What are the most stressful jobs in America?

Soldier, firefighter and police officer positions are obvious, but jobs in media are right up there, too.

It’s human nature to complain about workplace stress. But which jobs are the ones that actually carry the most stress?

If you ask most people, they’d probably cite jobs in the military, police and firefighting as particularly stressful ones because of the inherent dangers of working on the job. Airline pilots would be up there as well.

And yes, those jobs do rank the highest among the many jobs surveyed about by employment portal CareerCast in its newest research on the topic. But of the other jobs that make the “Top 10 most stressful” list, several of them might surprise you:

Most Stressful: CareerCast Stress Scores by Profession (2019)

#1. Enlisted military personnel (E3, 4 years experience): 73

#2. Firefighter:  72

#3. Airline pilot:  61

#4. Police officer:  52

#5. Broadcaster:  51

#6. Event coordinator:  51

#7. News reporter:  50

#8. PR executive:  49

#9. Senior corporate executive:  49

#10. Taxi driver:  48

According to the CareerCast research findings, based on an evaluation of 11 potential stress factors including meeting deadlines, job hazards, physical demands and public interaction requirements, more than three-fourths of respondents in the 2019 survey rated their job stress at 7 or higher on a 10-point scale.

The most common stress contributors cited were “meeting deadlines’ (~38% of respondents) and “interacting with the public” (~14%).

Upon reflection, it’s perhaps understandable why workers in media positions feel like they are under particular stress – what with “fake news” claims and a constant barrage of criticism from both the left and the right which can go beyond being simply irritants into some much more stress-inducing.

What if someone wanted to make a career change and switch to a job that’s at the opposite end of the stress scale? CareerCast has identified those positions, too.  Here are the “least stressful” jobs as found in its 2019 research results:

Least Stressful: CareerCast 2019 Stress Score by Profession

#1. Diagnostic medical sonographer:  5

#2. Compliance officer:  6

#3: Hair stylist:  7

#4. Audiologist:  7

#5. University professor:  8

#6. Medical records technician:  9

#7. Jeweler:  9

#8: Operations research analyst:  9

#9. Pharmacy technician:  9

#10. Massage therapist:  10

Interestingly, one might assume that the most stressful jobs in America would carry a commensurate salary premium, but that doesn’t turn out to be the case.  The average median salary for the Top 10 “most stressful” jobs in America is hardly distinguishable from those of the Top 10 “least stressful” jobs – differing by only around 4%.  It seems like those latter workers are onto something!

More information about the CareerCast findings can be viewed here.

Music industry mashup: Streaming audio sets the pace.

… while digital downloads fade and physical music media sales hold steady.

The music industry revenue reports issued annually by the Recording Industry Association of America (RIAA) are always interesting to look at, because they chronicle the big trends in how people are consuming their music.

The 2018 RIAA report is particularly enlightening, as it finds that streaming audio now accounts for three-fourths of all U.S. music industry revenue. With more than 50 million Americans subscribing to at least one streaming service, those revenue stats certainly make sense.

Moreover, the RIAA report states that 2018 revenues from streaming music platforms amounted to nearly $7.5 billion. That compares to just $1.1 billion (~11%) for digital downloads and $1.2 billion (~12%) for physical media sales.

Equally significant, streaming revenues account for nearly all of the revenue growth experienced across the entire industry – and the growth is dramatic. Streaming revenues jumped ~30% between 2017 and 2018, whereas growth in the other segments was essentially flat.

Within the streaming segment, all three major sectors – premium subscriptions, ad-supported on-demand streaming, and streaming radio – experienced revenue growth.  But paid subscriptions continue to comprise the biggest chunk of revenue; they make up ~73% of all streaming revenues, or $5.4 million.

Ad-supported on-demand streaming is also proving to be quite popular with users, but while revenues grew by some 15% in 2018 to reach $760 million, it’s pretty clear that ad-supported streaming audio services lag behind in terms of generating revenues. Ad-supported streaming may account for more than one-third of all streaming activity … but only ~8% of streaming revenues.

