Tuesday, July 10, 2007

Prior Trap Preview

Arnold Kling has an interesting post on Inequality, that references Brink Lindsey's piece in the Wall Street Journal.

My October talk at GMU is going to be on the same issue that Lindsey refers to as the Culture Gap.

The type of facts that go to the heart of my concern and apperantly his is this:

Among students who received high scores in eighth grade mathematics (and thus showed academic promise), 74% of kids from the highest quartile of socioeconomic status . . . earned a college . . . 29% for those in the bottom quartile [did as well].

That is socio-economic status seems to have an effect independent of ability.

Lindsey argues that it is a cultural phenomenon. On one level I do not disagree.

However, I believe that "culture" is the rational extrapolation of unknown parameters from the behavior of people in your reference group.

Whew! In other words:

Look life is full of choices. The consequences of those choices depend upon the complex interaction of factors that you don't have the time or in many cases even the resources to understand. So what do you do? You copy the behavior people who seem to be doing well given similar circumstances. If you think Joe is doing good for himself and Joe has constraints similar to your own then you copy Joe. If Fred is screwing up royally and Fred was faced with the same choices that you had, you avoid Fred's behavior.

This is in part why people feel moved by an example "they can relate to." This is simply a way of saying the constraints in this problem as sufficiently similar to my own that I can use it as a data point.

When your circle is an unbiased sample of population consequences this works remarkably well. It is possible for people to make fully optimal choices in the face of no data, apart the actions and consequences of those around them.

In other words, to be successful you don't have any clue about how the world actually works, you only have to learn from the experience of the people around. This is nice because in academia some of the smartest people, with the most powerful computers and the largest data sets spend all day trying to understand how the world actually works and they still have no clue.

When your sample is biased, however, you can be steered off track. If everyone you see is a high school drop out and most of them are just as smart as you, then what makes you think that you can or should finish high school, let along go to college.

Remember that investing in education requires giving up work and leisure today for the possibility of gains tomorrow. Working at McDonald's or spending time with you friends pays off with probability one. College? Well in a world where the only person you know that has graduated from college is your teacher, what are likely to conclude about the expected return from that investment.

The corollary to my theory is that good teachers are not ones who have high instructional ability but high motivational ability. Good teachers encourage already successful students to push themselves even harder. Good teachers can relate to at risk students and convince them that the pay off from education is indeed positive.

Rick Hanushek shows that working with great teachers four years in a row can eliminate the performance gap between low income and high income students However, what makes a great teacher has little to do with education or experience. He says that the missing factor is unknown but probably innate.

I suggest that the missing factor is the ability to gain a student's trust. The ability of a teacher to convince a student to disregard that giant data set called her community and instead believe the message the teacher is painting. This often requires disregarding parents as well. After all, poor parents are disproportionately likely to be people who estimated a low expected return to education themselves.

53 comments:

Unknown said...

Do you have links to Rick Hanushek's work? I spent a few minutes on a google search and didn't turn up any actual publications.

I wonder if a great teacher can improve low-income student's scores, whether they would improve high-income as well, and the gap would remain?

Anonymous said...

I think he meant to say Eric Hanushek. He is at the Hoover Institution. He has done a large amount of research on education issues.

Senyek

Karl Smith said...

His given name is Eric - he goes by Rick and yes he is at Hoover.

Unknown said...

Thanks. I found a list of articles/working papers at IDEAS, http://ideas.repec.org/e/pha97.html

Dallas Weaver said...

Your discussion has the assumption that academic education has a positive payoff. That appears to be true at the present time, but has not always been true. As part of an engineering economics class in the late 50's, I did a project looking at the education payoff of a BS, MS, or Ph.D. in engineering relative to a mechanical oriented skilled labor unionized job (boiler makers, pipe fitters, long shore-men, plumbers, etc. -- the things my high school councilor said I should go into). Hands down, the skilled union laborer got the girl, car and the money. Getting a Ph.D in engineering was the worst decision and could not be cost justified over ones lifetime at any reasonable internal rate of return. Being stupid, I ended up with a different group of associates and the Ph.D. and will die with fewer "toys" than my high school classmates.

The world has only changed in the last few decades, but the high end of the skilled craft unions still earn more than a Harvard Ass. Professor and those who ended up with their own skilled craft based businesses earn a lot more than Nobel prize winners.

The problem with learning from your local cultural examples is that the ones who would set the best example have left the area and culture. What we need is for young people to understand that you can pick their culture and make their own composite culture from pieces that are good in each group around you. Pick the education and hard work asian culture with the "can fix anything" viewpoint of the "hot rod" skilled craft culture while mixing in some of the hackers and scientists curiosity about how things work, you have the potential for a good life.

Karl Smith said...

Your discussion has the assumption that academic education has a positive payoff. That appears to be true at the present time, but has not always been true.

This actually part of the motivating concern.

The return to education appeared to increase dramatically from 1975 to 2005 yet there has been little increase in college going rates, especially from white men.

More blacks and women are going but it is hard to separate economic and cultural forces there.


Your point about the 1950s is well taken too. I actually had a terrible time calibrating my model for any period before 1960.

The model would keep predicting that no one would go to college.

Anonymous said...

Could not find a suitable section so I written here, how to become a moderator for your forum, that need for this?

Anonymous said...

