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A's Player Development, Slightly Disturbing

You see it in the game threads and recaps every day; Crosby strikes out three times while chasing pitches that were never in the strike zone, Ellis hits an infield pop-up with two on and no outs, Chavez watches strike three go by with RISP, ___ fails to lay down a bunt.  For the last 5 years  I feel like I've been reading the same game recaps every single day.  Maybe thats why I was so impressed by Cust for the first couple of weeks of the season.  He seemed to legitimately improve his approach at the plate. It appeared that he had shortened up his swing, was making more consistent contact, and wasn't striking out so dang much.  This doesn't seem overly impressive at first, that is, until you try and remember the last A's player you can remember making an improvement from the previous year.

Whether it be a player coming in from a trade or a guy that has come up from the minors it just seemed to me like no one ever seems to improve year to year.  Not since the steroid era players of the 1999-2002 teams could I think of a player on the A's roster who had seen consistent improvement from year to year.  Way too often on AN I've made statements like the one above only to be promptly told by the "stat" guys my visual observations deceived reality. So I decided to try and quantify this using some of the statistical software from a Six Sigma quality improvement class I've had this semester.  It's a bit of PITA getting the data in the correct format so thats why I'm a little short on it right now.  What I wanted to do was try and compare the progress of various key players were on the team for more than three years starting after 2002.  A lot of the tests are either a little difficult to apply to baseball stats, or are difficult to understand unless you don't have a strong statistical background, but one I found that provided some cool and clear results were some really basic time series plots. Like I said, since it was a bit of a PITA getting the data in the computer program I just settled on a few guys: Crosby, Ellis, Chavez, Kotsay, Scutaro, and Swisher.

The following tables are time series plots of the BA's, OBP's, and OPS's of the aforementioned players since 2002.

Bap_medium

Obpp_medium

Opsp_medium

It's easy to see there is a clearly negative trend in every guy on there except Swisher, who was ironically traded.  I took it a step further with averages per year and did a trend analysis just to confirm the negative trend.

Ba_medium

Obp_medium

Ops_medium

When the team is struggling like it is now, it's easy to look at past trades or managerial decisions in hindsight.  We can debate all day why Beane dealt Hudson, Harden, Blanton, and Haren for players that have yet to amount to anything.  We can question why Howe, Macha, and Geren have all seemed to be completely clueless at times. Again though, these are easy assertions to make in hindsight.  I don't have access to some of the premium websites like Baseball Prospectus to get detailed player data to determine if certain guys are underachieving or just aren't that good, but I'm fairly certain Daric Barton and Carlos Gonzalez were sure fire MLB level players.  Travis Buck and Ryan Sweeney's continued inconsistencies are also somewhat troubling.  Matt Murton and Charles Thomas never seemed to pan out.  Kieth Ginter anyone?  I don't even want to touch the guys that have left the A's and have since enjoyed success like Andre Ethier, Jermaine Dye, or Carlos Pena.

Anyhow, I'm beginning to wonder if there is something within the A's hitting philosophy that is messing with the players.  Maybe the guys Beane has been trading for actually had potential, but the teaching philosophy of the organization is getting to them.  Back in the day they stressed patience.  At the rate I see guys on the team take fastballs right down the middle and chase balls away, I get to think maybe they are still placing an excessive premium on patience driving up opposing pitchers' pitch counts.  I see a big problem with this when your team isn't loaded with 5 or 6 guys who are going to tally a double digit home run total for the season.

So what do you guys think?  Is there a problem developing hitters within the organization or are the majority of the guys in the organization just lacking in potential?  Also, if anyone has detailed information or  knows of any changes in the organization that may have happened at the start of the negative offensive downturn feel free to contribute.

Edit:  Ellis's stats skewed the data a little bit because of the absent data from 04.  I missed that when I initially made the graphs, so his data actually goes into 2009.  I purposely left the other guys 2009 stats out because of the small sample sizes, but yeah, Ellis's stats are off by one year, because there shouldn't be a point in 2004.

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good post

I think the A’s hitters in general let too many meatballs go right down the pipe, or don’t protect the plate in “tight/close game situations”. I am no stats man by any means and really respect the numbers part because it does bring alot of valuable information to the table. Myself, as an observer of the game, there is a time to work a pitcher and there is a time to hit the damned ball….or just make contact to the correct side of the field for a productive out etc… Frankly, the A’s offensive approach could use a little work.

Zeigler to Geren…."A-Rod? He’s my bitch." -alox

by mrod on May 2, 2009 5:22 PM PDT reply actions   0 recs

That's a kind of odd group to pick

Crosby, Chavez, and Kotsay have been plagued by injuries. Chavez progressed fine (presumably learning the A’s “hitting philosophy” whatever that is) until his back and shoulder crapped out on him. Crosby has been hurt pretty much his whole career. Kotsay was hurt before the A’s got him, played well when healthy (while being a very aggressive hitter who didn’t walk much) and badly when his back hurt so much that he couldn’t sit on an airplane without heading to the DL.

Unless the A’s hitting philosophy is, “Injure your back so badly that you need surgery on it, and also break your leg and tear the labrum in your throwing shoulder,” then I don’t really see what the A’s hitting approach has to do with their performance.

Scoot was a castoff from another organization, who became a major-leaguer with the A’s at a pretty advanced age. I don’t see what the A’s ever did wrong to/with him. BTW, he’s been a more productive hitter with the Blue Jays — with essentially the same BA but more BBs, which would make me think he wasn’t taking enough pitches when he was here. Swisher had his worst year by far with the White Sox (never known for demanding a lot of plate discipline) — the team with whom Jermaine Dye rediscovered his batting stroke (I think JD’s another guy who’s production was hosed by injuries with the A’s). So what should I conclude about teams’ hitting philosophies from that?