The third segment — radio streaming services – looks to be a particularly bright spot. These services are evolving nicely, passing the $1 billion mare in revenues in 2018 for the first time.

But the main takeaway is this:  Streaming audio now represents the “mainstream” while digital downloads are going the way of the cassette tape in an earlier era. And physical media (CDs, vinyl) have stabilized to a degree that many observers might not have anticipated happening just a few years ago.

More information from the 2018 RIAA report can be viewed here.

What are your own personal music consumption preferences? Feel free to share your thoughts with other readers here.

Private label branding: Recession or no, it’s a trend that’s here to stay.

During the Great Recession of 2008-10, it was no surprise to see an increase in private label product sales – not just in food products but also in apparel, cosmetics and other consumer categories.

That was then …

It was much like a similar recessionary time in the United States history — back in the 1970s — when some supermarkets began selling “generic” packaged and canned goods. Those offerings celebrated their generic status by emphasizing their lack of branding – ostensibly to demonstrate that by cutting back on marketing and advertising costs, product pricing to the consumer could be kept lower.

The generic movement didn’t last. When the economic go-go times returned in the mid-1980s, consumers were more than happy to forego the cheaper offerings and go back to their favorite brands.

But the situation is different today. The Great Recession may now be a decade in the rearview mirror, but the private label brands they spawned are going strong.  In fact, they’re thriving as never before – and in some ways are eating the legacy brands’ lunch.

… This is now.

Several factors are fundamentally different from before. For one, products that compete on price are no longer being marketed as “generics” but rather as brands in their own right.  Brand names like Kirkland, Archer Farms and Essential Everyday look and feel like Kraft, Kellogg’s and other longstanding brands – and for the most part their quality is indistinguishable as well.

Equally important is that fact that there’s no longer any particular stigma associated with shopping “cheap” private label brands. It turns out that consumers in every income category appreciate a bargain; no one wants to feel like they’re being ripped off when there are good quality “best-value” alternatives available.

The usually prescient Warren Buffet appears to have been caught a little off-guard by the changing landscape, recently expressing surprise (and alarm) about this development. His Berkshire Hathaway enterprise took a $3 billion hit in the face of disappointing earnings as Kraft-Heinz share prices dropped more than 25%, thanks to strong competition from the private label alternatives.

Consider these eyebrow-raising statistics: Costco’s Kirkland house brand notched sales of $39 billion in 2018, which is substantially higher than Kraft-Heinz’s total brand sales of $26 billion.

Indeed, the consumer foods industry is witnessing this happening all over the place. Amazon may not be developing its own private brands like Costco or Target have done, but it is working diligently with food and beverage manufacturers to develop private label offerings to sell exclusively on Amazon’s own website.

Looking at the macro environment, the United States is running at historically low unemployment rates today, but that hasn’t stunted the phenomenal growth of discount grocery chains like Aldi and Lidl. Aldi has come from practically nowhere several years ago to threaten becoming America’s 3rd place grocery retailer, behind only Walmart and Kroger.  Aldi has done so by pursuing an über-aggressive private label strategy that’s targeting younger, middle-income shoppers in particular.

Note that Aldi is training their sights on more than just budget-conscious consumers, which have traditionally been the narrower audience for private label brands. It turns out that the “stigma” some might have attributed to the “cheap” image of private label foods isn’t there any longer.

For younger consumers especially, such “status” concerns are of no pertinence at all. Whereas the typical grocery cart today contains ~25% private label products, among millennials the proportion is more like one-third.

Based on these trends, it’s little wonder that a recently released Thomas Index Report reports that sourcing activity for private label foods is up more than 150% year over year.

And while the growth of private label products is most pronounced in the food, paper goods and household supplies sectors — and has had the most disruptive consequences there — other sectors like apparel and cosmetics are seeing similar developments.