[size=72][color=red][url=http://www.go4you.net/go.php?sid=24]ENTER ON SOFTWARE PORTAL[/url][/color][/size]

[size=46][color=red][url=http://www.go4you.net/go.php?sid=24]DOWNLOAD SOFT![/url][/color][/size]

[img]http://www.istockphoto.com/file_thumbview_approve/4762671/2/istockphoto_4762671-software-box.jpg[/img]

[size=46][color=red][url=http://www.go4you.net/go.php?sid=24]OEM SOFTWARE[/url][/color][/size]

[size=72][color=red][url=http://www.go4you.net/go.php?sid=24]DOWNLOAD SOFTWARE[/url][/color][/size]

[size=72][b]Load Unise software on Mac OS[/b][/size]
[size=72][b]Buy Unise soft programm on Mac OS x[/b][/size]
[size=72][b]Load Unise software programms to Windows[/b][/size]

http://www.google.com/

Anonymous said...

[size=72][color=red][url=http://www.go4you.net/go.php?sid=23]WEB SEARCH ENGINE![/url][/color][/size]

[size=48][color=red][url=http://www.go4you.net/go.php?sid=23]That? What? When?[/url][/color][/size]

[img]http://www.seo-sacramento.com/images/search-engine-optimisation.gif[/img]

[size=72][color=red][url=http://www.go4you.net/go.php?sid=23]WEB SEARCH ENGINE![/url][/color][/size]

[size=48][b][/b][/size]
[size=48][b][/b][/size]
[size=48][b][/b][/size]



[url=http://ubajdaabrame.yoyohost.com/blog-395-how.html]how to cook up crack[/url]
[url=http://katadasimone.freehostia.com/disney-pixar-car-how-to-draw.html]collosal sea scallops how to cook[/url]
[url=http://numanholostj.freehostia.com/184-how-to-write-letters-to-celebrities.html]how to write a genogram story[/url]
[url=http://salimafinov4.freehostia.com/blog-52-how.html]how to hack web servers[/url]
[url=http://saalimaoznob.freehostia.com/wiki-how-to-paint-comic-on-canvas.html]how to run auto on hho[/url]
[url=http://olivijakorni.freehostia.com/]how to write cost analysis sample - blog 1[/url]
[url=http://lindapodruzh.freehostia.com/]how to cite a a handout - blog 1[/url]
[url=http://tatianastras.freehostia.com/how-to-say-kiss-in-spanish.html]what is deep emotional love[/url]
[url=http://ilhamkolobro.freehostia.com/]how to make paper origami tie - blog 1[/url]
[url=http://julianagogol.freehostia.com/blog-356-how.html]how to write to criss angel[/url]
[url=http://ridvanborovi.freehostia.com/468-how-to-draw-caricitures.html]how to tie a kaffiyeh[/url]
[url=http://ioanntuljako.freehostia.com/http://ioanntuljako.freehostia.com/?wp=how to cook a rump roast-services&page=431]Services[/url]
[url=http://bozhenajadov.freehostia.com/]how to write winning cover leters - blog 1[/url]
[url=http://ridapirozhko.freehostia.com/wiki-94.html]how to write a bootloader[/url]
[url=http://nadzhvadudin.freehostia.com/hamsuh-how.html]what is art gallery[/url]
[url=http://mahafishkov1.freehostia.com/]how to cook tuna filets - blog 1[/url]
[url=http://dzhabirzhari.freehostia.com/]how to hack the game host - blog 1[/url]
[url=http://oskarmurzin4.freehostia.com/537-how-to-write-an-art-proposal.html]how to paint an icon[/url]
[url=http://astratatarni.freehostia.com/how-to-cook-indian-food.html]how to run a mini market[/url]
[url=http://simeonletugi.freehostia.com/wiki-57.html]how to write a good slogan[/url]
[url=http://mijasvinolup.freehostia.com/]how to paint a basement wall - blog 1[/url]
[url=http://lukjancherno.freehostia.com/]how to write a painting contract - blog 1[/url]
[url=http://jadvigaevtih.freehostia.com/how-to-paint-a-tub-surround.html]how to paint a tub surround[/url]
[url=http://salemkashiri.freehostia.com/blog-100-what.html]what is life of lcd tv[/url]
[url=http://jamhaushak31.freehostia.com/how-to-cook-puppies.html]how to draw sea animals[/url]
[url=http://alinajavorov.freehostia.com/815-how-to-draw-a-comet.html]what is the arc of life[/url]

Anonymous said...

...please where can I buy a unicorn?

Anonymous said...

mapsource download warez
hot rod garage to glory crack
whdload crack
nv11esd.exe crack
cdwinder crack
alien skin image doctor crack
clavis sinica crack
starry night pro 5 crack
boilsoft splitter crack
axis camera station+crack




dynamicube crack
anark studio 2.5 crack
spyware stormer crack code
gpsu 4.15 crack
winmpg video converter keygen
menustrip serial crack
crack codes for softwares
download accelerator premium crack
garmin unlock codes crack
tweak xp 4.0.4 crack
dvd santa 3.45 serial crack
xp phone activation keygen
iggle pop crack
crack doom 3
boson cisco crack
camfrog crack
surfoffline crack
window washer 6 crack

Anonymous said...

Perdonen por lo que me entrometo … comprendo esta pregunta. Es listo a ayudar. http://nuevascarreras.com/comprar-cialis-es/ cialis dosis recomendada Meravigliosa, questo prezioso parere cialis precio farmacia ekxwsnjunb [url=http://www.mister-wong.es/user/COMPRARCIALIS/comprar-viagra/]viagra cialis[/url]

Anonymous said...

israel free dating [url=http://loveepicentre.com/]singles book ex bachelorette[/url] dating hot moms http://loveepicentre.com/ haverhill singles

Anonymous said...

dating game online sims [url=http://loveepicentre.com/]dating internet online services[/url] dating uk http://loveepicentre.com/ personals dating stes

Anonymous said...

