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Last review
Myth Defense 2: DF Platinum: "They shall not pass!"
by Manu Galvez
The folks at Smartpix Games have returned to battle with the sequel of their laureate Myth Defense. More alchemy, fantasy and myth is awaiting you in this new title, every way enhanced. Obviously, gameplay is quite similar: you must keep the ev…
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The Cleveland Browns have officially announced Mike Holmgren will become team president.
Here is a statement from Browns owner Randy Lerner:
"We are pleased to announce that Mike Holmgren has agreed to join the Cleveland Browns. We will spend the rest of the week finalizing the details of the agreement and will make a formal announcement next week, at which time we will make him available to the media."
I will be back with more soon.

subset: commoncrawl


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'People Recover in Their Communities'
In the mountains of Western North Carolina, Richie Tannerhill is championing recovery from mental health and substance-use setbacks. By..
In the mountains of Western North Carolina, Richie Tannerhill is championing recovery from mental health and substance-use setbacks. By..
North Carolina Health News editor Rose Hoban sits down with outgoing Health and Human Services Sec. Aldona Wos for an exit interview. By..
A hiker takes a break in Waynesville to speak out for recovery-based behavioral health care. By Taylor Sisk Phil Valentine is hiking home...
Country-western performer Jimmy Wayne, who was once a foster youth in the North Carolina system, came to the N.C. General Assembly to..
He only wanted to be a county doctor, but Allen Dobson's ideas on health care delivery have propelled him into the national..
A North Carolina pediatrician figures out how to spend most of her time counseling parents – and it pays off. By Tom Gasparoli MedPage..
After his wellness center didn't take off, Raleigh general practitioner Brooks Wilkins found his niche in helping RDU airport..
The Center for Rural Health Innovation reaches out to students via teleconference in three Western North Carolina counties. By Taylor Sisk..
UNC Epidemiology professor Steve Wing has been honored and vilified. By Gabe Rivin On March 28, 1979, catastrophe loomed as Three Mile..
Hundreds of North Carolinians make a life-changing career switch into nursing because they hope to make a difference in the lives of people..


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Medford, MAUSA
Hometown: Woburn
May 17, 2009
A small non profit that focuses on public policy research. For fun see my list of hobbies and add hanging out with friends.
Both; I take the T to/from work during the week.
I quilt, knit, cross stitch, scrapbook, hike, camp. I have a long haired love bug kitty named Penny.
I am
Tired of that "other" group, want to expand my circle.
No introduction yet
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Heat: How We Can Stop the Planet Burning (Paperback)George Monbiot
Paperback Published: 07/06/2007
- In stock
Click & Collect From your local shop
Started to worry about just how hot our world is going to get, and whether you can do anything about it? As the effect of climate change grows by the day, so does the amount of hot air and bluster spouted by politicians and businessmen on what we should do about it. What with the excuses, the lies, the fudged figures, the PR greenwashing and the downright misinformation on the power of everything from wind turbines to carbon trading, when it comes to saving the world, most people don't know what they're talking about. Luckily, George Monbiot - scourge of big business, riler of governments, arch-enemy of climate change deniers everywhere - does. Packed with killer facts and inspiring ideas, shot through with passion and underlined by brilliant investigative journalism, with a copy of "Heat" you really can protect the planet. 'I defy you to read this book and not feel motivated to change' - "The Times".
Publisher: Penguin Books Ltd
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ReviewsView all Write your review
Following the dismissal attempts by the world's politicians to reach some kind of agreement at last year's (2009) climate change summit, this book makes very interesting reading. Not only does Monbiot... More
Monbiot is hysterically bias and it shows. He claims to have killer facts - except there not, whilst simultaneously ignoring other killer facts that tend to undermine and blow his assertions right out of the water.... More
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Caught On Video: Man Robs Hardware Store In Santa AnaPolice are searching for a man who robbed a hardware store in Santa Ana.
3 Robbery Suspects Wanted In ArcadiaAt this time, it remains unclear what was stolen from the home.
Man Robbed At Gunpoint In Downey In Incident That's Caught On TapeA man was robbed at gunpoint in Downey before being struck in the head with the weapon, authorities said.
Man Wanted In Connection With String Of Parking Lot Robberies In HollywoodThe suspect is considered to be armed and dangerous.
Police Hunt Suspect Who Robbed Hometown Buffet In Loma LindaThe robbery took place Friday evening around 6:15 p.m. in the 24000 block of Redlands Boulevard.
