Applying the Scientific Method to Your Social Media Plan

by Ken Mueller on July 10, 2012 · 41 comments

1x1.trans Applying the Scientific Method to Your Social Media PlanSend to Kindle

1x1.trans Applying the Scientific Method to Your Social Media Plan

When it comes to how businesses use social media, we spend a lot of time explaining that you can’t approach it in the same way that you approach traditional media. The social, two-way nature of social is not compatible with most of the methods associated with the one-way, broadcast model of traditional media. It’s not easy to disavow many of the notion that you can treat social media in the same way you treat most other advertising and traditional marketing methods.

But there is one way in which you need to approach both in the same way, and I think the best way to explain it is that we need to approach both from within the confines of the scientific method, but with an understanding that marketing is not an exact science. In fact, it’s a rather nebulous mix of science and art.

If you’re doing things properly, you are already doing this with your traditional marketing efforts, but you should also be applying these to your social/digital marketing efforts, understanding that social operates very differently. (Please understand that there are varying models for the scientific method, and I’m taking some liberties here).

Observation – The scientific method begins with observations or research. You take a look at what is going on, and observe what is happening, often with the point of trying to explain something. In social media, this means looking at various platforms, observing how they work, how others are using them, and what sorts of results they are getting. Throughout, I’ll use the example of Pinterest, since it’s the newest platform that a lot of businesses seem to be exploring.

Formulate a question -This might actually be the formulation of several questions, but often takes the form of a “How” or “Why” question: “How does this work?” or “Why does this happen?”. From a social media perspective, it might begin with a “Should I be using Pinterest?” and then perhaps move on to “How should I be using Pinterest”? Or it could be, “How will Pinterest help me increase sales or website traffic?”. There are plenty of questions to be asked, and they can be specific or open-ended, but they are there to move you on to the next step.

Hypothesize/Prediction -This is where you make some sort of conjecture about the question, and the steps of “hypothesize” and “prediction” are often separated into two distinct sets, but for our purposes I’ve lumped them together. Let’s say you decide you want to use Pinterest. Your hypothesis/prediction might be on how to use the platform in a certain way, and that it will bring about a certain result. Clearly, this isn’t pure science, so there are a lot of other mitigating factors. But you can set up your hypothesize in such a way that you say, “If I create these certain types of boards on Pinterest, and share x number of items on that at these specific times, I expect to see this result”. This is where you make a determination of what it is you will be measuring, or your key performance indicators (KPIs).

Test – This is where the rubber meets the road. You actually move forward to test your hypothesis. Now the beauty of social media is that it happens in real time, and because of the free nature of most of the platforms (other than your own time, in most cases), you can adjust and modify on the fly, which you often can’t do with traditional media (or during scientific experiments). If you fail, and your hypothesis doesn’t pan out, you’ve learned something, and you can either adjust how you are using the platform, or stop using it altogether. But that’s where the next step comes in…

Analyze – Measure, measure, measure. (This is the part where Gini jumps up and down and gets all excited). It does no good to experiment unless you have some sort of results that you can interpret. What happened? What were the results? Did you see an increase in traffic? Or sales? Or, did you notice something completely different that wasn’t expected? Even if you didn’t get the intended result, you still have learned something. And of course you need to weigh in any factors that might have colored your findings. This could be as simple as the time of year having an impact on your results, or some other factor.

And remember, your analysis isn’t just an observation of how things worked out; it’s also the first step in deciding your next course of action. It is to help you make modifications, if necessary, in order to improve on your results next time.

Small businesses have been doing this sort of thing for years when it comes to offline marketing, and we need to make sure we do this online as well.

Research everything.

In science, the ultimate goal is to make an observation that is verifiable and repeatable, and your hypothesis can become a theory, and perhaps even a law. In that case, the same thing will happen every time.

This won’t happen in either your traditional or social marketing as there are too many factors outside of your own control, but you still should approach it from this perspective. Marketing isn’t exact science, but you can spot trends. The more you play around and experiment, the more you will learn, and the better you will get at this, as long as you understand that your results will likely be different every time, and what works today might not work tomorrow.

