Are we now a nation of “data pragmatists”?

Do people even care about data privacy anymore?

You’d think that with the continuing cascade of news about the exposure of personal information, people would be more skittish than ever about sharing their data.

But this isn’t the case … and we have a 2018 study from marketing data foundation firm Acxiom to prove it. The report, titled Data Privacy: What the Consumer Really Thinks, is the result of survey information gathered in late 2017 by Acxiom in conjunction with the Data & Marketing Association (formerly the Direct Marketing Association).

The research, which presents results from an online survey of nearly 2,100 Americans age 18 and older, found that nearly 45% of the respondents feel more comfortable with data exchange today than they have in the past.

Among millennial respondents, well over half feel more comfortable about data exchange today.

Indeed, the report concludes that most Americans are “data pragmatists”:  people who are open about exchanging personal data with businesses if the benefits received in return for their personal information are clearly stated.

Nearly 60% of Americans fall into this category.

On top of that, another 20% of the survey respondents report that they’re completely unconcerned about the collection and usage of their personal data. Among younger consumers, it’s nearly one-third.

When comparing Americans’ attitudes to consumers in other countries, we seem to be a particularly carefree bunch. Our counterparts in France and Spain are much more wary of sharing their personal information.

Part of the difference in views may be related to feelings that Americans have about who is responsible for data security. In the United States, the largest portion of people (~43%) believe that 100% of the responsibility for data security lies with consumers themselves, versus only ~6% who believe that the responsibility resides solely with brands or the government.  (The balance of people think that the responsibility is shared between all parties.)

To me, the bottom-line finding from the Acxiom/DMA study is that people have become so conditioned to receiving the benefits that come from data exchange, they’re pretty inured to the potential downsides.  Probably, many can’t even fathom going back to the days of true data privacy.

Of course, no one wishes for their personal data to be used for nefarious purposes, but who is willing to forego the benefits (be it monetary, convenience or comfort) that come from companies and brands knowing their personal information and their personal preferences?

And how forgiving would these people be if their personal data were actually compromised? From Target to Macy’s, quite a few Americans have already had a taste of this, but what is it going to take for such “data pragmatism” to seem not so practical after all?

I’m thinking, a lot.

For more findings from the Axciom research, click or tap here.

Blogging and social media in B-to-B marketing: Continually falling short.

As a MarComm specialist and head of a marketing firm for several decades, I’ve worked with my share of marketing tactics — the tried-and-true ones as well as the “next new things.”

Along those lines, working with numerous B-to-B companies in their attempts to turn social media and blogging into significant sources of new business, the track records have been more often ones of failure than of success.

I think the issue boils down to something pretty fundamental: Unlike consumer products, where customers can fall deeply “in love” with particular brands, or at the very least develop feelings of brand affinity, in the world of business products and services, the brand dynamics are seldom “emotional.”

The reality is, business buyers are looking for products and services that will solve their problems and also provide all-important CYA peace of mind. Few B-to-B buyers are truly “excited” about these purchases, and they aren’t personally “invested” in the brands in question, either.

Instead, they’re looking for solutions that work. Ones that deliver on a checklist of criteria, and ones that don’t risk unpleasant developments down the road.

In such a world, the notion that buyers are waiting around to read and interact with the next blog article or social media post that’s published by a supplier is fanciful at best.

News flash: The target audience doesn’t care about things like that.  Business buyers don’t have time in their busy schedules to read the posts.  The few times they will is when they need to satisfy a business need and are looking for information to help them make an informed buying decision.

But of course, it’s precisely then when content needs to be easily findable on the web. Brands that have published deeper and more relevant content than their competitors are going to be the ones that show up on search engine results pages (SERPs), because those are the websites search engines reward with higher rankings based on the perceived “relevance” of the web pages in question.

This view of B-to-B audience dynamics isn’t just my personal one; survey research of B-to-B buyers reveals similar attitudes.  For instance, market research and communication firm KoMarketing publishes an annual B2B Web Usability Report, and the findings they uncover are consistent:

  • Most B-to-B buyers don’t think a blog adds much to a supplier’s credibility as a company.
  • As for social media activity, three-fourths of buyers find such platforms irrelevant to their interests and concerns.

So, what is it that buyers are seeking?

