet revealed that, yes, there were indeed certain brands that members of Seapunk preferred. 2. Using my research as a jumping off point, the next steps of the Subculture Analysis research project involve developing a plan to create a FaceBook Scraper so we can analyze any subculture of our interest! 12 Results FaceBook Scrapper Popular Music Popular Brands
  • 15. USABILITY STUDY 1. F# was creating a product for their clients, but wanted to ensure that the product met their needs. 2. To get this feedback in a timely fashion, we decided an agile development process would be prudent. 14 Task
  • 16. USABILITY STUDY 1. My first task was to create a protocol for the usability study. 2. Observing participants using Silverback application, I collected data, recording interesting behaviors as well as how participants might use the product in a typical day, and their suggestions for improving it. 15 Methodology
  • 17. USABILITY STUDY 1. The accumulation of data allowed for a quick iterative process, which improved the F# product quickly and efficiently. 2. As an example, clients can read the campaign description and information I wrote for Les Misérables, view the campaign in action on Spotify, and determine whether they are interested in this particular product. 16 Results