How are you approaching your social media marketing? Are you flying blindly, or is there a method to your madness?

 

 

1x1.trans Applying the Scientific Method to Your Social Media Plan
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36 comments
net2mailbox
net2mailbox

@MoreInMedia @kmueller62 scientific method to social media plan is a good idea. It can help identifying many problems.

Howie Goldfarb
Howie Goldfarb like.author.displayName 1 Like

Great post ken! I see so little repeatable stuff in social. Every brands product .and customer euecosystem is unique so you have to find what works for your business often through trial and error...or in swank intellectual terms the scientific method

KenMueller
KenMueller moderator

 @HowieSPM Thanks, Howie. We'd save ourselves a lot of time in the long run if we didn't just shoot in the dark. Do some research and measure, and your job will be must easier. And good to see you back here. Been a while!

Don Metznik
Don Metznik

Interesting thread to this conversation. Let me toss this into the ring: anyone use neuromarketing concepts in traditional (outbound) or new (inbound) marketing?

KenMueller
KenMueller moderator

 @Don Metznik That's pretty expensive stuff to get into. I work with small businesses and this wouldn't be in their budget, or really even worthwhile for them .

Don Metznik
Don Metznik

 @KenMueller That's correct when it involves research, such as fMRIs (functional magnetic resonance imaging) and eye-tracking. But there are principles of attracting the brain's attention that can be applied to all areas of marketing at no incremental cost.

marknetti
marknetti

Great article, tracking everything is so crucial to the marketing campaigns of every business. The misconception is that advertising through any sort of media will automatically bring an increase in sales and if it doesn't then it's not working. See what increases or decreases for a specified time and tweak from there. Thanks for sharing Ken! 

KenMueller
KenMueller moderator

 @marknetti Thanks, Mark. We often hold social media to all of the same standards as traditional media, particularly advertising, and that's a problem. They are different tools with different functions.

BobReed
BobReed like.author.displayName 1 Like

It goes with short attention spans and short term profit myopia. Too many business people won't tolerate failure of a marketing push that doesn't produce what it originally intended.  As counselors, we have to be firm in our convictions of what we plan needs to have good research to back it up.  And, much to the consternation of many, they'll have to pay for that, too.

 

Great stuff, Ken. 

KenMueller
KenMueller moderator like.author.displayName 1 Like

 @BobReed I agree, Bob. And that's the problem with social media, we expect fast, short term results, when it's designed for more longer lasting long term results.

Don Metznik
Don Metznik like.author.displayName like.author.displayName 2 Like

Social media for business is complex. As you point out, having an approach or framework for understanding it is a critical starting point. Your rational, analytic/scientific method is solid.

KenMueller
KenMueller moderator

 @Don Metznik Thanks, Don. Too many businesses just jump in without giving it any thought. There needs to be a plan with goals.

Don Metznik
Don Metznik like.author.displayName 1 Like

 @KenMueller Do you find that business owners need analogies or metaphors to understand concepts like social media management or marketing management in general? One that I use is the "asset allocation" metaphor, where assets are People, Strategy, Tactics (execution), and Analytics.

RebeccaTodd
RebeccaTodd like.author.displayName 1 Like

 @KenMueller  @Don Metznik  @lpmorrow The comprehension strategy at play here is mainly making connections.  Connecting unfamiliar information to the familiar is a great way to activate prior knowledge while introducing a new concept.  Yep, I'm also a recovering teacher...

KenMueller
KenMueller moderator like.author.displayName 1 Like

 @Don Metznik  As@lpmorrow said, there's a reason we use metaphors as a literary device. But I try to avoid hard and fast business metaphors, because most of my clients are small business owners. they've never been to business school (most of them), and they don't read business books. It has to be something they can relate to that helps them visualize.

lpmorrow
lpmorrow like.author.displayName 1 Like

 @Don Metznik I'm a recovering English professor, and I've always found that metaphor trumps definition. I think we're hard-wired that way, to grasp the world initially through the visual and the visceral, then refine what we learn.