It’s more “actionable” data such as sales contact information (who to call), a list of customers a supplier serves (addressing the credibility factor), plus customer testimonials, case studies and similar reports that help buyers “see” themselves in the experiences of other customers.

That’s pretty much it.

Which brings us back to blog posts in the B-to-B realm. Informative articles that center on customer testimonials and before/after case studies provide the best of everything:  content that buyers will actually find useful, along with the “relevance” and “robust activity” that search bots are seeking in making their quasi-mysterious calculations on how high to rank a particular web page on SERP pages.

It dovetails with my typical advice to business clients:

  • Don’t publish blog posts because you expect people to read them like they would a newsfeed. Publish them for relevance and visibility when your prospect is actually seeking out information and insights — which could be months or even years after you publish the post.
  • Make sure each blog article addresses “problem –> solution” topics centered on the challenges your customers are most likely to face.
  • Twitter or Facebook? Unless your marketing people have plenty of time on their hands and nothing much better to do, don’t bother with these social platforms at all — because the payoff is so mediocre.

What about you? Are your B-to-B marketing experiences different?  If so, please share your perspectives in the comment section for the benefit of other readers.

Working hard … yet hardly getting ahead.

Many full-time workers in the 25-35 age group with college training don’t need reminding that they’re struggling to balance paying for student loans while at the same time attempting to have decent housing and handling their day-to-day expenses.

I’m not in that age group, but our two children are – and I can see from their friends and work colleagues just how much of a challenge it is for many of them to balance these competing necessities.

One way to deal with the challenge is to settle for the sardine-like living arrangements one encounters in quite a few urban areas, with anywhere from three to six people residing in the same (medium-sized) apartment or (small) house.

Somehow, things just didn’t see so difficult for me “back in the day.” Of course, the entirety of my student loans following college amounted to a monthly payment of $31.28, with seven years to pay it off.

First apartment — a $185 per month rental.

And my first apartment – a one-bedroom flat in an elegant 1920’s building, complete with a beautiful lobby and old-fashioned glam elevator, cost me a mere $185 per month.

Not only that, it was only a five-minute bus ride to my downtown banking job.

Now, a newly released analysis published by the American Consumer’s Newsletter helps quantify the different reality for today’s younger workers.

What the data show is that a college degree does continue to provide higher earnings for younger workers compared to those without one.

But … it also reveals that adjusted for inflation, their earnings are lower than their college-educated counterparts in the past.

According to a National Center for Education Statistics analysis as published by the AC Newsletter, here’s a summary of the median earnings differences for male full-time workers in the 25-34 age cohort, comparing 2016 to the year 2000 in inflation-adjusted dollars:

  • Master’s or higher degree: $71,640 … down 6.4% from 2000
  • Bachelor’s degree: $56,960 … down 8.8%
  • Associate’s degree: $43,000 … down 11.8%
  • Some college, but no degree: $37,980 … down 14.3%
  • High school degree: $34,750 … down 13.6%
  • High school dropout: $28,560 … up 2.8%

Thus, among full-time male workers across all education levels, only high school dropouts have experienced a real increase in earnings between 2000 and 2016.

Among female workers, the trends are a little better, but still hardly impressive – and they also start from lower 2000 income levels to begin with:

  • Master’s or higher degree: $57,690 … down 0.5% from 2000
  • Bachelor’s degree: $44,990 … down 7.5%
  • Associate’s degree: $31,870 … down 12.0%
  • Some college, but no degree: $29,980 … down 13.8%
  • High school degree: $28,000 … down 7.2%
  • High school dropout: $21,900 … up 5.0%

What’s even more challenging for workers carrying student loan debt is that those debt levels are higher than ever – often substantially so.

According to a Brookings Institution comparative study, fewer than 5% of students leaving school in 2000 carried more than $50,000 in student loan debt. In inflation-adjusted terms, by 2014, that percentage had risen to ~17%.

Looked at another way, ~40% of borrowers are carrying student loan debt balances exceeding $25,000. It doesn’t take a finance whiz to figure out how big of a hit that is out of a worker’s paycheck.

It makes the some of today’s realities: people living at home longer following college; having frat- or sorority-like living arrangements; putting off plans to purchase a home, or even putting off marriage plans – all the more understandable.

And I’m not exactly sure what the remedy is, either. When it comes to overburdened education debt, it isn’t as if people can go back and rewrite the script very easily.