Man Arrested On Suspicion Of Sexually Assaulting Woman In Fountain Valley StoreDanny Thein Nguyen, of Garden Grove, was arrested Thursday on suspicion of robbery, kidnapping, assault with a deadly weapon and penetration with a foreign object.
Uber Driver Arrested On Suspicion Of Stealing iPhone From CustomerAccording to the Los Angeles Police Department, Medhanie Meshesha was arrested Tuesday at his home in Inglewood.
Man Wanted For Shooting Pregnant Woman In San BernardinoTwonn Alonzo McCoy is wanted for shooting a pregnant woman, robbing a convenience store and carjacking a customer in the parking lot.
Search Continues For 2 Outstanding Robbers In West HollywoodOne suspect is in custody, but two more are at large after robbing at least two people on a street in West Hollywood, pistol-whipping one of them, authorities said Tuesday.
Police Search For Armed Robbery Suspect In North HollywoodPolice Thursday searched for an armed suspect who robbed a man and woman in North Hollywood.
Police: 7,650 Laptops Valued At $3M Stolen From LA WarehouseLos Angeles police are looking for those responsible for stealing an estimated $3 million worth of laptops at gunpoint from a warehouse.
5 Men Wanted For Stealing Thousands Of Dell Laptops From Harbor Gateway WarehouseThe suspects drove two trucks onto the property, hooked up two trailers containing more than 7,600 laptops worth as much as $4 million, and drove off.


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On Second Thought is a one-hour, daily news talk show that airs at 9 a.m. ET weekdays.
Lewis and Hathaway's abilities are tested in the investigation of a student's brutal murder. Sunday, July 24 at 9 PM
National Signing Day is over and the reigning AAAAAA Champions, the Colquitt County Packers, had 25 players sign letters of intent on National Signing Day. I had a chance to go one-on-one with Head... MORE
Make your secure online donation at GPB.org.
How do you train your child to be the next millionaire app maker like 17 year old Nick d'Aloisio?: By following the simple but smart habits of D'Aloisio's parents. Mrs. Diana D'Aloisio divulged her...


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Comments about ''Smart Mormons': Writer draws connection between LDS beliefs about agency and modern politics'
- Oldest first
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- Most recommended
This was an excellent article and explains why I am a libertarian -- not a conservative or a liberal. Basically, I believe that it is wrong to coerce other people to be "good." Goodness only exists through free will. There is no morality without agency. We cannot compel people through the force of law to live by our standards, no matter how right we believe them to be. The only laws a society is justified in making are laws that stipulate we cannot harm others.
- 2:55 p.m. Jan. 28, 2013
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If I was the Deseret News, I would learn a little about the Canada Free press and it's staff, prior to "recommending" the article.
- 3:57 p.m. Jan. 28, 2013
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- Report abuse
@Spud City Idaho
How do you know that the author of the article (Mike Jensen) is currently a member of the LDS Church or, for that matter, is a Returned Missionary?
- 3:22 p.m. Jan. 30, 2013
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Mike Richards
South Jordan, Utah
"In today's world, government wants to force us, as Lucifer also desired, to do what government deems good and proper. Government wants the "glory". Government wants the applause. It wants to "save" us from ourselves."
I gotta laugh and reply everytime you start your Free Agency and Government rants.
Coming from the guy who tries to daily pass Governmental laws banning everything deemed by religion as "sinful" -
Who does What in their private homes and even more private bedrooms,
a woman's right to medical treatments,
non-Christian (even more specific, Non-Mormon] religious observances,
cetain movies and television shows,
shopping on Sunday,
caffeinated soda pop,
blue-shirts and ties,
knee length skirts,
And then not banning or restricitng the use of Assault rifles, and other weapons of mass destruction.
Your perfect America Utah-liban is no different than those "terrorists" 12,000 miles from here who use Government to instill Sharia Law -- for the good and reighteous sake.
That's Lucifer's plan - and I'll fight you every step of the way, Brother.
- 11:37 a.m. Feb. 1, 2013
- Like (2)
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Battlefield 4 Update Rolls Out On Xbox One
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Titanfall Digital Deluxe Announced for PC
Brand New Screenshots From Upcoming Batman: Arkham Knight Game
Plants vs. Zombies: Garden Warfare Video Review
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Thief - How to Unlock All Safes and Vaults
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If You're the Yankees and You Can Do it, Why Wouldn't You?
Before free agency began, in a pool with some friends, I had predicted the Yankees would sign CC Sabathia and Mark Teixeira.