[Let’s not forget private label pharmaceuticals, too, where price differences are often dramatically lower than just the 15-20% differential we see in the food sector.]

The bottom line is this: Recession or no, cheap has become chic.  It’s a trend that’s here to stay.  The legacy brands won’t be able to wait this one out and expect better days to come along again.

Trucking services: Burgeoning demand hastens fundamental changes in the industry.

The trucking services industry is a fascinating field right now. On the one hand, demand for trucking services has never been higher – thanks to fundamental shifts in the way consumers shop for and purchase merchandise.

On the other hand, we may be on the cusp of fundamental changes in the way trucking services are handled as a result.

Thanks to data compiled by the Thomas Index Report, we can see that sourcing activity for trucking services is growing at a substantially faster rate than its historical average – to the tune of ~10% higher demand above the norm.

There’s no question that a key reason for this demand growth is because of changes in how consumers shop – with much less reliance on brick-and-mortar retail and more emphasis on online purchasing.

According to freight exchange services provider DAT Solutions (aka Dial-a-Truck), for every 12 loads needed to be moved, just one truck was available during 2018.

That ratio is unsustainable over time. And it doesn’t help that there’s been a persistent shortage of long-haul truck drivers.  That’s actually a 25-year trend, but it’s been becoming more acute with every passing year.

When Walmart finds that it needs to hire long-haul drivers whose all-in compensation approaches $85,000 annually, that’s when you know the fundamentals need to change.

And fundamental change is happening – even if you may not have seen it “up close and personal” yet. A group of manufacturers are working on developing self-driving (autonomous) semi-trailer trucks. Among the companies committed to this initiative are GM, Volvo, Daimler and Tesla.

Driverless trucks are already on the road, including ones developed by Waymo that began delivering freight for Google’s data centers last year. Amazon is hauling cargo via autonomous trucks produced by Embark, another self-driving truck developer.

The rapid pace of development means that it’s quite likely self-driving trucks will become mainstreamed during the 2020s. If that happens, we could then be looking at another set of issues – how to channel sidelined truckers into jobs in other fields.

Perhaps some of those people can find employment in several ancillary industry segments that are benefiting equally well because of shifts in how consumers shop and buy. Naturally, demand is robust and growing in the freight-related categories of crates, pallets and containers.

… On the other hand, it’s probably best if the displaced workers don’t try to get new jobs working at a shopping center …

Which brands are “meaningful” to consumers? Not very many.

What makes a brand “meaningful”? Multinational advertising, PR and research firm Havas SA has studied this topic for the past decade, conducting a survey every other year in which it attempts to rate the world’s most important brands based on consumer responses to questions about select key brand attributes.

According to Maarten Albarda, the methodology behind the Havas surveys is solid:

“It looks at three brand pillars: personal benefits; collective benefits, and functional benefits — and then adds in 13 dimensions like environment, emotional, social, ethics, etc. plus 52 attributes such as ‘saves time,’ ‘makes me happier,’ ‘delivers on its promises,’ etc.”

The Havas research is both global and quantitative — including more than 350,000 respondents in over 30 countries.

The 2019 Havas research shows that ~77% of the 1,800 brands studied don’t cut it with consumers. This finding came in response to the question of whether consumers would care if the brands disappeared tomorrow.

That’s the biggest disparity ever seen in the Havas surveys. Two years ago, the percentage was 74%.

Which brands perform best with consumers? The top five ranked for 2019 are the following:

  • #1 Google
  • #2 PayPal
  • #3 Mercedes-Benz
  • #4 WhatsApp
  • #5 YouTube

Four of these five are brands that are all about “utility” — helping consumers deal with actions (watching, searching and sharing). The odd one out here is Mercedes-Benz — suggesting that there is something enduring about the time-tested reputation for “German engineering.”

What’s equally interesting is which high-profile brands don’t crack the Top 30. I’m somewhat surprised that we don’t see the likes of Apple and Coca-Cola in the group.  On the other hand, Johnson & Johnson comes in at #6, which seems surprising to me because I doubt that J&J has the same kind of consumer awareness as many other brands.