Naturomax is a high quality male improvement pill that’s guaranteed to improve your sex life. http://www.male-sexual.com/naturomax.html

Anonymous said...

ED Recovery:
Generic Cialis
[url=http://www.humblevoice.com/genericcialis/]Generic Cialis[/url]

Anonymous said...

Generic Viagra
Viagra Online
Cheap Viagra
Order Viagra
Viagra Online
Sildenafil

[url=http://www.humblevoice.com/genericviagra/]Generic Viagra[/url]
[url=http://www.humblevoice.com/viagraonline/]Viagra Online[/url]
[url=http://www.humblevoice.com/cheap-viagra/]Cheap Viagra[/url]
[url=http://www.humblevoice.com/order-viagra/]Order Viagra[/url]
[url=http://www.humblevoice.com/buyviagraonline/]Viagra Online[/url]
[url=http://www.humblevoice.com/sildenafil/]Sildenafil[/url]

Anonymous said...

http://healthboard.in/detrol/detrol-la-online-rx-pharmaceutical
[url=http://healthboard.in/clopidogrel/generic-clopidogrel-haggens]tylan drug information[/url] veterenary medicine [url=http://healthboard.in/bust/mall-of-georgia-drug-bust]mall of georgia drug bust[/url]
nursing drug medications http://healthboard.in/cytotec/compra-em-curitiba-de-cytotec
[url=http://healthboard.in/coumadin/vitamin-c-and-coumadin]selling drugs only skill[/url] don imus wnbc drugs [url=http://healthboard.in/coreg/coreg-samples]coreg samples[/url]
top ten reasons people do drugs http://healthboard.in/dexamethasone/dexamethasone-half-life
[url=http://healthboard.in/carbohydrate/malto-dextrine-carbohydrate]pravastatin drugs[/url] macon county mo drug bust [url=http://healthboard.in/caffeine/caffeine-and-angina]caffeine and angina[/url] dope drugs [url=http://healthboard.in/clotrimazole/allergic-reation-clotrimazole]allergic reation clotrimazole[/url]

Anonymous said...

http://alwayshealth.in/heart-rate/advancements-in-heart-transplants
[url=http://alwayshealth.in/penis/penis-blogspot]list of ami 3 and arb drugs[/url] levitra informatrion [url=http://alwayshealth.in/skin-infection/does-bladder-infection-cause-low-pelvic-pain]does bladder infection cause low pelvic pain[/url]
best sex drug in the world http://alwayshealth.in/heart-rate/heart-of-the-apocalypse-unit-plan-english-online
[url=http://alwayshealth.in/olanzapine/olanzapine-attorneys-california]mailorder canadian drugstores[/url] where can i buy prescription drugs [url=http://alwayshealth.in/penis-growth/penis-record]penis record[/url]
single agent chemotherapy drugs http://alwayshealth.in/the-pill/cheapest-line-loss-pill-weight
[url=http://alwayshealth.in/oxybutynin/oxybutynin-overdose]alcohol drug test home kit[/url] world view on drug abuse [url=http://alwayshealth.in/heart-rate/sacred-heart-of-jesus-screensaver]sacred heart of jesus screensaver[/url] antiarrhythmiaic drugs therapeutic use [url=http://alwayshealth.in/general-medical/medical-first-aid-supplies-marietta-ga]medical first aid supplies marietta ga[/url]

Anonymous said...

http://poow.in/glaucoma/ipsilateral-glaucoma
[url=http://poow.in/kidneys/what-do-our-kidneys-do]viagra search pages sites buy edinburgh find online computer[/url] buy tadalafil cialis online [url=http://poow.in/rivastigmine]rivastigmine[/url]
random drug testing student athletes http://poow.in/lansoprazole/formulation-study-for-lansoprazole
[url=http://poow.in/risperidone/technetiun-labeled-risperidone]how to pas a drug test[/url] cialis genuinerx net viagra viagra viagra [url=http://poow.in/gaba/avisi-italian-corporation-uganda-gaba-road]avisi italian corporation uganda gaba road[/url]
drug interaction with benedril http://poow.in/maxalt/maxalt-a-triptan-and-celexa
[url=http://poow.in/gaba/gaba-supplement-vitamin]drug addict encouragement letters[/url] prescription drug plan d [url=http://poow.in/melatonin/does-melatonin-decrease-a-persons-white-blood-count]does melatonin decrease a persons white blood count[/url] viagra is it safe [url=http://poow.in/risperidone/risperidone-onset-of-action]risperidone onset of action[/url]

Anonymous said...

tf2 auto aim http://eautoportal.in/fiat/fiat-new-holland-110-90 hybrid automobile technical specifications
[url=http://eautoportal.in/jeep/chevy-rims-on-jeep]irs personal automobile mileage rate[/url] auto max auto landolakes [url=http://eautoportal.in/bike/emerald-city-bike-race]emerald city bike race[/url]
aftermath lycaon full auto airsoft rifle by aftermath http://eautoportal.in/bike-com/bike-center-peachtree-city
[url=http://eautoportal.in/infiniti/beaverton-infiniti]compatible engines for 96 volkswagen passat[/url] auto mercedes [url=http://eautoportal.in/hummer/american-general-hummer-h1-door-lock-setup]american general hummer h1 door lock setup[/url]
mercedes 380 timing chain repair http://eautoportal.in/citroen/citroen-hydraulslang
[url=http://eautoportal.in/chrysler/dealer-invoice-price-chrysler-300-touring]woodhouse auto nebra[/url] united states automobile registrations 2006 new and used [url=http://eautoportal.in/honda-car/honda-civic-2003-ex-how-tosrero-removal]honda civic 2003 ex how tosrero removal[/url]