Ellis isn’t on the team for his hitting, and even so he was tremendous in 05 and very good (for a GG-caliber 2B) in 2007. Were those the years he was plugging up his ears whenever the hitting coach talked to him? It’s hard for me to look at his stats and say, “He’s clearly being ruined by the A’s hitting approach”.

Lastly, what are the overall league trends during these years? That would seem like a pretty important factor in making this analysis.

"And Julio Franco is batting right-handed!" -- Wayne Hagin, A's radio play-by-play, mid-80s

by Nick on May 2, 2009 5:33 PM PDT reply actions   2 recs

I picked those guys because they were the most constant group of players on the team for the given years.

In those years Chavez played 153, 156, 125, 160, and 137 games. Ellis played 98, 154, 122, 124, 150, and 117. Kotsay 148, 139, 129. Swisher 131, 157, 150. Crosby played 151, 84, 96, 93, and 145. He’s probably the one guy who really lost significant time from injuries, but with Crosby, I think everyone can agree it doesn’t really matter. Ellis missed 04, but otherwise those guys were receiving a ton of playing time.

What about Barry?
"Barry who?" Forst said, and I felt like I was in the middle of a knock-knock joke.

by KMoAsFan on May 2, 2009 5:54 PM PDT up reply actions   0 recs

Exactly, Nick - I'd say the best conclusion you can draw from the data

is that our injured players generally do worse as they get older and more injured. That’s not to say that the A’s draft or develop hitters well, just that Chavez, Ellis, and Kotsay aren’t all that relevant to the question.

I like Cindi. A. She never pretends to know more than she does. B. She has unbridled enthusiasm for her "Hotties," and isn't afraid to show it. -IM4Oakgal

by Nico on May 3, 2009 9:45 AM PDT up reply actions   0 recs

While I agree with the overall premise, pick different players. Also, put in what happened to them after they left the A's.

How about….

Travis Buck
Daric Barton
Kurt Suzuki
Nick Swisher
Mark Ellis

Don't believe in yourself.
Believe in Me who believes in You.

by Zonis on May 2, 2009 5:38 PM PDT reply actions   0 recs

yes.

I was thinking more about the current players on the A’s. still an interesting post.

Zeigler to Geren…."A-Rod? He’s my bitch." -alox

by mrod on May 2, 2009 5:43 PM PDT up reply actions   0 recs

I can do that.

I wanted to play around with a lot more of the guys that recently went through the minors like Cunningham, Buck, Barton, Suzuki, etc. It’ll take a little time to compile all the data though.

What about Barry?
"Barry who?" Forst said, and I felt like I was in the middle of a knock-knock joke.

by KMoAsFan on May 2, 2009 5:46 PM PDT up reply actions   0 recs

Suzuki is the one that will save the A's brass' bacon

He has been better than expected, and only seems to get better every year.

I like Cindi. A. She never pretends to know more than she does. B. She has unbridled enthusiasm for her "Hotties," and isn't afraid to show it. -IM4Oakgal

by Nico on May 3, 2009 9:45 AM PDT up reply actions   0 recs

except

The A’s brass is leaving said bacon the grill too long to become burnt to a crisp. Kurt will be toast in a couple of years unless the A’s start giving him more rest (rest is not sitting once every three weeks). The other problem is that Suzuki really isn’t a great player so there isn’t much saving going on.

by skwid on May 5, 2009 7:40 PM PDT up reply actions   0 recs

I think

A reason for our offensive struggles the last few years has been a mixture of injuries, as others have said, and just not having very many good hitters. I’m hoping that we’ll finally get lucky (or un-unlucky) and have some good hitters come up, produce, and stay healthy. With guys like Cunningham, Carter, Doolittle, and Cardenas there’s hope. Add in (hopefully) established guys like Sweeney, Suzuki, and Buck and we could have a good, young offense for a few years.

Of course nothing ever goes as we hope so I’m sure Buck will be a perennial injured/under-performing player, Sweeney will never fully develop, and the bus carrying Cardenas, Carter, and co. will get lost on the way to the Coliseum and they’ll never be heard of again.

"Their batters are patient to the point that it's annoying." -Ryan Franklin

by Helloooo 1st on May 2, 2009 8:14 PM PDT reply actions   0 recs

There's a pretty powerful argument to be made

that a key component is “starting with terrible hitters.” Far too many ABs lately for Hannahan, Crosby, E. Brown…

I like Cindi. A. She never pretends to know more than she does. B. She has unbridled enthusiasm for her "Hotties," and isn't afraid to show it. -IM4Oakgal

by Nico on May 3, 2009 9:48 AM PDT up reply actions   0 recs

Well just to counter this a bit

The juice helped but under the A’s philosophy Giambi became— for a while— the most feared hitter in the AL; Tejada (OK, I know— he was “Mr. Swing at Everything”) maximized his ability to win an MVP and become a .300 hitter (OK— juice again— I get your drift); Hernandez was a pretty decent offensive catcher; Chavez was close to an All-Star until the injuries got him down;

Some of it frankly is the ballpark. And we didnt have a healthy Jermaine Dye by and large after those first two months. I mean Damon didnt bomb here because of our philosophy— it was the ballpark. T Long was bad everywhere. Ellis has never been more than an average hitter.

by jasonthea on May 2, 2009 9:09 PM PDT reply actions   0 recs

except for the times ellis was an above average hitter

"It's like déjà vu all over again." -yogi berra

by Cheezombie on May 3, 2009 1:57 AM PDT up reply actions   0 recs

I can live with mediocre hitters ...

heck, I can live with injuries, too. And the A’s have had more than their fair share of both the last few years.
What I can’t live with — what continues to drive me crazy year in and year out — is how horrible we are fundamentally. Mediocre hitters should still be able to put the ball in play and drive in runners from third with less than two outs. Mediocre hitters should still be able to hit a ball to the right side in order to move a runner over. Mediocre hitters should still be able to lay down a bunt whenever asked. These are not hard things to do … yet, we fail miserably over and over and over again.
I don’t know if it’s coaching, or what, but I find it appalling that the A’s are consistently so bad at things they should’ve learned in Little League.