ShellyKramer
ShellyKramer like.author.displayName like.author.displayName like.author.displayName 3 Like

Any marketer worth his, or her, salt understands the importance of data, testing theories and measuring. Trust me, I jump up and down about it all the time, too. And my most favorite saying - "if you're not measuring, you're not marketing." Great post @KenMueller . As always!!

KenMueller
KenMueller moderator like.author.displayName 1 Like

 @ShellyKramer Thanks, Shelly. In the small business world, I see so little measurement, and this is one of the reasons why I really worry about some of the outsourced social media folks around here. If you're paying them to tweet for you, and post for you, and that's all your getting, you have no idea what you are really paying for. And I see that from the solo person who sits in a coffee shop and tweets all day to the larger agencies that have added social as part of their menu, but do the same thing as the person in the coffee shop. 

ginidietrich
ginidietrich like.author.displayName like.author.displayName like.author.displayName like.author.displayName like.author.displayName 5 Like

Not only do I jump up and down and get excited about it, I just did it last night in Detroit at their SMC event. This "ROI of your mom" or "ROI of the phone" is baloney. Measure your freaking efforts.

annedreshfield
annedreshfield like.author.displayName like.author.displayName 2 Like

Thanks for making me feel like I'm back in school, Ken. You do know it's the middle of the summer, right?!

 

In all seriousness, I think this is definitely true. The scientific method isn't really all that scientific when it's taken outside of the lab...then it just turns into good old common sense, don't you think?

annelizhannan
annelizhannan like.author.displayName 1 Like

Very nice Professor Mueller. Your brew is not madness but a potion for success.

KenMueller
KenMueller moderator like.author.displayName 1 Like

 @annelizhannan Ha...there is always madness involved. 

annelizhannan
annelizhannan

 @KenMueller The only madness I see is the daily entertainment from you and @ginidietrich as the 'Burns and Allen' 2012 show ( younger viewers may be stumped on this one :).

annelizhannan
annelizhannan like.author.displayName 1 Like

 @KenMueller  If you get @ginidietrich  to admit (in writing) to being stumped, I will frame it and put it on my wall as my 15 minutes of fame in life. Watch out though, she can't call your mother or her mother-in-law.

KenMueller
KenMueller moderator like.author.displayName 1 Like

 @annelizhannan  @ginidietrich Oh, don't worry. You just stumped Gini. She's the first to admit that she is pop culture challenged, so she'll have no idea who they are...

MorganBarnhart
MorganBarnhart like.author.displayName like.author.displayName like.author.displayName 3 Like

I love that, within the test portion, you mention that you can modify at any time. Most people feel that once they have a method or strategy that they CAN'T fix it. But they SO can! That's the beauty of social media; your fans won't know the difference! If you do something right, do it again and again and again! And in the process, keep trying new things. If they fail, then move onto the next.

 

Great article, Ken! :) 

KenMueller
KenMueller moderator like.author.displayName 1 Like

 @MorganBarnhart Thanks, Morgan! One thing that sets social apart from traditional is that you can modify and tweak during the process. Once you create a marketing piece for print or some other medium, it's usually a done deal. But with social, you can modify at any time and go with the flow. That's why I like the idea that social is more of an ongoing conversation. Conversations have many twists and turns, and you can say what you want, or even hold your tongue at certain times. 

hanelly
hanelly like.author.displayName like.author.displayName like.author.displayName like.author.displayName 4 Like

Smart. (Applause). This is essential reading.

RebeccaTodd
RebeccaTodd like.author.displayName like.author.displayName like.author.displayName 3 Like

This is absolute GOLD, Ken! Due to a variety of idiosyncrasies, I use the Scientific method as my standard framework to approaching everything. You've done an excellent job of layering this on to the social media world.  I am saving this post and keeping it as a go-to to share with people who are trying to figure this concept out. Thank you! 

KenMueller
KenMueller moderator like.author.displayName like.author.displayName 2 Like

 @RebeccaTodd Thanks, Rebecca. In the early days of social media, I think the hit and miss approach worked for some, but i don't see that happening much anymore. We need to have a plan and make sure we do our research, as well as measure.

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