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When to Use Star Ratings Versus Pass/Fail

Posted on December 4, 2014 by Jeremy Toeman

If you’re a Uber/Lyft user, you’ve probably noticed a recent trend of drivers asking for 5-star reviews at the end of your ride. While this might seem normal for any service where reviews/ratings matter, what you may not know is this: drivers whose ratings hit 4.5 or lower get fired. In other words, when you see the 1-5 stars and click on 4-stars (a good review), you are actually saying “fire this person” to Uber/Lyft.

This, in my opinion, is a very bad use of a ratings system. First, we’ve been trained through our lives that 3 stars = “acceptable”, 4 stars = “good”, and 5 stars = “perfect/great”. For reference, that’s the equivalent of a D, B-, and A+ grade. And an A+ is supposed to be exceptional/rare. Further, if these companies are basically saying “only great drivers can remain employed” – that’s fine, but they need to train the customer in a way that makes sense.

Another example of poorly used 5 stars is Yelp. Ever see a 2-star restaurant on Yelp? Pretty rare. Took a *lot* of searching to find the following:

worst sushi - yelp

 

Any frequent Yelp user knows 4/4.5/5* = likely to be good, 3.5* = worth trying, and 3* and below should be skipped if at all possible. At least this is *closer* to a real review system, but the problem with Yelp lays in the reviewers. I’ve seen reviews of restaurants wherein people only discuss the cocktails at the bar, or give “4* for food, but 1* for service” reviews. This makes no sense as a method of judging a restaurant – and is the core to why professional reviewers exist.

Comparing, for just a moment, to services such as Metacritic and RottenTomatoes:

rotten tomatoes metacritic

Very clear ratings, lots of transparency, lots of meaningfulness in gradients.  Gives me enough information to make decisions on. Reviewers aren’t liking the above film, but early audiences are. Now I can make a choice and know what I’m getting into. There’s nobody rating a movie because of the popcorn quality in the theater, whether or not the ticketing process went smoothly, or if someone was polite to them or not. So I propose two options:

1. If it’s a pass-fail thing, make it so.

When I get out of a Lyft/Uber ride, it seems that the company wants to know, basically, should this person continue to be a driver? If that’s the question, then just ask it. Pass/Fail – all done. Then if I choose “Fail” they can quickly follow-up, determine the nature of my complaint (bad routing? rude? smelly car?) and take action. Further, drivers can be informed that XX Fails per month = terminated. Also, the same would work in reverse – was the passenger someone who shouldn’t be permitted to continue using the service? If so, determine why, take action, move on.

As an aside, I do think both companies should have a GE-like “bottom 5% of passengers get fired as customers” type of policy. I hear so many complaints from drivers about the rudeness and demands many passengers make it baffles me. Really people? And you wonder how taxi drivers got that way.

2. If it’s a scale, but with nuance – ask different questions.

If Yelp really wants to make scores relevant, the 5-star system should have criteria. For example, users should be asked to rate Food, Service, Ambiance, and an Overall Score. I don’t mind discovering that a place has mediocre food but great drinks and service – but that should be obvious from the get-go.

If Uber and Lyft want to know what I really think about my ride, ask me about the driver’s Safety, Routing, and Politeness (or other factors, as needed). I’ve often found drivers that were super friendly and prompt, but had terrible driving instincts (likely related to the roughly 3% of San Francisco area drivers who actually live here as opposed to Alameda or Sacramento).  Compare either service to Tripadvisor:

tripadvisor

I’d actually complement Tripadvisor at the single most useful ratings criteria sorting system I’ve ever seen. The simple nuance of sorting based on Vacation versus Business travel is *huge*. I can quickly re-sort the above hotel to ignore Families, and watch how the Traveler Ratings change as a result.

What about being able to set a preference for Lyft/Uber drivers who are rated highly based on Driving as opposed to Social? Or can I please view Yelp reviews, ignoring anyone who dines at a different budget than me? It’s not that any of these ratings or opinions are invalid, just not always helpful when combined and out of context.

In the meanwhile, I’ll go back to seeking out 4.8 or above drivers. Because those 4.7 people are terrible.