Before free agency began, in a pool with some friends, I had predicted the Yankees would sign CC Sabathia and Mark Teixeira.
Look, the Yankees already do a good enough job screwing up their team via free agency without needing help from outsiders. Think Carl Pavano and Jaret Wright for starters.
One of the big stories that will loom over the baseball offseason is where Mark Teixeira will sign.
When you're running out a pitching staff that includes the likes of Darrell Rasner and Sidney Ponson, you can't be very good.
Nobody ever accused Yankees GM Brian Cashman of deflecting blame; he's always been a stand up guy.
After seeing what losing weight has done for A.J. Pierzynski's turnaround season, Yankees manager Joe Girardi has decided to clamp down on his players' eating habits.
First it was Yankees' catcher Francisco Cervelli getting his wrist broken when Elliot Johnson of the Rays slammed into him at home plate.
If you're an MLB freak and have taken a look at the schedule for the opening month, you may have noticed that the Yankees are getting shafted.


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July 31, 2016 - 05:00 GMT
The suspects were detained on Friday night following seven raids in the Mons region and another in the eastern city of Liege, which lies near the border with Germany and the Netherlands. However, no weapons or explosives were found.
July 30, 2016 - 16:00 GMT
The Rome-based channel said Thursday that, according to anonymous Egyptian sources, nines recordings were examined and the results indicate that Regeni was followed into a Metro station by five police officers on 25 January 2016 – the day he disappeared.
July 30, 2016 - 14:00 GMT
Two Indian soldiers and two suspected pro-independence militants have been killed in a gun battle in Indian-administered Kashmir near the territory's disputed border with Pakistan.
July 30, 2016 - 11:42 GMT
The announcement coming from leader Mohamad al-Golani, in the first known video statement to show his face.
July 30, 2016 - 09:34 GMT
Bilin has long been one of the most active villages in peaceful organized opposition against Israeli policies, as residents have protested every Friday for 11 consecutive years, and are often met with tear gas, rubber-coated steel bullets, and stun grenades from Israeli forces.
July 30, 2016 - 09:21 GMT
By long-standing convention, the army does not enter the twelve Palestinian refugee camps in Lebanon, leaving the Palestinian factions themselves to handle security.
July 30, 2016 - 07:00 GMT
Three Marina Militare vessels have so far intercepted six dinghies, and search and rescue operations are still ongoing, the statement said.
July 30, 2016 - 06:00 GMT
The United Nations says the deal threatens peace talks and Yemen's government has reportedly reacted by declaring the peace process over.
July 30, 2016 - 05:00 GMT
The Syrian government said Thursday it had opened three humanitarian corridors in Aleppo to help civilians leave the rebel-held neighbourhoods in the city's east.
July 29, 2016 - 16:00 GMT
Responding to Turkish Minister of Foreign Affairs Mevlut Çavusoglu, the Kyrgyz government said it had carefully studied the Turkish request, and that Kyrgyzstan is an independent country which can take its own sovereign decisions.
July 29, 2016 - 14:00 GMT
Egypt was the first of a handful of Arab countries to recognise Israel, in 1979, but the downfall of Hosni Mubarak in 2011 brought to power the government of Mohamed Mursi of the Muslim Brotherhood, straining relations with Israel.
July 29, 2016 - 12:14 GMT
Daesh extremists have executed at least 24 civilians after seizing a village in northern Syria from a US-backed alliance, a monitor says.
July 29, 2016 - 11:17 GMT
According to Qaraqe, the Palestinian prisoners said they were dependent on the Ma'an TV channel for their main source of news on Palestine and deeply resented the IPS officials' decision.
July 29, 2016 - 09:33 GMT
An estimated 250,000 to 300,000 civilians are thought to remain in Aleppo's opposition-held sector where government forces have imposed a tight siege after blocking all supply routes.
July 29, 2016 - 09:04 GMT
Clinton spoke Thursday night at the Democratic National Convention, and attacked what she portrayed as Trump's divisiveness, saying that the Republican nominee "wants us to fear each other."


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BEAT Festival
Brooklyn, NY 11215
Volunteers Needed for 3rd Annual BEAT Festival
Want to check out the best of Brooklyn's emerging artists in Theatre, Dance and Voice? Want to engage and interact with the community? Want free tickets to unique and individual experiences? Join our team!