I needed a team so I wouldn’t turn into one of the eighty million pink hat-wearing Bud Light-drinking mulleted idiots at Fenway.

by Vacafan on May 2, 2009 10:11 PM PDT reply actions   0 recs

correlation NOT causation

i think all you’ve shown here is that players past their prime perform worse from year to year.

by Livermore on May 3, 2009 10:15 AM PDT reply actions   0 recs

Especially post-surgery

I like Cindi. A. She never pretends to know more than she does. B. She has unbridled enthusiasm for her "Hotties," and isn't afraid to show it. -IM4Oakgal

by Nico on May 3, 2009 10:18 AM PDT up reply actions   0 recs

Prime.

Those guys aren’t past their prime, they were in their prime. Those guys were all in their mid to low 20’s when they started those downward trends, a time when they should have been getting better.

And that correlation vs. causation saying is getting a little cliche. Sure, when shark attacks and ice cream sales go up in the summer neither are related to each other. Other than Kurt Suzuki can you guys name any players that have shown significant improvement year to year coming through the organization? The thing the stat tests give you is a way to identify trends. You can say correlation doesn’t equal causation to every single one of them, but that is the easy way out.

What about Barry?
"Barry who?" Forst said, and I felt like I was in the middle of a knock-knock joke.

by KMoAsFan on May 3, 2009 10:48 AM PDT up reply actions   0 recs

See, I think you have a point but I don't think you choose the best players

to analyze. The single biggest reason Chavez, Ellis, and Kotsay declined was not age or organization/player development; it was physical breakdown.

Better examples would be Barton (who arrived as a “can’t miss” hitter and seems to be getting worse and worse), Suzuki (who is an A’s offensive success story, even if it doesn’t fit your desired conclusion), Crosby (who was probably a scouting mistake, not a development failure), Buck (who has been a total mystery), and Swisher (who hasn’t been a big success or big failure overall).

Which is to say that your thesis is neither right nor wrong based on the career arcs of the 5 players I cite, just to say those are 5 better players to analyze.

I like Cindi. A. She never pretends to know more than she does. B. She has unbridled enthusiasm for her "Hotties," and isn't afraid to show it. -IM4Oakgal

by Nico on May 3, 2009 11:05 AM PDT up reply actions   0 recs

"Those guys were all in their mid to low 20’s when they started those downward trends, a time when they should have been getting better."

Well, the A’s didn’t even get Scutaro or Kotsay until they were 28, at which point Scutaro started a serious upward trend of being in the majors and Kotsay played very well, until his already-injured back got worse. How does any of that tell us anything about the A’s approach to hitting (which, in any case, Kotsay seems to have ignored for the most part)?

Chavez became a really excellent hitter with the A’s — do they get any credit for that? And then his injuries started piling up and his play subsequently deteriorated. Again, how do you look at Chavez’s career and say that the problem is the A’s approach to hitting? If it tells us anything, it should be about the A’s approach to injuries.

Ellis, again, has been very up and down. If his downward performance has to do with the A’s hitting approach, then what happened in 05 and 07? Does he change back to the Royals’ hitting philosophy in odd-numbered years?

The A’s developed Swisher into a very effective young power hitter. Then he started slipping for a year or two, they traded him (to a team that seems to like hitters who swing a lot), and he got even worse. Then the White Sox traded him to the Yankees for peanuts, and he’s started off the year hitting really well again. I don’t think that history demonstrates that the A’s are failures at developing young hitters.

"And Julio Franco is batting right-handed!" -- Wayne Hagin, A's radio play-by-play, mid-80s

by Nick on May 3, 2009 11:12 AM PDT up reply actions   0 recs

man, when was Chavez EVER an excellent hitter?

are we talking about Eric Chavez, the guy they kept to build a team around? the same guy that is just plain awful in RISP situations? he has power, yes, but a lousy knowledge of the strike zone as it pertains to him (I think I could probably pitch to him!!) even when he goes opposite field, its because of power, not hitting prowess.
if this is an example of an excellent hitter, then we are really doomed….

tdwclark

by tdwclark on May 3, 2009 5:06 PM PDT up reply actions   0 recs

It's actually impossible to hit 30 HRs and drive in 100 runs

several years in a row and not be a very, very good hitter. No matter how many of those it “seems” came in meaningless situations.

I like Cindi. A. She never pretends to know more than she does. B. She has unbridled enthusiasm for her "Hotties," and isn't afraid to show it. -IM4Oakgal

by Nico on May 3, 2009 7:29 PM PDT up reply actions   0 recs

how many years did he do that?

and what were his OPS in those years? batting average? ( I know, I know…BA is not a favorite metric, but it still means something doesn’t it?)
I’m not saying Chavez is/was a BAD hitter, just not good, much less excellent.
And when he drove in those RBIs, he had a really good lineup around him (Tejada, Giambi, Jaha, et al). Same with the HRs. This led to him being pitched differently. He’s now a pretty easy out. (In fact, I’d love to see these stats: outs he’s made in DP situations, or when pitched to on the outside part of the plate, etc.)
He has really never demonstrated he is a player to build a franchise around. Its not a knock against him, BB, the A’s or whatever…its just the way it is, and it sucks for us as fans.
And at some point, the numbers MAY lie, at least a little. Statistics are really only relevant when they are measured within the correct context. (ie: one can really make numbers and metrics mean anything…its done all around us everyday).

tdwclark

by tdwclark on May 4, 2009 5:25 AM PDT up reply actions   0 recs

He hit at least 27 HRs and drove in at least 100 runs 4 out of 5 years from 2001 through 2005 ...

the 5th year, he hit 29 but didn’t drive in 100 because he missed 30 games. Over that period, his worst batting average was .269, his best was .288. Over that period, he won a Silver Slugger and received (very minor) MVP consideration 4 times …

He was a very good , relatively young player with all the promise in the world — then his various injuries dragged him down. Any other reading is purely revisionist history.