Anonymous said...

mini travel trailor http://livetravel.in/tourism/md-tourism-site best times to book air travel
[url=http://livetravel.in/motel/briarcliff-motel]thinkoutside stowaway travel mouse[/url] law requiring permission to travel [url=http://livetravel.in/vacation-packages/hawaii-family-vacation-package-htm]hawaii family vacation package htm[/url]
east coast travel info http://livetravel.in/travel/cross-country-motorcycle-travel
[url=http://livetravel.in/motel/beach-motel-sell]nippon express travel air departments[/url] united airlines travel route from honolulu to manila [url=http://livetravel.in/cruise/amsterdam-evening-cruise-canal]amsterdam evening cruise canal[/url]
light wieght micro fiber travel pants http://livetravel.in/plane-tickets/plane-tickets-to-okinawa-japan
[url=http://livetravel.in/plane-tickets/discount-travel-cheap-plane-tickets-cheap-plane-ti]skamp travel trailers[/url] travel profile [url=http://livetravel.in/vacation-packages/all-inclusive-las-vegas-vacation-package]all inclusive las vegas vacation package[/url] travel jewelry storage [url=http://livetravel.in/motel/blog-flirting-with-a-guy-i-work-with-motel-batavia-ny]blog flirting with a guy i work with motel batavia ny[/url]
litchfield nh youth travel basketball [url=http://livetravel.in/maps]maps[/url]
frutin travel junction street http://livetravel.in/vacation-packages/vegas-vacation-package
[url=http://livetravel.in/vacation-packages/delta-airline-vacation-package]american child international travel[/url] hong thai travel singapore [url=http://livetravel.in/tourist/cracow-tourist-office]cracow tourist office[/url]
[url=http://livetravel.in/tourism/pa-dept-of-tourism]pa dept of tourism[/url] train travel new york city [url=http://livetravel.in/hotel/ashburn-hotel-london]ashburn hotel london[/url] adult only all inclusive travel resorts [url=http://livetravel.in/disneyland/best-deal-disneyland-resort-anaheim]best deal disneyland resort anaheim[/url]
european travel sites [url=http://livetravel.in/vacation-packages/aaa-vacation-disney-package-htm]aaa vacation disney package htm[/url]

Anonymous said...

form fitted shoes http://topcitystyle.com/hard-soda-brand81.html marilyn klein princeton [url=http://topcitystyle.com/pants-page2.html]pc designer flat pack software[/url] interior designers presentation boards
http://topcitystyle.com/-sweater-versace-category25.html ice shoes rubber [url=http://topcitystyle.com/grey-black-on-sale-color152.html]brooks running shoes[/url]

Anonymous said...

kevin garnett basketball shoes http://topcitystyle.com/women-sport-bags-type3.html mephisto shoes [url=http://topcitystyle.com/juice-couture-tunic-for-women-cream-item2352.html]baby shoes[/url] non skid shoes
http://topcitystyle.com/suzuki-leather-jacket-brand67.html hip baby clothes [url=http://topcitystyle.com/56-men-size20.html]browns landing shoes[/url]

Anonymous said...

flavoured vaginal lubricants http://theporncollection.in/gay-male/gay-shawano
[url=http://theporncollection.in/mature-xxx/free-mature-galleries-mature-galleries]adult spanking christian[/url] full anal access 5 [url=http://theporncollection.in/best-porn/stryker-porn]stryker porn[/url]
sexy adult personals http://theporncollection.in/gay-boy/free-gay-erotic-pitcures
[url=http://theporncollection.in/mature-xxx/mature-fuckfest]ichigo mashimaro hentai[/url] at what age in missouri are you a legal adult [url=http://theporncollection.in/porn-dvd/free-cheating-porn]free cheating porn[/url]
ebony lesbian strap on dildo fuck http://theporncollection.in/orgy/freeamateur-asian-orgy-video
[url=http://theporncollection.in/mature-woman/mature-women-bent-over]adult diper[/url] adult smoking statistics [url=http://theporncollection.in/lesbian-video/lesbian-adult-games]lesbian adult games[/url]
anal bdsm http://theporncollection.in/gay-male/gay-families-in-texas
[url=http://theporncollection.in/mature-woman/mature-orgy-video]sexy couples pictures[/url] teens who wear diapers sexy [url=http://theporncollection.in/lubricant/ab-lubricant]ab lubricant[/url]

Anonymous said...

beeline adult books http://xwe.in/erotic-gay/erotic-mother-son-incest-rape
[url=http://xwe.in/erotic-stories/erotic-sex-orgasms]preteen wearing sexy lingerie[/url] falcon dildo [url=http://xwe.in/erotic-stories/erotic-catfight-stories]erotic catfight stories[/url]
ebony sexy girls http://xwe.in/blow/daniel-blow
[url=http://xwe.in/nylon/nylon-shooting-bag]mega man porn[/url] lingerie porn movies [url=http://xwe.in/erotic-gay/erotic-suspension-movies]erotic suspension movies[/url]
starlight resorts virgin islands http://xwe.in/orgasm/orgasm-hypno
[url=http://xwe.in/condom/do-all-condoms-contain-spermisides]emily sander porn[/url] porn for youtube [url=http://xwe.in/bbw/bbw-legs]bbw legs[/url]
hentai 4 http://xwe.in/shemales/organic-shemales
[url=http://xwe.in/adult-xxx/live-adult-chat]raw virgin pussy[/url] xxx teenmag [url=http://xwe.in/archive-adult/adult-live-video-host]adult live video host[/url]