Volunteers are needed for the 3rd annual BEAT Festival: Join our BEAT team and check out the best of Brooklyn's emerging artists in Theatre, Dance and Voice! Our festival runs 10 days and we need volunteers for all events! As a volunteer you will assist with check in, hand out flyers guide visitors, distribute materials and enjoy the incredibly diverse performances during our 10 day celebration of Brooklyn Artists across the borough. Locations for this year's event are Brooklyn Heights, Downtown Brooklyn, Park Slope/Greenwood, East New York, Crown Heights/Prospect Heights.
The Festival runs 9/11-9/20 (there is also a dress rehearsal on 9/10). For each day you volunteer (a 4-6 hour shift), you get a free ticket to any paid performance in the festival (subject to availability)!
With its mix of ethnic neighborhoods, historic culture, progressive style and timeless attitude, Brooklyn is a crucial base for creators in the performing arts. The borough's compelling thump powers the BEAT Festival. Staging tickets and free events at majestic and unusual spaces throughout the borough, BEAT shows why Brooklyn's performing arts are so influential and electrifying and why the borough's unique pulse galvanizes audiences as well as artists.
Please contact us for more information at email@example.com, and learn more about the festival at www.beatbrooklyn.com. We can't wait to work with you!
Jennifer Sandella
Festival Coordinator
BEAT Festival


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Hotels near Ricoh Arena
Search hotels near Ricoh Arena in Coventry
Trending now in Coventry
Hotels within 0.5 miles of Ricoh Arena
22 people looked at this hotel in the last hour
Most recent review
"Loved the room. Can't fault anything apart from the very very poor wifi."
A Traveller, Jul 2016, GB
- Doubletree By Hilton At The Ricoh Arena - CoventryNo Guest Reviews yet
8 people looked at this hotel in the last hour
Hotels within 1 mile of Ricoh Arena
189 people looked at this hotel in the last hour
Most recent review
"Stayed here for a Rugby match. Can't fault the place. Staff were outstanding! I'd definitely stay here again. It was one of the nicest places we've stayed at in the last 12 months - and we've done a few! My only comment would be the £5 parking charge but in the grand scheme of things it's hardly ..."
A Traveller, Apr 2016, GB
Hotels within 2 miles of Ricoh Arena
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Most recent review
"Overnight stay only...dinner later,locally with friends.Thought it would be noisy in bedroom as loud music in Brittania suite from wedding party.Not a sound though and a great night's sleep! Comfortable bed, spacious room at the right temperature,good shower,hearty breakfast...couldn't ask for more!"
A Traveller, Jul 2016, GB
Hotels within 3 miles of Ricoh Arena
199 people looked at this hotel in the last hour
Most recent review
"I stayed at this hotel for 1 night when down seeing family. I stayed in room 315. (King Suite). Room was very tired and shabby. Not what I expected. Very disappointed, The pool & jacuzzi was very though. Breakfast was great apart from the staff who were very unfriendly. Next time I will stay at a..."
A Traveller, Jun 2016, GB
147 people looked at this hotel in the last hour
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"It was in a great spot of Coventry and close to everything we needed"
A Traveller, Jul 2016, GB
129 people looked at this hotel in the last hour
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A Traveller, Jul 2016, GB
110 people looked at this hotel in the last hour
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"Very satisfying. We had to attend a ceremony at Warwick in the morning so to avoid travelling in the early morning traffic rush we decided to stay overnight at Coventry. This was the best priced hotel for a family room. 2 adults and a grown up daughter. The room was spacious and reasonable with v..."
A Traveller, Jul 2016, GB
22 people looked at this hotel in the last hour
Most recent review
"Apart from being in a motorway services I couldn't find fault. I knew this before I booked but its only once there you realise it isn't the best."
A Traveller, May 2016, GB
- Premier Inn Conventry Cty CntrNo Guest Reviews yet
3 people looked at this hotel in the last hour
Map of hotels near Ricoh Arena
Hotels in Coventry near Ricoh Arena
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- Anonymous
- Belgium, Male, 18-24
- Novice Nomad
- 1 review
Very nice hostel, close to Belem and close to bus- and train station. Nice and quiet at night. Very friendly staff.
- Anonymous
- Mexico, Male, 18-24
- Avid Traveller
- 12 reviews
It was a nice place but not the best location and also it was so lonely. I was in a room of 12 beds by myself so it was strange that it was so empty.
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As long as the lab grown diamonds can be identified their value will never be the same as rare natural diamonds. More


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"No show" Fletcher shares intimate DNC moment on TV
Bloomberg-backed Qualcomm politico turns up in Philly with main squeeze
Matt Potter 2:30 p.m., July 28
Posted May 14, 2013
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Matt Potter 2:30 p.m., July 28
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Marty Graham 12:30 p.m., July 28
Larry Steckling 11 a.m., July 28
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A Retrospective of Prince's Iconic Moments in Fashion
The prolific musician was also an influential style setter.