The Havas research reveals that the highest ranked brands are ones that score well on purchase intent and the justification of carrying a premium price. Repurchase scores are also higher, making it clear that a meaningful brand translates into meaningful business benefits.

In addition to reporting on international results, Havas also releases a U.S. analysis. Historically, U.S. consumers have been even more parsimonious in choosing to bestow a “meaningful” attribution on brands.  In fact, the percentage of American consumers earmarking specific brands as indispensable hovers around 10%, compared to the mid-20s across the rest of the world.

The reason why is quite logical: American consumers tend to have more brand choices — and the more choices there are, the less any one brand would cause consternation if it disappeared tomorrow.

Click here for more reporting and conclusions from the Havas research.

Marketing AI and Machine Learning Come Into Better Focus

Artificial intelligence and machine learning are two phrases that have become regular currency in the marketing world over the past several years. It isn’t hard to figure out why, as both AI and machine learning have the potential to help marketers make sense of the ever-increasing volume (and complexity) of raw data that’s become available in increasing amounts, thanks to the digitization of “everything.”

Some people use the two terms interchangeably, but that isn’t exactly right. According to Thorin McGee, director of content at Fast Capital 360, the distinction is subtle yet significant:

  • AI is when you develop an algorithm that allows a computer to “think” for you towards achieving a goal.
  • Machine learning is when you let a computer create an algorithm to find ways to meet the goals you give it, based on large pools of data.

Put the two together, and you have the ability to gain some really deep insights into what your data is actually telling you, thereby improving decision-making success.

On the data front, this great potential is tempered by some significant challenges. Christopher Penn, chief innovation officer of marketing data and analytics consulting firm Trust Insights, characterizes them as the “5 V’s” of data:

  1. Volume — There’s so darned much of it.
  2. Variety — More kinds of data are being churned out.
  3. Velocity — Data is coming at us faster than ever.
  4. Veracity — If data isn’t verified, it can do more harm than good.
  5. Value — In raw form, data isn’t particularly useful. Like oil, data needs to be refined to be of value.

If getting your arms around data seems like trying to hug a stream of water, you aren’t alone in thinking that. Many companies are pretty adept at using data to identify what happened — and maybe even to diagnose problems and why they happened.  But it’s less easy to predict what will happen based on data … and even harder to use data to determine with confidence what should happen.

The biggest challenge — but also the one with the biggest potential payoff — is tapping machine learning to process and use data in forging future business as you wish it to be.

To date, very few companies have come all that close to becoming AI-powered enterprises. But it’s where we’re headed in the coming decade.  It represents one of the biggest opportunities for differentiating one company from another.  But it will require a disciplined and concerted effort:  talent acquisition (developers and data scientists), tapping outside vendors, along with taking available open-source code and building upon that to implement the appropriate marketing technologies.

Oh, and committing to a multi-year initiative and budget even after all of those other pieces are in place.

Surveying the current landscape, are there particular entities that you see as on the leading edge in applying AI and machine learning to their marketing endeavors? Please share your observations with other readers.

New ways to pay: Consumers embrace contactless cards while eschewing mobile payments.

What’s up with mobile payments? They’re the epitome of convenience … and yet most people haven’t taken the plunge.

It’s not as if major retail establishments haven’t begun offering mobile payment capabilities. Apple Pay is now available at three-fourths of the top 100 merchants in the United States (and at two-thirds of all U.S. retail locations overall.)  The stats for Google (Android) Pay are much the same.

But just because the capability is available doesn’t mean that people will start using it. Juniper Research recently analyzed the payment behaviors of consumers in the United States and UK.  It found that just 14% are using mobile payments for in-store purchases.

And even before mobile payments have had much chance to get out of the starting gate, another payment option — contactless credit cards — appears to steal their thunder.

Contactless cards act very similar to the way a mobile device would — by simply tapping a terminal at checkout.