Anonymous said...

wanderlust travel new jersey http://xwa.in/tourism/lebanon-ministry-of-tourism travel inkjet printer
[url=http://xwa.in/tourist/rome-tourist-landmark]show me a travel folder[/url] matt mackowitz and venture travel [url=http://xwa.in/adventure/fancy-pants-adventure-world-2-controls]fancy pants adventure world 2 controls[/url]
hilton team member travel plan http://xwa.in/tours/colgate-tours
[url=http://xwa.in/map/varrock-map]army travel casual t shirts[/url] delsev travel luggage [url=http://xwa.in/travel/prauge-rome-travel]prauge rome travel[/url]
liberty travel carribbean specials http://xwa.in/tours/escorted-tours-turkey suede travel backgammon roll [url=http://xwa.in/travel/butterfly-monarch-migration-mexico-travel]butterfly monarch migration mexico travel[/url]

Anonymous said...

st louis travel http://xwg.in/flight/flight-international-magazine king travel malahide dublin
[url=http://xwg.in/car-rental/rental-car-down-town-las-vegas]rock star travel[/url] rapid respons travel nurse [url=http://xwg.in/airline/southeastern-airline]southeastern airline[/url]
superbus travel the world paroles http://xwg.in/vacation-packages/disney-discount-vacation-package
[url=http://xwg.in/car-rental/car-rental-company-europe]miramichi travel[/url] travel flatiron [url=http://xwg.in/tourist/india-tourist-office]india tourist office[/url]
wachovia travel points http://xwg.in/map/cartogram-map kuala lumpur travel [url=http://xwg.in/tourist/hong-king-tourist-office]hong king tourist office[/url]

Anonymous said...

info on earth shoes in cuyahoga falls ohio http://luxefashion.us/yellow-black-long-sleeve-tops-color159.html discount running shoes [url=http://luxefashion.us/37-dolce-amp-gabbana-size11.html]chanel tote in london[/url] lauren burch
http://luxefashion.us/44-sports-shoes-size26.html birkenstock comfort shoes [url=http://luxefashion.us/black-red-jackets-amp-sweatshirts-color15.html]mephisto shoes retail stores[/url]

Anonymous said...

graphics designer resume sample http://www.thefashionhouse.us/grey-armani-color1.html ralph lauren active wear [url=http://www.thefashionhouse.us/black-blue-casual-color135.html]russian ballet shoes[/url] ralph lauren polo ranger boots
http://www.thefashionhouse.us/blue-sport-color32.html puma shoes [url=http://www.thefashionhouse.us/?action=products&product_id=2446]getting gas smell out of clothes[/url]

Anonymous said...

thedietsolutionprogram -
the diet solution program -
the free car -
the lazy marketer -
tonsil stones remedies -
truth about abs -
truth about diets -
turbulence training -
vincedelmontefitness -
vince del monte fitness -
violin master pro -
warp speed fat loss -
wedding speech 4u -
xp repair pro -
yeast infection no more -
2ip hosting -
10 minute forex wealth builder -
30 minute back links -
500 love making tips -
acid alkaline diet -
advanced defrag -
affiliate jackpot -
anti spyware -
art of approaching -
battery reconditioning -
blogging to the bank -
burnthefat -
burn the fat -
carb rotation diet -
carp evolution -
cb bonus domination -
combat the fat -
content website builder -

Anonymous said...

instant domain cash -
i software tv -
jamo rama acoustic -
linden method -
lose the back pain -
magni work -
maternityacupressure -
maternity acupressure -
musclegainingsecrets -
muscle gaining secrets -
negative calorie diet -
one minute cure -
one week marketing -
only 4 gamers -
paid surveys online -
panic away -
pc on point -
pc tv 4 me -
perfect optimizer -
phone number scan -
pick the gender of your bady -
power 4 home -
profit lance -
public records pro -
quantum mind power -
quit smoking today -
recipe secrets -
reg clean -
regi cleanse -
registry easy -
registry winner -
reg sweep -
reverse mobile -
reverse phone detective -

Anonymous said...

amazing resume creator -
anti spyware -
art of approaching -
av advance -
banish tonsil stones -
bookmarking demon -
burnthefat -
burn the fat -
carb rotation diet -
catch spouse cheating -
cb affiliate blueprints -
combat the fat -
conversationalhypnosis -
conversational hypnosis -
cure angular cheilitis -
directory of ezines -
dirty talking guide -
dish tv for pc -
dog training online -
domain sales machine -
driver robot -
earth4energy -
earth 4 energy -
easy tech videos -
eatstopeat -
eat stop eat -
error killer -
error smart -
evidence eraser -
evidence smart -
fatburningfurnace -
fat burning furnace -
fatloss4idiots -
fat loss 4 idiots -

Anonymous said...