"It's for your own good. Big strong Devo knows whats best for Poppy" -- Mossback

by devo on May 4, 2009 10:17 AM PDT up reply actions   0 recs

Just go look at his stat sheet on baseball-reference.com

Here it is. If you can look at that — slugging over .500 4 years in a row and .495 the year before that, OPS+’s of 117, 128, 127, 126, and 134 — and say, “meh” then I’d really like to know what you think makes a hitter excellent.

"And Julio Franco is batting right-handed!" -- Wayne Hagin, A's radio play-by-play, mid-80s

by Nick on May 3, 2009 7:48 PM PDT up reply actions   0 recs

see reply to Nico above

and you’ll notice the headline on that page:

>>Death, Taxes, and Chavy flailing at high cheese sponsor(s) this page.

Some things never change. Chavy in the 2001 playoffs: whiffing on face-high fastballs. Chavy in the 2006 playoffs: whiffing on face-high fastballs. Chavy, when are you gonna learn that you’re not supposed to swing at that??? For cryin out loud.<<

And look at the Playoff sheet…not very good. It is a small sample size, but in a lot of ways that same small sample is the one that counts. “My sh*t doesn’t work in the Playoffs” may be true, but its also very flawed.

Listen, there always going to be Chavez supporters and haters…I’m somewhere in the middle. I have just never been comfortable with him as a foundation with which to build around, injuries aside (BTW, injuries still count).

tdwclark

by tdwclark on May 4, 2009 5:33 AM PDT up reply actions   0 recs

I still can't tell what you think of Chavez

In this comment, you say,

Listen, there always going to be Chavez supporters and haters…I’m somewhere in the middle. I have just never been comfortable with him as a foundation with which to build around, injuries aside (BTW, injuries still count).

I thought we were discussing my assertion that he was an “excellent” hitter, not whether he should have been the cornerstone of the franchise. Also, FWIW, in the context of a fanpost about the A’s hitting approach, I think the injuries, in fact, do not count (unless you want to claim that the A’s’ hitting approach leads to more injuries somehow).

On the other hand, in your reply to Nico you say:

I’m not saying Chavez is/was a BAD hitter, just not good, much less excellent.

I’m sorry if this sounds harsh, td, but that’s totally nuts. How on earth is a guy with an OPS+ over 124 for 4 consecutive years (including one season over 130) “not good”? In his time with the A’s, Chavez actually posted higher OPS+s than Tejada — was Tejada also “not good”?

And look at the Playoff sheet…not very good. It is a small sample size, but in a lot of ways that same small sample is the one that counts. "My sh*t doesn’t work in the Playoffs" may be true, but its also very flawed.

6 playoff series: 2 great series (the 2 against the Twins), two good/very good (Yankees 02 and Tigers 06) and 2 really bad (BoSox, both years).

Other than some aesthetic problem (“I hate watching Chavez swing at high fastballs!”) or an impressionistic/anecdotal thing (“He never seems to get a big hit!!”), I really have no idea what your criteria are for evaluating a hitter.

"And Julio Franco is batting right-handed!" -- Wayne Hagin, A's radio play-by-play, mid-80s

by Nick on May 4, 2009 9:56 AM PDT up reply actions   0 recs

i just think the numbers lie a little bit

they come from a good line-up around him, which led to him being pitched differently. I know his numbers were good pre-injury. He just never seemed the guy that could carry the team like a Giambi, Thomas, et al. I know those guys are rare, but BB set the team up to be built around this player.
And dont even get me started on the injuries, not only with Chavez, but with the team as a whole. Its the single biggest reason why this club has declined at the rate it has, and it is NOT just bad luck.
as far as my criteria for an excellent hitter: its a guy who adjusts to how he is pitched. In other words, does he keep the same approach, or does he adjust as he is adjusted to.

tdwclark

by tdwclark on May 4, 2009 5:15 PM PDT up reply actions   0 recs

as far as my criteria for an excellent hitter: its a guy who adjusts to how he is pitched. In other words, does he keep the same approach, or does he adjust as he is adjusted to.

So it has nothing to do with whether he actually produces anything offensively, it’s just about his “approach”? If Cliff Pennington makes adjustments, but can’t even slug .400 at AAA, does that make him an “excellent” hitter? Vlad Guerrero’s approach has always been “swing as hard as I possibly can at everything, even if it bounces or it’s over my head” — he doesn’t ever seem to make many adjustments. Does that mean Vlad’s never been an excellent hitter?

Any criterion for excellence in a hitter that would call Pennington excellent and Vlad not excellent seems pretty bizarre to me.

i just think the numbers lie a little bit

The numbers are a record of what Chavez actually did. They don’t lie.

they come from a good line-up around him, which led to him being pitched differently.