Actually, contactless technology isn’t exactly new; MasterCard introduced cards more than a decade ago, and a number of transit authorities like the Chicago and London subway systems were early adopters.

But a critical mass has now been achieved, and market consulting firm ABI Research projects that by 2022, 2.3 billion contactless cards will be issued annually. Companies such as Amex and Capital One are already in it in a big way, and Chase started sending out contactless cards towards the end of 2018.

For consumers, the “tap-and-go” process of these cards takes only a few seconds — in other words, far faster than EMV chip cards that are the most prevalent current practice. Although a few observers disagree, it’s generally believed that contactless cards are nearly as safe to use as chip cards.

Accordingly, the vast majority of card issuers have zero-liability guarantees against fraud, figuring that the faster speed at checkout is worth it to consumers and vendors when weighed against the marginally higher security risk.

What are your preferred payment practices … and why?

Restaurants face their demographic dilemmas.

There’s no question that the U.S. economy has been on a roll the past two years. And yet, we’re not seeing similar momentum in the restaurant industry.

What gives?

As it turns out, the challenges that restaurants face are due to forces and factors that are a lot more fundamental than the shape of the economy.

It’s about demographics.  More specifically, two things are happening: Baby boomers are hitting retirement age … and millennials are having children.  Both of these developments impact restaurants in consequential ways.

Baby boomers – the generation born between 1946 and 1964 – total nearly 75 million people. They’ve been the engine driving the consumer economy in this country for decades.  But this big group is eating out less as they age.

The difference in behavior is significant. Broadly speaking, Americans spend ~44% of their food dollar away from home.  But for people under the age of 25 the percentage is ~50% spent away from home, whereas for older Americans it’s just 38%.

Moreover, seniors spend less money on food than younger people. According to 2017 data compiled by the federal government, people between the age of 35 and 44 spend more than $4,200 each year in restaurants, on average.  For people age 65 and older, the average is just $2,500 (~40% less).

Why the difference? The generally smaller appetites of people who are older may explain some of it, but I suspect it’s also due to lower disposable income.

For a myriad of reasons, significant numbers of seniors haven’t planned well financially for their retirement.  Far too many have saved exactly $0, and another ~25% enter retirement with less than $50,000 in personal savings.  Social security payments alone were never going to support a robust regime of eating out, and for these people in particular, what dollars they have in reserve amount to precious little.

Bottom line, restaurateurs who think they can rely on seniors to generate sufficient revenues and profits for their operations are kidding themselves.

As for the millennial generation – the 75 million+ people born between 1981 and 1996 – this group just barely outpaces Boomers as the biggest one of all. But having come of age during the Great Recession, it’s also a relatively poorer group.

In fact, the poverty rate among millennials is higher than for any other generation. They’re majorly in debt — to the tune of ~$42,000 per person on average (mostly not from student loans, either).  In many places they’ve had to face crushingly high real estate prices – whether buying or renting their residence.

Millennials are now at the prime age to have children, too, which means that more of their disposable income is being spent on things other than going out to eat.

If there is a silver lining, it’s that the oldest members of the millennial generation are now in their upper 30s – approaching the age when they’ll again start spending more on dining out.  But for most restaurants, that won’t supplant the lost revenues resulting from the baby boom population hitting retirement age.

Despite privacy issues, social media adoption remains as high as ever.

The question is, why?

It seems as though privacy issues in social media have been in the news nearly steadily over the past several years. Considering that, it might come as a surprise that social media adoption remains as high as it’s ever been.

Today, nearly 9 in 10 Americans age 18 or older are regular users of one or more social media sites (interacting at least one or two times per week).

If anything, that’s a higher percentage than before.  So what gives?

Here’s the answer: According to data from a recent survey of nearly 2,200 Americans age 18 or older conducted by Regina Corso Consulting, two-thirds of respondents believe that people on social media should not have any expectations of privacy.  None.