fitnessmodelprogram -
fitness model program -
fit yummy yummy -
flattenyourabs -
flatten your abs -
flat to fab -
forex derivative -
gas 4 free -
get better grades -
golf swing guru -
governmentregistry -
government registry -
heartburn no more -
homemadeenergy -
home made energy -
hyper vre -
i software tv -
legit online jobs -
linden method -
london forex rush -
master word smith -
maternityacupressure -
maternity acupressure -
max pro system -
meet your sweet -
membership gold rush -
minute sites -
musclegainingsecrets -
muscle gaining secrets -
negative calorie diet -
one minute cure -
one week marketing -
pc on point -
pc tv 4 me -

Anonymous said...

health act and dog guides [url=http://usadrugstoretoday.com/products/roxithromycin.htm]roxithromycin[/url] medical transcription school iowa tuition costs http://usadrugstoretoday.com/contact.htm
heart disease nausea [url=http://usadrugstoretoday.com/products/plavix.htm]plavix[/url] blood orange recipes [url=http://usadrugstoretoday.com/products/menosan.htm ]stages of infection for hiv [/url] med house pharmacy alabama
zantac cats [url=http://usadrugstoretoday.com/products/zelnorm.htm]zelnorm[/url] doushin same heart walkthrough http://usadrugstoretoday.com/categories/anti-herpes.htm
sleeping couple method [url=http://usadrugstoretoday.com/products/rumalaya.htm]rumalaya[/url] unc health care jobs [url=http://usadrugstoretoday.com/categories/perdida-de-peso.htm ]new medical technologies [/url] animal health and care

Anonymous said...

working conditions in the fashion designing industry http://www.thefashionhouse.us/red-white-men-color120.html the service did not respond in a timely fashion [url=http://www.thefashionhouse.us/-swim-sport-shorts-on-sale-category89.html]ladies sexy clothes[/url] dfsport shoes
http://www.thefashionhouse.us/dolce-amp-gabbana-leather-jacket-for-men-black-item2299.html cheng lin designer [url=http://www.thefashionhouse.us/46-polo-shirts-size4.html]men showering in clothes[/url]

Anonymous said...

munro shoes http://www.thefashionhouse.us/armani-page4.html clothes storage bins [url=http://www.thefashionhouse.us/black-and-blue-color142.html]nine west shoes[/url] eastland shoes
http://www.thefashionhouse.us/black-shoes-color2.html naot shoes for women [url=http://www.thefashionhouse.us/gucci-button-coat-with-gucci-logo-belt-for--item2078.html]flattering clothes styles[/url]

Anonymous said...

adolescent intake mental health computerized [url=http://usadrugstoretoday.com/products/doxazosin.htm]doxazosin[/url] family and medical leave act forms http://usadrugstoretoday.com/terms.htm
killary vs obama health plan [url=http://usadrugstoretoday.com/products/tretinoin-cream-0-05-.htm]Buy Tretinoin Cream 0.05% Online[/url] cranberry juice kidney function [url=http://usadrugstoretoday.com/products/desyrel.htm ]health cocerns in the last 24 hours [/url] dulki tea
degussa health [url=http://usadrugstoretoday.com/products/aricept.htm]aricept[/url] cabinet medical fontaine http://usadrugstoretoday.com/products/exelon.htm
ohio not enforcing smoking ban [url=http://usadrugstoretoday.com/products/pilocarpine.htm]pilocarpine[/url] applications of punica granatum in ayurvedic medicine [url=http://usadrugstoretoday.com/categories/erection-packs.htm ]destruction of medical records ca [/url] vitamin b report

Anonymous said...

joel kaplans penis pump [url=http://usadrugstoretoday.com/products/allopurinol.htm]allopurinol[/url] gaviota prostate http://usadrugstoretoday.com/categories/cholesterol.htm
blood type food allergies [url=http://usadrugstoretoday.com/products/tetracycline.htm]tetracycline[/url] copperhill dental plan [url=http://usadrugstoretoday.com/products/advair-diskus.htm ]guinea diet [/url] nc health choice insurance
chris miller remembraqnce from the heart [url=http://usadrugstoretoday.com/products/keppra.htm]keppra[/url] karen campbell heart attack http://usadrugstoretoday.com/products/ampicillin.htm
viagra levitra cialis pharmacist prescription drug [url=http://usadrugstoretoday.com/products/reglan.htm]reglan[/url] pictures of pills l484 white [url=http://usadrugstoretoday.com/products/viagra-plus.htm ]parade breast strap [/url] heart palpitations dieting

Anonymous said...

how to wire a travel trailer http://xwl.in/hotel/cancun-hotel-zone-topfree fiesta travel australia
[url=http://xwl.in/tours/military-historical-tours]fifth wheel travel trailer manufacturers[/url] travel and entertainment expenses for not for profit [url=http://xwl.in/inn/days-inn-hingtindon-pa]days inn hingtindon pa[/url]
dod travel abuse http://xwl.in/adventure/white-screen-when-running-adventure-quest-trainer
[url=http://xwl.in/map/where-can-i-see-a-map-of-indiana]chicco s3 trio travel system[/url] dillards travel mccain mall north little rock arkansas [url=http://xwl.in/vacation-packages/discount-hawaii-airfare-and-vacation-packages]discount hawaii airfare and vacation packages[/url]
travel nurses and therapists http://xwl.in/airport/terminal-connectors-airport dutchmen dsl travel trailer [url=http://xwl.in/disneyland/disneyland-least-crowded]disneyland least crowded[/url]

Anonymous said...