Well, let’s see, his highest-OPS+ season was after both Tejada and Giambi were gone. So I don’t think that assertion — which you make without a shred of proof — has much weight to it. I’d also ask whether you actually apply this standard consistently to any other hitters, but since you haven’t given an example of a hitter you think is excellent, that’s kind of hard to do. Furthermore, aside form runs scored and RBIs (which are very teammate-dependent) there’s never been much evidence that an individual’s basic hitting accomplishment’s depend on who else is in the lineup with him.

And dont even get me started on the injuries, not only with Chavez, but with the team as a whole. Its the single biggest reason why this club has declined at the rate it has, and it is NOT just bad luck.

So you agree it’s about the injuries and not “hitting philosophy”?

"And Julio Franco is batting right-handed!" -- Wayne Hagin, A's radio play-by-play, mid-80s

by Nick on May 4, 2009 5:33 PM PDT up reply actions   1 recs

just give it up, man

no, i dont give examples, stats, etc. I’m just a lowly baseball fan who sees somebody suck, and calls it like I see it. And unlike some folks, I dont have the time or the interest for looking into the numbers that deeply. That doesn’t make me less knowledgeable or less of a fan, so get of the high horse, NIck.
This team sucks, and has for awhile. Can you give me stats for why? Christ, the numbers NEVER tell the whole story. If they were the only criterion, then BB would be a genius, I suppose, instead he is proving to be wildly overrated.
I’m through with this stupid argument.

tdwclark

by tdwclark on May 5, 2009 5:48 AM PDT up reply actions   0 recs

Excellent reply

Results are what matter, not statistics. All I want to know is how well a player performs when it matters, not when the score of the game is 8-1. How in the world did the A’s end up with Matt Holliday instead of Jason Bay?

by Keystone State on May 5, 2009 6:06 AM PDT up reply actions   0 recs

False
I dont have the time or the interest for looking into the numbers that deeply. That doesn’t make me less knowledgeable

That’s wrong. It certainly doesn’t make you less of a fan but knowing less makes you less knowledgeable. As to keystone, statistics ARE results.

"There's never enough time to do all the nothing you want" -Bill Watterson

by nevermoor on May 5, 2009 8:48 AM PDT up reply actions   0 recs

What I have found - and I mean this seriously - is that

statistics are a keystone to understanding and predicting results, and they are a keystone to completely misunderstanding and being unable to predict results. A little knowledge is a dangerous thing, a lot of knowledge is a great thing, and nothing can replace the ability to think and put data into proper context.

I like Cindi. A. She never pretends to know more than she does. B. She has unbridled enthusiasm for her "Hotties," and isn't afraid to show it. -IM4Oakgal

by Nico on May 5, 2009 10:38 AM PDT up reply actions   0 recs

And What Context Would That Be...

predicting outcomes of sporting events? If that were so,a computer would certainly be able to predict the outcome of every sporting event, based on the statistics. The only problem is that there are innumerable intangibles that enter into the picture. Intangibles that not a lot of A’s players appear to possess at this point in time.

by Keystone State on May 5, 2009 10:43 AM PDT up reply actions   0 recs

A computer (PECOTA) does consistently, year in and year out ...

out predict the experts …

It’s not perfect, but why would we expect it to be when we never would expect people to be?

"It's for your own good. Big strong Devo knows whats best for Poppy" -- Mossback

by devo on May 5, 2009 10:54 AM PDT up reply actions   0 recs

Dude

you need to get some kind of life!

by Keystone State on May 5, 2009 10:57 AM PDT up reply actions   0 recs

?

I have a great life.

I work a stimulating job, I have a very active social life and lots of great friends, I am involved in a number of outside organizations, primarily athletic and political, I am active in my church, I have a fantastic vacation to Peru planned for next month, I have a loving family and the cutest, sweetest little dog in the world …

Most people wish they had my life.

"It's for your own good. Big strong Devo knows whats best for Poppy" -- Mossback

by devo on May 5, 2009 2:23 PM PDT up reply actions   0 recs

good lord

"True fact: In a global thermonuclear war, the only human who would survive would be David Eckstein" -PT

by travdog6 on May 6, 2009 2:44 AM PDT up reply actions   0 recs

I absolutely agree

My point is that saying “the fact that I choose not to know something doesn’t make me know less” is wrong.

"There's never enough time to do all the nothing you want" -Bill Watterson

by nevermoor on May 5, 2009 12:32 PM PDT up reply actions   0 recs

WRONG

Individual statistics are NOT results…wins and losses are results (i guess they are a statistic, but not an individual one)!

by Keystone State on May 5, 2009 10:39 AM PDT up reply actions   0 recs

Wins and Losses are not results for individual players ...

"It's for your own good. Big strong Devo knows whats best for Poppy" -- Mossback

by devo on May 5, 2009 10:48 AM PDT up reply actions   0 recs

A strikeout isn't a result?

A walk isn’t a result?
A single isn’t a result?

"There's never enough time to do all the nothing you want" -Bill Watterson

by nevermoor on May 5, 2009 12:31 PM PDT up reply actions   0 recs

Umm ...

Eric Chavez was 27 when the downward trend began …
Mark Ellis had his second best season at 30 …
Mark Kotsay was 28 when he joined the team and started downhill at 29 …

Marco Scutaro was also 28 when he joined the team and generally got better over his years in Oakland …

Bobby Crosby was just never that good though he has seemed to improve a bit of late.

The problem with these players (aside from Scutaro) is that BB committed long term money to them without properly assessing and/or dealing with their health issues. Old players (Kotsay, Ellis, Scutaro) tend to get worse, injured players tend to get worse (Crosby, Chavez, Ellis, Kotsay), old and injured players tend to get a lot worse. Reading anything more into this data is silly.