(Photo: Michelle Obama via Instagram)
Barack Obama celebrated his 52nd birthday on Sunday and his wife, Michelle Obama, marked the occasion by sharing an old black-and-white photo of the couple on her Instagram account. In it, the young pair sit closely together on a couch with Michelle leaning into Barack while his arm wraps around her and rests on her lap.
"Happy birthday, Barack! Your hair's a little grayer, but I love you more than ever," she wrote and signed off with her initials "mo," meaning it was written directly by FLOTUS.
The photo has since received more than 60,000 likes and nearly 2,000 comments from other well wishers praising the image.
For more adorable throwback pictures of the first family, including one of Barack and Michelle carrying their young daughters, Sasha and Malia, visit FLOTUS's Instagram account @michelleobama.
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The prolific musician was also an influential style setter.
Join us in making lemonade-infused cocktails in honor of Queen Bey's latest release.


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"Naquin the Chef looks determined without being ruthless. Something heroic in his manner. There's a courage about him. Comes across so calm. Acts like he has a dream. Full of passion. Well, you know why. Knock homers out of the box all the time. Pitches know his repertoire, big fly. Yeah, straight up, Naquin mess your whole team up. It's for real though, ball connect with stick, ditto. We could trade places, ball lifted run around the bases. Word up, peace, infatuated redfaces." I almost didn't write the title of the Naquin the Chef song, Infatuated Redfaces, but then I was like, "There's a team named Redskins and a mascot named Chief Wahoo, I think I'm all right." Yesterday, Tyler Naquin kept it going with the insane run he's been on — 3-for-4, 6 RBIs with two homers (11, 12). He now has six homers in the last ten games. That's six homers in July to go with his six homers in June. As I said back in spring training when I saw Naquin play, he had a nice stroke against righties, but looked kinda gnarly vs. lefties. Looks like a 17/17 player that needs to platoon. Right now, his power's way above that, but will likely come down to earth at some point. Of course, I'd still own him now. Word up, peace, infatuated redfaces. Anyway, here's what else I saw yesterday in fantasy baseball:Please, blog, may I have some more?
Carlos Carrasco
Welcome, prematurely balding men and five women who are married to prematurely balding men and decided if you can't beat them, join them! Make yourself comfortable, this is gonna be a long post. Here, enjoy some coffee. Oops, you just drank rat poison. Don't worry, it can't be worse than owning Chris Archer in the 1st half. Oh, you owned him and that's why you drank the poison! Now, I'm following! Hey, I'm supposed to be leading! Before we get into the top 100 for the 2nd half of 2016 fantasy baseball, let's just be glad our 18-year-old selves can't see us now, we'd get beat up! But our twelve-year-old selves would think we're the coolest! So, as with all of the other 2016 fantasy baseball rankings, take this list with a grain of salt. If you need a 2nd baseman, but an outfielder is above him that doesn't mean you can't trade that outfielder for that 2nd baseman. Also, things change in fantasy baseball. Daily. I could put Bryce Harper number two on the top 100 list for the second half of 2016 and he could pull a–Well, we won't even mention an injury with Bryce. Why soil a good thing, ya know? This list is a road map for where I think guys are valued. It's not the Holy Grail in the Church of Grey, that would be my mustache. This list is NOT (caps for emphasis, not aesthetics) where I see guys ending up if you were to take their first half and combine it with the 2nd half. This is simply a list of the top hundred fantasy baseball players if you were to pick them up today. So while David Price did not have the greatest first half, he will appear on this list because I still believe. The projections are not their combined 1st half and 2nd half numbers; these are their projections for the 2nd half of 2016. I also liberally used our rest of the season Fantasy Baseball Player Rater. That's right, we have a Player Rater that tells you what players will do. It's like that camera from The Twilight Zone. Welcome to the future! Anyway, here's the top 100 for fantasy baseball for the 2nd half of 2016:Please, blog, may I have some more?