Celebrity endorsements run out of steam.

“Paid product endorsements are meaningless. I want to learn about the product from experts who are advocating for it – not just some random person who happens to have a job that makes them well-known.” 

— Consumer panel participant, ExpertVoice, May 2018.

The next time you see a celebrity spokesperson speaking about a product or a service … don’t think much of it.

Chances are, the celebrity isn’t doing a whole lot to increase a company’s sales or enhance its brand image.

We have affirmation of this trend in a report issued in June 2018 by marketing firm ExpertVoice, which recently investigated a Census-weighted audience of ~500 U.S. consumers on the issue of who consumers trust for recommendations on what to buy.

The findings confirm that while celebrity endorsements do raise awareness, typically it fails to move the needle in terms of sales. In fact, just ~4% of the participants in the ExpertVoice research study reported that they trust celebrity endorsements.  (And even that percentage is juiced by professional athletes who are more influential than other celebrities.)

As for the reason for the lack of trust, more than half of the respondents noted that their greatest concern is the monetary compensation given to the people from the brands they’re endorsing. Consumers are wise to the practice – and they reject the notion that the endorser has anything other than self-dealing in mind.

By way of comparison, here are how celebrities stack up against others when it comes to influencing consumer purchases:

  • Trust recommendations from friends/family members: ~83% of respondents
  • … from a professional expert (e.g., instructor or coach): ~54%
  • … from a co-worker: ~52%
  • … from a retail salesperson: ~42%
  • … from a professional athlete: ~6%
  • … from any other kind of celebrity: ~2%

A big takeaway from the ExpertVoice research is that more people are influenced by individuals who are making recommendations based on actual experiences with the products in question. Moreover, if it’s people they know they know personally, they’re even likelier to be swayed by their opinions.

In a crowded marketplace full of many purchase choices, consumers are looking for trusted recommendations. That means something a lot more authentic than a celebrity endorser.  Considering the amount of money companies and brands have historically had to pony up for celebrity pitches, it seems an opportune time for marketers to be looking at alternative methods to influence their audiences.

Click here for more information regarding the ExpertVoice research findings.

GDPR: What’s the big whoop?

This past week, the European Union’s General Data Protection Regulation (GDPR) initiative kicked in. But what does it mean for businesses that operate in the EU region?

And what are the prospects for GDPR-like privacy coming to the USA anytime soon?

First off, let’s review what’s covered by the GDPR initiative. The GDPR includes the following rights for individuals:

  1. The right to be informed
  2. The right of access
  3. The right to rectification
  4. The right to be forgotten
  5. The right to restrict processing
  6. The right to data portability
  7. The right to object
  8. Rights in relation to automated decision making and profiling

The “right to be forgotten” means data subjects can request their information to be erased. The right to “data portability” is also a new factor.  Data subjects now have the right to have data transferred to a third-party service provider in machine-readable format.  However, this right arises only when personal data is provided and processed on the basis of consent, or when necessary to perform a contract.

Privacy impact assessments and “privacy by design” are now legally required in certain circumstances under GDPR, too. Businesses are obliged to carry out data protection impact assessments for new technologies.  “Privacy by design” involves accounting for privacy risk when designing a new product or service, rather than treating it as an afterthought.

Implications for Marketers

A recent study investigated how much customer data will still be usable after GDPR provisions are implemented. Research was done involving more than 30 companies that have already gone through the process of making their data completely GDPR-compliant.

The sobering finding:  Nearly 45% of EU audience data is being lost due to GDPR provisions.  One of the biggest changes is that cookie IDs disappear, which is the basis behind so much programmatic and other data-driven advertising both in Europe and in the United States.

Doug Stevenson, CEO of Vibrant Media, the contextual advertising agency that conducted the study, had this to say about the implications:

“Publishers will need to rapidly fill their inventory with ‘pro-privacy’ solutions that do not require consent, such as contextual advertising, native [advertising] opportunities and non-personalized ads.”

New platforms are emerging to help publishers manage customer consent for “privacy by design,” but the situation is sure to become more challenging in the ensuing months and years as compliance tracking the regulatory authorities ramps up.

It appears that some companies are being a little less proactive than is advisable. A recent study by compliance consulting firm CompliancePoint shows that a large contingent of companies, simply put, aren’t ready for GDPR.