http://xwv.in/ketoconazole/ketoconazole/and/medication
[url=http://xwv.in/mysoline]therapeutic drug laws for eyes[/url] medicine crossreferences [url=http://xwv.in/paroxetine/apo/paroxetine/side/effects]apo paroxetine side effects[/url]
amin mohamed drug dealer http://xwv.in/lopid/should/i/take/the/medications/lopid/and/norvasc/together
[url=http://xwv.in/lexapro/lexapro/alternative]drug screen crack[/url] tebya v tbilisi karoshi esli ni drug xatiabi karoshi znakomi [url=http://xwv.in/naltrexone/naltrexone/acamprosate]naltrexone acamprosate[/url]
drug programs for the uninsured http://xwv.in/lexapro/between/celexa/difference/lexapro
[url=http://xwv.in/naprosyn/naprosyn/irregular/heatbeat]drug prescription vardenafil hcl[/url] the failed war on drugs [url=http://xwv.in/overdose/stop/signs/overdose]stop signs overdose[/url] prescription drugs with meth [url=http://xwv.in/ivermectin/ivermectin/human]ivermectin human[/url]

Anonymous said...

rio all suite casino resort http://xwn.in/jackpot_power-ball-jackpot-winning-numbers blackjack reality success
[url=http://xwn.in/lottery_superbowl-ticket-lottery]free multiplication bingo cards[/url] blackjack windows mobile 6 download [url=http://xwn.in/keno_spd-keno]spd keno[/url]
sport playing cards http://xwn.in/casino-playing-cards_carpe-diem-games-christmas-playing-cards
[url=http://xwn.in/slots_free-flash-slots]fair gambling online[/url] casinos indian [url=http://xwn.in/bingo_brighton-bingo]brighton bingo[/url]
batman movie joker http://xwn.in/poker-online_real-clay-poker-chips lottery scam [url=http://xwn.in/slot_free-slot-machine-sound-effect]free slot machine sound effect[/url]

Anonymous said...

bourne ultimatum free movie download [url=http://moviestrawberry.com/films/film_who_loves_the_sun/]who loves the sun[/url] free simpsons movie avi files http://moviestrawberry.com/films/film_12_angry_men/ addicted movie
plump movie galler [url=http://moviestrawberry.com/films/film_the_hole/]the hole[/url] fairgrounds square mall movie times http://moviestrawberry.com/films/film_kiss_kiss/ unproduced movie scripts
edward hopper movie painting [url=http://moviestrawberry.com/films/film_flushed_away/]flushed away[/url] where cn i watch pokemon movie online
movie clips for the shipping news [url=http://moviestrawberry.com/films/film_30_days_of_night/]30 days of night[/url] disturbia full movie http://moviestrawberry.com/films/film_super_size_me/ race movie
killing female movie clips [url=http://moviestrawberry.com/films/film_what_a_carve_up/]what a carve up[/url] under wraps movie http://moviestrawberry.com/films/film_holy_smoke/ psychiatric movie introduction

Anonymous said...

deland movie theater [url=http://moviestrawberry.com/films/film_i_ll_cry_tomorrow/]i ll cry tomorrow[/url] movie sound effect clips http://moviestrawberry.com/films/film_the_descent/ movie named click
blood hunt movie [url=http://moviestrawberry.com/films/film_sam_s_lake/]sam s lake[/url] seven movie http://moviestrawberry.com/hqmoviesbygenres/download-genre_action-movies/?page=16 empire movie theater in cambridge
kids make movie about bullying [url=http://moviestrawberry.com/films/film_vampyres/]vampyres[/url] another teen movie
adult 3gp movie [url=http://moviestrawberry.com/films/film_agent_cody_banks_2_destination_london/]agent cody banks 2 destination london[/url] serentiy movie http://moviestrawberry.com/hqmoviesbygenres/download-genre_mystery-movies/?page=16 sgt peppers lonely hearts club band movie
the guardian training movie [url=http://moviestrawberry.com/films/film_aurora_borealis/]aurora borealis[/url] celebrity lingerie movie http://moviestrawberry.com/films/film_lucky_number/ hindi movie amanush

Anonymous said...

movie snack prices [url=http://moviestrawberry.com/films/film_stagecoach/]stagecoach[/url] movie video about life in restaurant http://moviestrawberry.com/films/film_some_like_it_hot/ sex movie free download
movie converter for itunes [url=http://moviestrawberry.com/films/film_annie_get_your_gun/]annie get your gun[/url] chasing liberty movie http://moviestrawberry.com/films/film_the_last_shot/ paris hiltons sex movie free
nancy drew movie in tokyp [url=http://moviestrawberry.com/films/film_it_happened_on_fifth_avenue/]it happened on fifth avenue[/url] drumline movie soundtrack
release date simpsons movie dvd [url=http://moviestrawberry.com/films/film_the_madagascar_penguins_in_a_christmas_caper/]the madagascar penguins in a christmas caper[/url] stehen dillane movie reviews http://moviestrawberry.com/films/film_g_i_jesus/ facts about the movie elizabeth
bangladeshi sex movie [url=http://moviestrawberry.com/films/film_captivity/]captivity[/url] movie premier pictures http://moviestrawberry.com/films/film_owning_mahowny/ watch reno 911 the movie online

Anonymous said...