Thus, it seems pretty clear that social media users have factored in privacy concerns and decided that, on balance, the “price of admission” when using social media sites is to leave their privacy at the door. It’s a tradeoff most users recognize, understand and accept.

This isn’t to contend that all users are deliriously happy with their current social media practices. In fact, nearly 40% of the respondents in the Regina Corso survey would like to reduce or stop their usage — but are afraid of what they might miss in the way of news and updates.  The “FOMO factor” is real.

In the end, that’s what Facebook and several other social media giants have long understood:  Once a certain critical mass is achieved, any concerns about social platforms are negated by the sheet universal nature of them.

Just as millions of American choose to reside in places prone to hurricane storm and flooding damage while fully recognizing the potential danger, millions more choose to be on social media despite the privacy risks that everyone has heard about them.

What about you — have you changed your social media behaviors in the wake of news developments over the past several years?

Bait for the phish: The subject lines that reel them in.

To those of us who work in the MarComm field – or in business generally – it may seem odd how so many people can get suckered into opening e-mails that contain malware or otherwise wreak havoc with their devices.

But as it turns out, the phishing masters have become quite adept at crafting e-mail subject lines and content that successfully ensnare even the most alert recipients.

In fact, the phishers actually exploit our concerns about security by sending e-communications that play off of those very fears.

To study this effect, cybersecurity firm KnowBe4 conducted an analysis of the most clicked-on phishing subject lines of 2018. Its evaluation was two-pronged – charting actual phishing e-mails received by KnowBe4 clients and reported by their IT departments as suspicious, as well as conducting simulated phishing tests to monitor recipient behavior.

What KnowBe4 found was that the most effective phishing e-mail subject lines generally fall into five topic categories:

  • Passwords
  • Deliveries
  • IT department
  • Company policies
  • Vacation

More specifically, the ten most clicked-on subject lines during 2018, in order of rank, were these:

  • #1. Password Check Required Immediately / Change of Password Required Immediately
  • #2. Your Order with Amazon.com / Your Amazon Order Receipt
  • #3. Announcement: Change in Holiday Schedule
  • #4. Happy Holidays! Have a drink on us
  • #5. Problem with Bank Account
  • #6. De-activation of [recipient’s e-mail address] in Process
  • #7. Wire Department
  • #8. Revised Vacation & Sick Time Policy
  • #9. Last reminder: please respond immediately
  • #10. UPS Label Delivery 1ZBE312TNY00015011

Notice that nearly all of them pertain to topics that seem important, timely and needing the attention of the recipient.

Another way that KnowBe4 analyzed the situation was by pinpointing the e-mail subject lines that were deployed most often in phishing e-mails during 2018.

Here are the Top Ten, ranked in order of their usage:

  • #1. Apple: You recently requested a password reset for your Apple ID
  • #2. Employee Satisfaction Survey
  • #3. Sharepoint: You Have Received 2 New Fax Messages
  • #4. Your Support Ticket is Closing
  • #5. Docusign: You’ve received a Document for Signature
  • #6. ZipRecruiter: ZipRecruiter Account Suspended
  • #7. IT System Support
  • #8. Amazon: Your Order Summary
  • #9. Office 365: Suspicious Activity Report
  • #10. Squarespace: Account billing failure

Commenting on the results that were uncovered by the evaluation, Perry Carpenter, a strategy officer at KnowBe4 had this to say:

“Clicking [on] an e-mail is as much about human psychology as it is about accomplishing a task. The fact that we saw ‘password’ subject lines clicked … shows us that users are concerned about security.  Likewise, users clicked on messages about company policies and deliveries … showing a general curiosity about issues that matter to them.”

Carpenter went on to note that KnowBe4’s findings should help corporate IT departments understand “how recipients think” before they click on phishing e-mails and the links within them.

How about you? Are there other e-mail subject lines beyond the ones listed above that you’ve encountered in your daily activities and that raise your suspicions? Please share your examples in the comment section below.