"It's for your own good. Big strong Devo knows whats best for Poppy" -- Mossback

by devo on May 3, 2009 5:54 PM PDT up reply actions   0 recs

27 and 28 still isn't old.

What about Barry?
"Barry who?" Forst said, and I felt like I was in the middle of a knock-knock joke.

by KMoAsFan on May 3, 2009 5:59 PM PDT up reply actions   0 recs

Ellis/Kotsay did not start downhill until 31 and 29, respectively ...

and 27, when Chavez started downhill, is not a terribly out of the ordinary age for players to start to decline …

But, ultimately, as I said below — there is a 100% correlation with injuries, why would we possibly go with any other explanation?

"It's for your own good. Big strong Devo knows whats best for Poppy" -- Mossback

by devo on May 3, 2009 6:14 PM PDT up reply actions   0 recs

Where the Hell you been?

Good points, though.

The monster at the end of this blog.

by grover on May 4, 2009 8:38 AM PDT up reply actions   0 recs

I've been around ...

posting maybe an average of 1-2 comments a day … I’ve been really busy … still am …

"It's for your own good. Big strong Devo knows whats best for Poppy" -- Mossback

by devo on May 4, 2009 10:18 AM PDT up reply actions   0 recs

Know the feeling...

The monster at the end of this blog.

by grover on May 4, 2009 10:22 AM PDT up reply actions   0 recs

sample may not be best, but still a very valid post

I agree with those that question the specific players chosen (too many injuries), but I still think there is a valid point here. Since Giambi, Tejada, and pre-broken Chavy, who, other than Swisher, has improved offensively during their time with the A’s? And why do many of our acquisitions due worse here than anywhere else?

Zito: You ever think about the space time continuum?
Huddy: Uh... no.

by mendelbob on May 3, 2009 11:15 AM PDT reply actions   0 recs

Ellis did. He was acquired as a minor piece in a trade,

whom the Royals knew played solid defense but he wasn’t regarded as being able to hit enough to be worth much even with his good defense.

Ellis went on, in 2002-2007, to be a 12-19 HR guy who hit LHP really well and whose average was .272, .276, and .316 in three of his five seasons (around .250 in the other two).

I like Cindi. A. She never pretends to know more than she does. B. She has unbridled enthusiasm for her "Hotties," and isn't afraid to show it. -IM4Oakgal

by Nico on May 3, 2009 11:35 AM PDT up reply actions   0 recs

ok, so i didn't plan to reply to myself when i posted, but

after thinking about this for another minute, there may be plenty of examples of players that improved or played better here than elsewhere:
Hatteberg, Durazo, Cust. I suspect Suzuki will improve also.

Anyway, maybe Beane caught some lightening when the A’s developed the big three and Giambi, Tejada, and Chavy all at the same time, and maybe that wonderful stretch has left us expecting too much.

Zito: You ever think about the space time continuum?
Huddy: Uh... no.

by mendelbob on May 3, 2009 11:37 AM PDT up reply actions   0 recs

Maybe it's A's fan syndrome

but I’m still worried about Cust. Hits and walks went down in 2008. He’s looking good so far in 2009, but I’m preparing myself for another A’s career downward slide.

"No matter what I talk about, I always get back to baseball." - Connie Mack

by GoA's on May 3, 2009 11:43 AM PDT up reply actions   0 recs

Ellis had one good year.

Hatteberg was solid, but he didn’t do much different than what he did in Boston. In fact he may have actually been better in Cincinnati after he left Oakland.

I don’t want to misconstrue my purpose for doing this. I didn’t believe there was a lot to gain from looking at veteran players, or guys who only played one or two years. I think it gets to the point with a lot of the veteran guys were nothing a coach is going to say is going to change their approach, or they are already in their decline. There are guys that have come in and seen success like Byrnes, Cust, Durazo, and Thomas, there are also guys who have been “blah” like Jason Kendall, Jay Payton, Bobby Kielty, Mike Piazza, and Chris Singleton.

My main concern is the lack of any improved development year to year. I noticed on baseball -reference today they display mean stats for each player at every organization and also league level. I’m thinking about performing some ANOVA tests on the data to see what it shows. What guys not previously looked at would we be most concerned with about development though? They don’t
necessarily still need to be in the organization because their results at the new clubs could be telling.

I’m thinking Sweeney, Buck, Barton, CarGon, Denorfia, Cardenas, Carter, and maybe Pennington.

What about Barry?
"Barry who?" Forst said, and I felt like I was in the middle of a knock-knock joke.

by KMoAsFan on May 3, 2009 12:39 PM PDT up reply actions   0 recs

I'd probably add Byrnes to my list of guys who developed well in Oakland

I’ll probably never forgive him for not touching the plate against boston, but that guys seemed to get better every year he was here.

Zito: You ever think about the space time continuum?
Huddy: Uh... no.

by mendelbob on May 3, 2009 4:53 PM PDT up reply actions   0 recs

Ellis had one fantastic year, one good year ...

2005 and 2007, respectively, and three more solid years. Missed games aside, he hasn’t had a single season that most teams wouldn’t have been very happy to get from their starting 2b.

Eric Byrnes came through the A’s farm system, Jack Cust was not young, but he was certainly not an MLB veteran upon joining the A’s, Durazo, similarly, got his first full season of work with the A’s …

100% of the players who showed meaningful downward trends all suffered through significant injuries.

100% of the players who did not snow meaningful downward trends did not suffer through significant injuries.