As for why they aren’t, nearly half report that they’re taking a “wait and see” attitude to determine what sorts of enforcement actions ensue against scofflaws. Some marketers admit that their companies aren’t ready due to their own lack of understanding of GDPR issues, while quite a few others claim simply that they’re unconcerned.

I suspect we’re going to get a much better understanding of the implications of GDPR over the coming year or so. It’ll be good to check back on the status of implementation and enforcement measure by this time next year.

What’s happened to influencer marketing?

Over the past five years or so, one of the key tactics of branding has been convincing “market influencers” to promote products and services through endorsements rather than relying on traditional advertising. Not only does “influencer marketing” save on paid advertising costs, presumably the brand promotion appears more “genuine” to consumers of the information.

At least that’s how it’s supposed to work according to the textbook theory.

But let’s dissect this a bit.

Some of the earliest forms of “influencer marketing” were the so-called “mommy bloggers” who were stars of the social media world not so long ago. The blogs run by these people were viewed as authentic portrayals of motherhood with all of its attendant joys and stresses.

Mommy blogs like Heather Armstrong’s Dooce.com, Jenny Lawson’s The Bloggess and Glennon Doyle’s Momastery once held sway with stratospheric monthly traffic exceeding the million page level.  But once that volume of engagement happened, it didn’t take long for many bloggers to begin to command big dollars in exchange for product mentions and brand endorsements.

Various meetings and workshops were organized featuring these bloggers and other stars of the social media world – moms, style gurus, interior decorators, fashionistas and the like – providing a forum for consumer product and service companies to interact with these social movers-and-shakers and pitch their products in hopes of positive mentions.

Eager to jump on the bandwagon of this phenomenon, several years ago I recall one of my corporate clients attending their first conference of bloggers — in this case ones who specialize in home décor and remodeling topics.

To put it mildly, our client team was shocked at the “bazaar-like” atmosphere they encountered, with bloggers thrusting tariff schedules in front of their faces listing prices for getting brand and product mentions based on varying levels of “attention” – photos, headline story treatment and the like.

Even more eyebrow-raising were the price tags attached to these purportedly “authentic” endorsements – often running into the thousands of dollars.

Quite the gravy train, it turns out.

It would be nice to report that when the bubble burst on these types of blogs, it was because their readers wised up to what was actually happening.   But the reality is a little less “momentous.”  Simply put, blogging on the whole has stagnated as audiences have moved to other platforms. The rise of “mobile-everything” means that consumers are spending less time and attention on reading long-form blog posts.  Instead, they’re interacting more with photos and related short, pithy descriptions.

Think Facebook and Instagram.

Along with that shift, product endorsements have reverted back to something more akin to what it was like before the time of social media – product promotion that feels like product promotion.

Look at blogging sites today, and often they feel more like classified advertising – more transactional and less discursive. Photos and video clips are the “main event,” and the writing appears to exist almost exclusively to “sell stuff.”

Many consumers see through it all … and it seems as though they’ve come to terms with the bloggers and their shtick.  With a wink and a nudge, most everyone now recognizes that bloggers are “on the take.”  It’s a job – just as surely as the rest of us have our 8-to-5 jobs.

Still, it’s an acceptable tradeoff because in the process, useful information is being communicated; it’s just more transactional in nature, like in the “old days.”

So where does this put influencer marketing today? It’s out there.  It still has resonance.  But people know the score, and few are being fooled any longer.

It’s certainly food for thought for marketers who are thinking that they can use influencer marketing to replace advertising.

They still can … sort of.

Living History: An Ancient Road Comes to Light

“Vienna on the Adriatic”: Trieste, Italy.

The city of Trieste on the Adriatic Sea isn’t as well-known as most other Italian urban areas. And while places like Rome, Venice and Florence are highly popular tourist destinations, Trieste seems like a comparative backwater by comparison.

It’s a shame, because not only is the city quite beautiful, it’s also one of the most fascinatingly different ones in all of Italy.

Pick up any residential telephone directory for Trieste and read the names of the people inside it.  It rivals a phone book from Vienna:  What are all of those German, Slavic and Hungarian surnames doing in there?

Here’s your answer: For well over 650 years, Trieste was the main seaport for the Habsburg Empire.  The Austro-Hungarian navy was based there, and it was the primary maritime hub for the empire’s 50 million+ inhabitants.

“Vienna on the Adriatic,” indeed.