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Posted in General | Tags: lyft, ratings systems, tripadvisor, uber, yelp | 1 Comment |

My New Year's Tech Resolution: Quitting Real-Time

Posted on January 2, 2013 by Jeremy Toeman

Let’s take a long trip back in time.  Let’s remember a world where you were running a little late for a dinner date with friends, and you just showed up a bit late, no texts.  You got to the restaurant and didn’t check-in on Facebook, Yelp, or FourSquare (oh, and you didn’t even use Yelp to find the restaurant, or double-check that it has 4 stars, you just heard about it from a friend).  When the menu arrived, you read it, picked the item(s) that looked good, and placed your order, and if you wanted to know what was the most popular, you asked the waiter.  While waiting for the food, you drank wine and chatted with your friends.  When the meal arrived, you didn’t take a picture of it (or apply a filter) and shared with others.  If the service was lousy, you told the manager, not your Followers or Friends.  When you finished up the meal, you drove home, without using crowd-sourced GPS to get there.  And as a final note, at no point in the meal did you get interrupted by others sharing equally unimportant minutia with you, but if they really *really* needed to track you down, maybe you got a call.

If you are under 25 and reading this, the above probably sounds like a nightmare, but trust me, it wasn’t.

I think it’s time to admit that living in “real-time” is a bit of a disaster, and there’s tons of studies arising that lend evidence to social media (among other things) as problematic to society (here’s a funny take, but full of facts on the topic).  But you really don’t need the studies, just some common sense.  We’ve evolved over millions of years (or, as they teach in several US States – a few thousand plus some fairy dust) and until the last half a decade, the only thing that was really crucial to do in real-time was running from sabre-tooth tigers, which we were actually pretty good at.

Since I started writing this a few minutes ago I’ve received two texts and one IM – every one of which disrupted my writing and thinking.  Thankfully I had already closed my email client (something I plan to do much more frequently), and I have push notifications OFF for Facebook and Email on my phone.  But that’s a core to it: we’ve somehow made ourselves constantly interruptible, and I can’t see how anything good comes of it.  How do you think deeply on anything if your pocket is buzzing, the corner of your screen is flashing, and other little whooshing and tweeting sound effects keep rolling by.

If you are reading this and thinking “that guy’s just an old-fuddy-duddy” (which, to be fair, no young person today would ever actually say), and you are also patting yourself on the back because YOU are a great multitasker, go take a break from this piece, google “multitasking myths” (or just read this) and then come on back.  Bummer, eh?

And it’s not just about getting stuff done, as that too is just massively overrated.  It’s about a lack of peace and calmness. When do we take time anymore just to do nothing.  Even standing in line for a coffee (which is, of course a take out coffee, since there’s no time to just sit in a cafe and enjoy a hot cup of coffee in a real cup) everyone’s on their phones, doing stuff.  The human brain actually needs time, every day, just to do nothing and process all of the events that are transpiring (great article here on “doing nothing”).

So what am I doing?  Focusing on purposeful activity, single-tasking, and shutting down virtually anything that expects me to deal with it imminently, as there are truly very few events which can transpire that I must reply to in real-time.  Somehow I doubt this will negatively impact either my professional or personal life in any way.   This doesn’t mean I won’t use services like Yelp, Twitter, Facebook, IM, and the like – it just means I’m getting a lot more comfortable turning them off for long stretches.

My focus in 2013: Enjoying the moments, and having them for myself – not others.  Enjoying the view, not the retweets of the photos. Enjoying the funny/cute/silly kids, not worrying about grabbing the camera, nor counting the likes or comments.  Enjoying walking into an unknown restaurant, ordering anything I like, getting delighted by it, and telling a friend about it some other time.  Sorry real-time, I’m pushing pause.

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Posted in General | Tags: calm, checking in, facebook, foursquare, getting things done, peace, productivity, social media, twitter, yelp | 2 Comments |

My Top 10 iPhone Apps in 2011

Posted on December 23, 2011 by Jeremy Toeman

Sharing your favorites seems to be the hip thing to do, so I thought I’d share my absolute favorite apps on both my iPhone and iPad (not including any default iOS apps).  These are basically the apps I use all the time, and really enjoy using. There’s also quite a few apps I use daily, but might not like as much, as well as apps I think are amazing, but only use on a very infrequent basis.  And there are also apps I don’t much like and rarely use, but I didn’t really see the point in including those…

One other note – I picked apps from all categories, including games, social, etc. Also, I didn’t deliberately pick 10, it just worked out that way.  First up – iPhone fave’s (in no particular order, btw).

Chef’s Feed

Chef’s Feed is a fun app for foodies (wannabe foodies as well).  The app has a list of the “top” chefs of a city, and said chefs have picked their favorite dishes (not restaurants) to eat.  The app lets you make a bucket list of dishes that appeal to you, and also is a handy way to find a good bite when you aren’t sure what to eat. Free app.