But the problem is with development? Umm …

You might consider, though, that in order to have downward trends, players have to have developed pretty well to begin with …

"It's for your own good. Big strong Devo knows whats best for Poppy" -- Mossback

by devo on May 3, 2009 6:11 PM PDT up reply actions   0 recs

Don't include the Phillies...

in that list of teams. Utley makes Ellis look like a chump.

by Keystone State on May 5, 2009 10:44 AM PDT up reply actions   0 recs

The best secondbaseman the league has seen in a long time is in fact batter than Mark Ellis ...

fair point …

"It's for your own good. Big strong Devo knows whats best for Poppy" -- Mossback

by devo on May 5, 2009 10:53 AM PDT up reply actions   0 recs

Now I'm not an Ellis hater...

but to call a year when he hit 19 HR and had 76 RBI a fantastic year is quite a stretch. If you want to reference fantastic years by second basemen, you might want to look up guys like Chase Utley and Ryne Sandberg, now they had some fantastic years! The bottom line is that Mark Ellis is no better than an average offensive second baseman, using any criteria (except the lifetime stats of Shooty Babbitt and Mario Mendoza).

by Keystone State on May 5, 2009 11:08 AM PDT up reply actions   0 recs

Another failure - Dan Johnson

Remember 2005?

Crosby still had potential (delayed by, wait for it, injury) Dan Johnson performed well, and we all waited for him to get better. Then came vision problems in ’06, a very painful ’07 campaign, and now he plays in Japan.

"No matter what I talk about, I always get back to baseball." - Connie Mack

by GoA's on May 3, 2009 11:38 AM PDT reply actions   0 recs

Disagree with the premise of this post

As other people have mentioned, there are many, many players who have developed on the A’s. Byrnes (108 OPS+ with A’s, 93 OPS+ with DBacks), Swish, Scoot, Zook, Miggy, Jason, Chavy (til he got hurt), Hatteberg, Ramon, and Billy McMillon (OK, scratch that last one).

Crosby was a legitimate flameout. If more A’s prospects turned out like him this argument could be legit. though to be fair he was never even an average hitter in the full season and his minor league numbers weren’t overwhelming.

Every organization has guys like TLong and Dan Johnson, not to mention Murton and Chuck Thomas, fringe prospects who don’t pan out (and besides, T had by far his best years with the A’s.)

I don’t think the three months Carlos Pena spent with the A’s organization delayed his breakout five years.

Not that I frequent the A’s clubhouse, but my understanding from Moneyball and elsewhere is the A’s don’t tinker a lot with players’ approaches at the major league level. I can certainly never remember a player claiming he was struggling because the manager/hitting coach was forcing him to do something a certain way, though they often complain publicly about the medical staff/other aspects of the organization. If we were teaching our players bad approaches it’d be felt at the minor league level, but it doesn’t seem like that’s the case either.

by swatnick on May 3, 2009 5:42 PM PDT reply actions   0 recs

There are two questions at the heart of this fanpost

1) Are the A’s worse at developing young hitters than other organizations?
2) If so, why?

Those are great questions. I just don’t think you’ve answered them. You’ve selected an odd, injury-plagued set of players to analyze, and you haven’t compared them to any other team’s players. And you haven’t given any real reason to conclude that the A’s “hitting philosophy” is to blame (rather than, say, lots of injuries).

"And Julio Franco is batting right-handed!" -- Wayne Hagin, A's radio play-by-play, mid-80s

by Nick on May 3, 2009 7:55 PM PDT reply actions   1 recs

+1

I feel like you could make a list of players like this for any team. The Dodgers traded Pedro for Delino DeSheilds. The Twins straight up released Ortiz. The Astros left Johan Santana off their 40 man roster and he was plucked off the rule 5 draft. With Ortiz I’ve heard it argued that he straight up could not have become a good player if he stayed with the Twins because he wasn’t “their type of player” (I’m guessing these people didnt think Justin Morneau was their type of player either). Every organization has tons of prospects who don’t pan out for one reason or another, especially if you define guys like Chuck Thomas and Keith Ginter as prospects.

I hate watching the A’s have boneheaded atbats as much as the next guy but I don’t see any evidence of systemic failure of developing their hitters.

by swatnick on May 3, 2009 11:01 PM PDT up reply actions   0 recs

I completely agree.

Thats not exactly what I’m trying to determine though. Those fringe prospects that don’t work out, or superstars that come out of nowhere aren’t really what this post is about. Those are more personnel and scouting decisions. It’s been done a million times already, but we could get into debate theorizing why Beane has been a poor talent evaluator the last 7 years, but again thats not what it’s about.

I wanted to try and figure out why the A’s offense has been in the bottom half of the league since 2003. That is not an opinion, hypothesis, or blind assertion, that is fact. There are obviously some reasons for it. What they are, I have no clue. Whether it be based on the aforementioned personnel decisions, poor organizational teaching, more stringent steroid testing, or something completely different. Regardless, Beane and Co. have been failing miserably at getting quality offensive talent into the big leagues, otherwise the offense would actually be decent. It’s pretty sad when there isn’t one home grown talent that is worthy of starting on anyones fantasy baseball team… I came up with this post because I didn’t think anyone had really investigated the possibility of poor organizational player development. Which as I’ve come to find out, due to a ton of factors, is extremely difficult to analyze.

There are tons of home grown players developing into stars around the league. Look at the Marlins, Red Sox, Phillies, Cardinals, Brewers, Rangers, Braves, Indians, Rays, and Twins. These teams are constantly reloading with young talent that continually propagates through their systems. While guys like Braun, Utley, Rollins, Ramirez, Youkilis, Ellisbury, Pedroia, McCann, Sizemore, Cabrera, Quentin, and Kinsler are tearing it up for their respective teams we are sitting over here trying to justify Oakland’s player development by citing the success of Eric Byrnes… Maybe these teams were futile for long enough to build up a huge stable of high level draft picks, but it still doesn’t explain why the players within the A’s organization aren’t showing any signs of improvement or making an impact in the major leagues.