Following World War I, Trieste was annexed by Italy, whereupon the city went from an important commercial and maritime center to being “just another” middle-sized urban area – among numerous others like it up and down the Italian peninsula.

Trieste’s comparatively inconsequential role today is a vast change not only from recent history, but going back centuries before. As it turns out, threading through the region was one of the key trunk highways of the Roman Empire – one whose existence had been undetected until very recently and whose importance is becoming better understood only now.

A team of Italian and Australian scientists discovered the ancient Roman highway that runs throughout the mountainous limestone landscape just above Trieste … and its discovery would not have happened without the use of LiDAR mapping technology.

LiDAR – an acronym which stands for Light Detection & Ranging – is a system which works on the principle of radar but which uses light from a pulsed laser to measure variable distances to the Earth. LiDAR research is carried out using a laser-firing device mounted to a helicopter.  Firing four or five laser shots per square meter over a survey area will measure detailed distances.

Combining LiDAR-generated data with GIS (geographic information system) technology, the distance data enables the creation of three-dimensional information which can reveal otherwise-hidden formations.

In the case of the ancient Roman road above Trieste, the etched lines of the road are just tens of centimeters deep — but they stand out clearly in the images created using the LiDAR technology. Here’s what it looks like:

Discerning the ancient Roman road above Trieste.

The scientific team had decided to survey the entire region after discovering several ancient Roman military fortifications in the area. It’s likely that the newly discovered highway had connected these fortifications along the Adriatic coast.

After realizing that they were looking at the contours of an ancient road, teams of researchers ventured out to hunt for artifacts – timing their excursions to periods just after heavy rainfalls when the landscape would be more prone to reveal them.

In the finest tradition of “getting their hands dirty,” the researchers uncovered more than 200 Roman shoe hobnails along the highway – particularly those linked to the heavy-soled military sandals worn by Roman soldiers known as caligae.

A replica of caligae — Roman military footwear.

Hobnails are short nails that were inserted into the bottom of the Roman military shoes to provide traction and increase durability. Additional follow-up research has determined that the artifacts likely date to the time of the Roman Empire’s Gallic War.

The Trieste research has helped add to the understanding of the Roman Empire’s military fortifications.

It’s done something else as well:  It underscores how completely different the position of Trieste has become in the past 100 years, compared to the several millennia before that.

America’s “Always On” Dynamics

It’s natural to assume that these days, pretty much all Americans go online regularly. And indeed, that is the case.  According to a survey of ~2,000 Americans age 18 and older conducted recently by the Pew Research Center, more than three in four respondents (~77%) reported that they go online at least once each day.

Compare that to the far smaller cohort of people who don’t use the Internet at all, which is only around 10%.

But even more interesting perhaps is another finding from the Pew survey: More than one in four Americans (~26%) report that they are online “almost constantly”.

That proportion is up from one in five just a couple years ago.

Even for people who go online but don’t use a mobile device, nearly 55% report that they go online at least daily, although just 5% of them report being online continually.

Looking further into the Pew findings, the “always on” population is skewed younger … better educated … ethnically diverse … and with higher incomes:

Gender

  • Men: ~25%
  • Women: ~27%

Age

  • 18-29: ~39%
  • 30-49: ~36%
  • 50-64: ~17%
  • 65 or older: ~8%

Education Level

  • High school degree or less: ~20%
  • Some college: ~28%
  • College degree or more: ~34%

Race

  • Non-white: ~33%
  • White: ~23%

Income Level

  • Less than $30K annual income: ~24%
  • $30-$75K annual income: ~25%
  • $75K or higher annual income: ~35%

Location

  • Living in urban areas: ~32%
  • Living in suburban areas: ~27%
  • Living in rural areas: ~15%

Regarding location, one explanation for the lower “always on” characteristics of rural dwellers may be that interconnectivity isn’t as simple and easy as it is in urban environments.

Or perhaps it’s because rural areas offer more attractive options for people to spend their time doing more fulfilling things than being tethered to the online world 24/7/365 …

Which is it? Your thoughts on this or the other dynamics uncovered by Pew are welcomed.  You can also read more about the survey findings here.

Tech companies get tarnished in the 2018 Harris Reputation research results.

Longtime readers of the Nones Notes Blog have seen periodic articles about the evaluations done every year (since 1999) by the Harris Poll measuring the reputation of the 100 most visible U.S. corporations.