Words With Friends

It’s like Scrabble, only more “balanced” so players at many levels can really enjoy the game.  Vocabulary and knowledge of “Scrabble words” is very helpful, and tile placement strategy is essential to win, but regardless, it’s possibly the best non real-time game time waster app out there. Free and paid versions.

Camera+

It’s a good photo taker, but more importantly it’s a fun photo editor/filter.  Simple effects, easy cropping, and simple sharing (though I wish they’d just let me send images instead of creating a whole new link/web system). Paid app.

Test Flight

Simply put: Test Flight lets app developers send you their apps prior to putting them in the iTunes App store. It’s great for previewing or testing out apps in development. If you are an app developer and are not using Test Flight, you should start now.  Free to consumers, paid by developers.

GrubHub

GrubHub is an app that replaces all the crappy little delivery menus restaurants leave on your door (though hey, free rubber band).  They have tons of local restaurants, plus in-app ordering, and, as pictured above, an order history which makes it super convenient to remember where you liked (or hated) to eat.  Free app.

Starbucks

Yeah, I know, cliche, whatever. You prefer Blue Bottle, great, so do I, but $12 for a latte that takes 45 minutes to make doesn’t always work out for me. The Starbucks app does one main thing: let me not have to carry my Starbucks card around.  Nice.  Free app.

Flashlight

Guess what this app does?  Free.

Temple Run

After Words, Temple Run is the next best time-killer game I know.  Basically, you run, and run, and run, and then run a bit more.  You jump, duck, pivot, and you turn yourself around, and that’s what it’s all about.  Free.

Pandora

Free personalized radio on your iPhone.  Any questions?  Nah, I didn’t think so. Great for road trips.  Free.

Zite

Gosh I love Zite.  Zite brings me articles I want, on topics I like, and does so with sickeningly good accuracy.  While Twitter (and vis-a-vis Flipboard, Pulse, etc) are great for bringing me feeds on a variety of topics, the one thing these apps fail to deliver for me is topical content based on my interests, not my followers or those I am following. I open Zite, I find content I like.  Life is good. Oh, and – free.

That’s my list of favorite iPhone apps, hope you enjoy.  Here’s the quick list of “runners up”:

  • Plants vs Zombies – it’s fairly new to me, I’m having fun playing but I’m not sure how long it’ll hold my interest.  Could be a winner, not sure yet.  Paid.
  • WhiteNoise – self explanatory. Free and paid versions.
  • Flixter – movie lookups (solid app, just don’t get to see many movies).  Free.
  • IMDB – satisfies inner movie nerd needs. Free.
  • Path – just started experimenting.  Beautiful app design. Does all that Facebook stuff, only without the massive invasion of privacy.  Also, just for your real-world friends (you remember those, right?). Free.
  • Twitter – read description of Path above.  Now think the opposite of it.  Free.
  • Yelp – great to look up restaurants I already am thinking of going to. Not useful as a restaurant recommendation/finder app.  Free.
  • CardMunch – take picture of business card, scans it, sends to the Internet, comes back as LinkedIn contact.  Previous version of app was notably better than current, but still works great. Free.
  • Expensify – if you do a lot of business expensing, you must have this app.  Free.
  • Sonos – controls my Sonos.  Would be on the must-have list, but I know not everyone has a Sonos.  Free.
  • AppShopper – great app, lets you create a “wishlist” of apps you want, then notifies you when they go on sale.  Free.
  • iHandy Level – it’s a level.  comes in handy.  Free.

Anything you think I should check out – leave a comment!  iPad version of this list coming soon!

ps – I’d include Dijit, but that’s cheating. 🙂

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Posted in Mobile Technology | Tags: apps, appshopper, camera+, cardmunch, chef's feed, dijit, expensify, favorites, flashlight, flixter, grubhub, imdb, ios, iphone, pandora, path, plants vs zombies, sonos, starbucks, temple run, testflight, twitter, whitenoise, words, words with friends, yelp, zite | 1 Comment |

About

Jeremy Toeman is a seasoned Product leader with over 20 years experience in the convergence of digital media, mobile entertainment, social entertainment, smart TV and consumer technology. Prior ventures and projects include CNET, Viggle/Dijit/Nextguide, Sling Media, VUDU, Clicker, DivX, Rovi, Mediabolic, Boxee, and many other consumer technology companies. This blog represents his personal opinion and outlook on things.

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