Again, I don’t have a huge level of access to those premium prospect type sites, but I really wonder what makes Evan Longoria turn out so much better than Bobby Crosby? Or Grady Sizemore so much more successful than Travis Buck? Or Carlos Pena that much better than Daric Barton? Aren’t those guys supposed to be on the same talent level? I’d really like to continue evaluating this somehow. Guys that have been in the A’s farm system and organizations seem to be the best candidates; like Ryan Sweeney, Matt Murton, Carlos Gonzalez, Eric Patterson, Andre Ethier, and John Baker. Otherwise there isn’t much of an argument to make in regards to the development of players who have never left the organization, because other than Kurt Suzuki there isn’t much to talk about.

What about Barry?
"Barry who?" Forst said, and I felt like I was in the middle of a knock-knock joke.

by KMoAsFan on May 4, 2009 1:05 PM PDT up reply actions   0 recs

Silly comparisons ...

Evan Longoria was the third overall pick, Bobby Crosby was the 25h. There’s no basis for comparison there, what-so-ever. Bobby Crosby, as disappointing as he may have been, has vastly surpassed any reasonable expectations for a typical 25th pick.

Grady Sizemore v Travis Buck would be similar, except Sizemore was a top prep football recruit as well as a baseball star. He had signed a letter of intent to play for UW and, though he dropped in the draft, he signed for well above slot — and more than twice as much as Buck got 6 years later.

Carlos Pena was considered a bust until 2007, at the age of 29. Daric Barton also has a full season of PAs behind him, despite being younger than Pena was when he made his MLB debut. He was also the #10 pick v Barton being at the end of the round.

If you want to study this, you need to establish reasonable baselines — comparing players to what could reasonably be expected, given their age, pedigree, performance to date, etc …

Here’s a relatively simple way of doing it. Take EVERYONE’s PECOTA, compare it to their performance. An average team should, overall, match that over time. If a team consistently exceeds that, they are probably doing something particularly right in terms of player evaluation/development. If a team consistently falls short, they are probably doing something wrong.

"It's for your own good. Big strong Devo knows whats best for Poppy" -- Mossback

by devo on May 4, 2009 2:22 PM PDT up reply actions   1 recs

+1
Carlos Pena was considered a bust until 2007, at the age of 29. Daric Barton also has a full season of PAs behind him, despite being younger than Pena was when he made his MLB debut. He was also the #10 pick v Barton being at the end of the round.

Just to put this in more perspective: Carlos Pena is 5 months younger…than Eric Chavez.

And your last paragraph is exactly right.

"And Julio Franco is batting right-handed!" -- Wayne Hagin, A's radio play-by-play, mid-80s

by Nick on May 4, 2009 5:38 PM PDT up reply actions   0 recs

Nice, Nick

The monster at the end of this blog.

by grover on May 4, 2009 8:35 AM PDT up reply actions   0 recs

Great observations

I’m so tired of watching A’s hitters take strike 1 right down the middle with RISP, it’s no wonder they never drive in any runs. The objective on offense is to score runs NOT to see how many runners you can get on base. Getting runners on base means absolutely nothing when you can’t drive them in!

by Keystone State on May 5, 2009 5:59 AM PDT reply actions   0 recs

KMoAsFan

I just wanted to chime in here with some appreciation for your post – it’s one of those rare posts that I appreciate even though I don’t particularly agree with the thrust of its arguments.

I actually do agree that it’s an open question how well the A’s develop their prospects (and also how well they evaluate their prospects). I also respect that you obviously took considerable time and energy to explore the topic, and have been basically open and non-defensive in this thread in talking these things through.

That said, I agree 100% with Nick and devo’s excellent critiques of your methodology in this thread, to the effect that your approach does not really work to answer the questions you pose. If you plan to devote more time to this issue in the future (I know, I know, those of us – meaning just about all of us – without well-capitalized trust funds can hardly find the time to do these questions justice), I’d suggest following their methodological pointers to explore the issue more deeply. They’re not steering you wrong.

BTW, what does the KMo in your screen name stand for? I find I’m placing you in Kansas City, but it occurs to me I’m almost certainly wrong – if that’s what you meant, you’d probably have put it as KCMo. But no matter what you answer, I’ll probably be stuck associating you with Kansas – my brain is no longer supple enough to slough off well-established first impressions.

by Faust on May 5, 2009 6:55 PM PDT reply actions   0 recs

Thanks for the feedback!

You’ll be disappointed in the screen name derivation though. K-Mo is just a nickname all my friends have taken to calling me. It started in high school and somehow got started again by completely different people at college.

What about Barry?
"Barry who?" Forst said, and I felt like I was in the middle of a knock-knock joke.

by KMoAsFan on May 5, 2009 7:40 PM PDT up reply actions   0 recs

It would be interesting to compare the A's and the Rangers

Seems like the Rangers develop a ton of hitters and no pitchers while the A’s do the opposite. It would be interesting to compare these observed trends statistically.

Zito: You ever think about the space time continuum?
Huddy: Uh... no.

by mendelbob on May 6, 2009 10:10 AM PDT reply actions   0 recs

A lot, though certainly not all, of that is perceptions, based on ballparks ...

Particularly in regards to the Rangers. Generally speaking, their offenses have been pretty thoroughly overrated and their pitching staffs unfairly maligned. This isn’t to say that their pitching staffs have been good or their offenses bad — more that their offenses have generally been closer to average and their pitching staffs closer to sub par than horrendous …

"It's for your own good. Big strong Devo knows whats best for Poppy" -- Mossback

by devo on May 6, 2009 11:26 AM PDT up reply actions   0 recs

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