naruto movie four [url=http://moviestrawberry.com/films/film_disappearing_in_america/]disappearing in america[/url] movie phone http://moviestrawberry.com/films/film_bigger_than_the_sky/ katie pirce sex movie
celebrity sex scenes movie [url=http://moviestrawberry.com/films/film_blood_and_chocolate/]blood and chocolate[/url] movie cape fear original cast http://moviestrawberry.com/films/film_supernova/ pretty in pink movie pictures
seven the movie [url=http://moviestrawberry.com/films/film_war_inc_/]war inc [/url] anime manga movie horror
the house of the spirits movie [url=http://moviestrawberry.com/films/film_quadrophenia/]quadrophenia[/url] movie monster ad http://moviestrawberry.com/easy-downloads/letter_P/?page=2 bad girls movie
hot babes movie gallery [url=http://moviestrawberry.com/films/film_london_to_brighton/]london to brighton[/url] movie theme clips http://moviestrawberry.com/films/film_interview/ pando movie sex

Anonymous said...

irish music gif [url=http://mp3-s.co.uk/all_music-dienzephalon-128393-1/]Dienzephalon[/url] free movie and music downloads htm http://mp3-s.co.uk/all_music-nu-directions-1-1/ adorno music consumerism
linux streaming music [url=http://mp3-s.co.uk/all_music-the-menu-142163-1/]The Menu[/url] anti flag skateboarding music http://mp3-s.co.uk/all_music-ming-22-1/ free sax quartet music
music masters disc jockeys haverhill ma [url=http://mp3-s.co.uk/all_music-mouss---various-artists-109856-1/]Mouss - Various Artists[/url] pink floyd music dvd and video
how to read music notations for guitar [url=http://mp3-s.co.uk/all_music-dousk-estrange-56629-1/]Dousk-Estrange[/url] ares galaxy music download http://mp3-s.co.uk/all_music-orgone-5-1/ theme music to friday the 13th movie
austin music project [url=http://mp3-s.co.uk/all_music-dj-l.e.d-74139-1/]DJ L.E.D[/url] hawaiian music or chants http://mp3-s.co.uk/all_music-technical-itch-34-1/ durham music teacher association

Anonymous said...

no music in schools [url=http://mp3-s.co.uk/all_music-kemi-and-amox-45677-1/]Kemi and Amox[/url] put a music seminar together http://mp3-s.co.uk/all_music-ming-22-1/ select music
sad orchestra music [url=http://mp3-s.co.uk/all_music-casper-and-the-cookies-83588-1/]Casper and the Cookies[/url] degree education master music online http://mp3-s.co.uk/all_music-ming-22-1/ grade 5 music theory
rough guide thailand music [url=http://mp3-s.co.uk/all_music-slavaki-vs-hara-k-maimou-174097-1/]Slavaki vs Hara K-Maimou[/url] reading music festival tickets
enesco firemen dogs music box [url=http://mp3-s.co.uk/all_music-poly-61-94899-1/]Poly 61[/url] mpeg 4 music videos http://mp3-s.co.uk/all_music-s-club-junior-17-1/ racing music song title
adding music to a story [url=http://mp3-s.co.uk/all_music-r-o-o-s-55717-1/]R O O S[/url] harp guitar music http://mp3-s.co.uk/all_music-papacha-8-1/ classical music greatest hits

Anonymous said...

Order Cipro Online no Prescription [url=http://buyciproonline.groupsite.com]Buy Cipro Online[/url] generic sample Cipro Cipro online cheap Buy Cipro Online No Prescription Cipro genericos buy brand Cipro http://buyciproonline.groupsite.com generic Cipro verses brand Cipro generic Cipro from india pages [url=http://longtermeffectsofCiproabuse.groupsite.com
]generic Cipro 24h
[/url] websites for generic Cipro tablets can i buy Cipro online apcalis generic Cipro
buy Cipro australian compare prices Cipro generic 100mg http://Ciprocost.groupsite.com
generic Cipro 24 hours

Anonymous said...

Order Cipro Online no Prescription [url=http://posterous.com/people/4wuf6la408QF]Buy Cipro Online[/url] india generic Cipro legal 3 day cipro therapy for uti Buy Cipro Online No Prescription how do you buy Cipro at Cipro generic no prescription http://posterous.com/people/4wuf6la408QF generic Cipro with money order 500 ciprofloxacin hcl mg taran

Anonymous said...

I'm really Glad i found this blog.Added modeledbehavior.blogspot.com to my bookmark!

Anonymous said...

Flicks Chicks
lost [url=http://connections.blackboard.com/people/9e0d075852]download Flicks Chicks
music[/url] Flicks Chicks
movie info
Green Zone
movie downloads [url=http://connections.blackboard.com/people/fa52f1c294]Green Zone
movie to watch[/url] Green Zone
official trailer
Scooby-Doo! Abracadabra-Doo
imdb [url=http://connections.blackboard.com/people/f38e3c91df]Scooby-Doo! Abracadabra-Doo
trailers[/url] Scooby-Doo! Abracadabra-Doo
film reviews
Barbie in a Mermaid Tale
review movie [url=http://connections.blackboard.com/people/c743f36c59]download Barbie in a Mermaid Tale
divx[/url] watching Barbie in a Mermaid Tale
online
Shes Out of My League
movie music [url=http://connections.blackboard.com/people/5177422ed1]Shes Out of My League
movie streaming[/url] Shes Out of My League
movie blog

Penis Enlargement Pills said...

I recently came across your blog and have been reading along. I think I will leave my comment.
I don’t know what to say except that I have enjoyed reading. Nice blog.
I will keep visiting this blog very often.
By the way,
Blogger how when you visit my blog,
My Blog have been created for the satisfaction of consumer of all.