As perceived by the general public, in these annual rankings technology companies like Google, Facebook and Amazon have tended to outrank most other iconic brands across a variety of attributes.

It was almost as if the tech firms could do no wrong … whereas other famous corporate names were more susceptible to being hammered on a routine basis, depending on the “news of the day.”

Harris’ 2018 research results have now been published, and they show that the reputation of tech companies has been hit rather hard – all except for Amazon, that is.

The Harris Poll scores the 100 corporations on a variety of factors, including:

  • Products and services
  • Financial performance
  • Workplace environment
  • Vision and leadership
  • Social responsibility
  • Emotional appeal

The opinion research is conducted annually, beginning with consumer top-of-mind awareness of companies that have either excelled or faltered during the year.  With the highest possible company rating being a 100, the Top 20 companies in the 2018 Harris Poll listing come in with reputation quotients ranging between 79 and 83:

  • #1. Amazon.com:  83.22 reputation quotient
  • #2. Wegmans:  82.75
  • #3. Tesla Motors:  81/96
  • #4. Chick-fil-A:  81.68
  • #5. Wald Disney Company:  81.53
  • #6. HEB Grocery:  81.14
  • #7. UPS:  81.12
  • #8. Publix Super Markets:  80.81
  • #9. Patagonia:  80.44
  • #10. Aldi:  80.43 
  • #11: Microsoft:  80.42
  • #12. Nike:  80.24
  • #13. Kraft Heinz Company:  80.15
  • #14. Kellogg Company:  80.00
  • #15. L.L.Bean:  79.83
  • #16. Boeing Company:  79.80
  • #17. Costco:  79.78
  • #18. Kroger Company:  79.67
  • #19. Honda Motor Company:  79.60
  • #20. Proctor & Gamble:  79.32

It’s true that Amazon continues to be top-ranked (repeating its performance in 2017), but Google fell out of the Top 20 altogether, dropping from #8 position to #28.

Apple tumbled even more precipitously, falling from the #5 position to #29.

Facebook isn’t even in the Top 50 any longer; it languishes in the bottom half of the companies evaluated, now living in the neighborhood of companies like General Electric and YUM! Brands.

Of course, even the no-longer high-flying reputations of the tech firms can begin to compare with the bottom-dwellers – the companies who saw their reputations get hit with a ton of bricks over the past year and are now marooned at the very bottom of the Harris listing.

You know them: Equifax, Wells Fargo, and the Weinstein Company.  How wonderful they are …

Facebook fallout: Lots of talk … much less action on the part of users.

Over the past month or so, the drumbeat of ominous news about Facebook and how its user data have been used (or misused) by the social platform and customers such as Cambridge Analytica has been never-ending.

To hear the hyperventilating of reporters, you might think that Facebook was teetering on the brink of an implosion or similar corporate catastrophe as a result of all the nasty revelation.

Well … maybe not so much.

Securities firm Raymond James has surveyed a sample of ~500 Internet users in the wake of the Cambridge Analytica “user abuse” allegations in an effort to determine just how concerned people are about the news, and how it might be impacting on Facebook usage.

It comes as no surprise at all that a clear majority of those surveyed have concerns about Facebook’s use of their personal data. To wit:

  • Very concerned about Facebook’s use of personal data: ~44%
  • Somewhat concerned: ~40%
  • Not concerned: ~15%

But when asked how they may be changing their use of the social platform as a result of knowing about Facebook’s treatment of their personal data, it turns out that only ~8% of the survey respondents have stopped using (or plan to stop using) the platform.

On the other hand, a solid half of the survey respondents report no changes at all in their use of Facebook – now or in the future.

For those in the “mushy middle,” the majority of them plan to use the social platform “somewhat less” rather than “significantly less” than before.

So, what we’re witnessing is unmistakably heightened user concerns generated by a flurry of news reports that lead to … very little.

In fact, in a report that accompanies the survey findings, Raymond James’ analysts go even further, predicting that user concerns will likely ease as the news cycle slows on this topic.

Considering how strongly Facebook has integrated itself into many people’s daily lives, that prognosis comes as little surprise to me.

But what about you? Have you made changes in your usage of the social platform?  Have you noticed changes made by your friends on Facebook?  Feel free to share your perspectives with other readers.