*nervous finger tap* How many days without baseball? So, I can close my fantasy baseball team browser window without missing anything? Okay. *throws computer out window* What? Was there another way to close my fantasy team page? I hadn't in so long I forgot. What do you mean I can go outside without worrying about missing anything in baseball? But there's real people out there! I'm staying right here, thank you very much! So, we're headed to the break, but Craig Kimbrel just has a tear, no break. He hit the DL with a medial meniscus tear in his knee. Oddly enough, a remedial mend-iscus Band-Aid is not used to fix this. I think you messed up modern medicine, but I'll reserve judgment. This will sideline Kimbrel for about four weeks. In his place will be Koji Uehara. Koji is famous for his food truck and 41-year-old junk pitches. The newly-acquired Brad Ziegler, who should put a Z like Zorro on the mound after every strikeout, will back up Uehara, because Ziegler's kinda bleh (1.40+ WHIP, 6-ish K/9) and Koji's been in Boston a while. Since Boston's colors are red, they should call him Scarlett Uehara. As for over in Arizona, I agree with Dan Pants in Saturday's roundup. The non-Yankee Clippard is the one to own. Anyway, here's what else I saw this weekend in fantasy baseball:Please, blog, may I have some more?
Hey everyone and welcome to Sunday!
Remember me? It's Zach! Your good ol'… Zach. Anyways, I have been gone since the 20th, and I got back last Sunday, on a really awesome trip to Alaska. But alas(ka), I have not written in quite a while and it is good to be back! Huge, huge thanks to the main men Teddy Heater and Gern for not missing a beat and providing some great coverage of the Sunday's that I missed. Tip of the cap to you fellas. So where are we for today?
We have 3 pitchers taking the mound for us today that are $10k+ on DraftKings: Carlos Carrasco, John Lackey, and David Price, with Carrasco being the most expensive at $11.6k. And he's who we'll start of this lovely Sunday with.
New to DraftKings? Well reserve your spot in the 25 Team Razzball Exclusive League set to run Monday July 11th to wet your DK whistle. Just remember to sign up through us before you do. It's how we know you care! Wanna know what the best part is about signing up with us? The free subscription for the rest of the season to our DFSBot, that's what! For details on the how to, please visit our Razzball Subscriptions page.Please, blog, may I have some more?
Wade Davis hit the DL with a forearm strain. Brooks Pounders was called up in a corresponding move. Brooks Pounders is also my favorite AVN starlet. This sounds ominous for Davis, a forearm strain is not good for pitchers. A precursor for Tommy John surgery, they say. They also chew Copenhagen and call everyone kid. The one bright spot in this dark, gloomy sky is the backdating of the DL stint. Maybe, just maybe, Davis will return right after the All-Star break, when he's eligible. Yes, he could only miss seven games from now. That skywriter is trailing smoke behind him, writing, "Hope Davis." But maybe he ran out of fuel and was gonna write, "Hope Davis Will You Marry Me?" In Davis's place, Joakim Soria or Kelvin Herrera will replace him. Kelvin is much better, so why 'You must be Joakim' at all? That hard-to-quantify, harder even to justify outside of your own front office, closer experience. Anyway, here's what else I saw yesterday in fantasy baseball:Please, blog, may I have some more?
I love a good deal. If I'm going to a Pirates game and pay $20 under face value for tickets, I'm happy. How about a $2,000 TV from Best Buy for $1,200 on sale? That would make me ecstatic. Hell, I just bought Lay's Potato Chips (best chips ever, by the way) for $1.77 a bag. That's the family size bag! Talk about a great holiday bargain. On Tuesday night, there is one clear bargain that stands out and it must be exploited. Over his last four starts, Madison Bumgarner's DraftKings pricing has ranged from $12,800-$14,000. He faces the Rockies–at home–and is priced at $11,700. We all know how this game is played. If the game is at Coors Field, there is extreme risk involved. But, this game is being played in the friendly confines of AT&T Park. MadBum is both a cash and GPP option. Exploit this bargain–hopefully you can use the savings to buy some potato chips.
New to DraftKings? Scared of feeling like a small fish in a big pond? Well reserve your spot in the 25 Team Razzball Exclusive League set to run next Monday, July 11th, to wet your DK whistle. Just remember to sign up through us before you do. Wanna know what the best part is about signing up with us? The free subscription for the rest of the season to our DFSBot, that's what! For details on the how to, please visit our Razzball Subscriptions page.Please, blog, may I have some more?
The sixth inning of every home Clayton Kershaw start isn't going to be the same. No longer will Angelenos be filing in as if it's the first, suddenly realizing that Kershaw is pitching, but now they will be stuck talking about everything but baseball for the entirety of the game and not simply 95% of it. "Ma, can I keep score on the back of my headshot?" "We're not here to see the game, Timmy, we're here to run into commercial directors. This is where Stew's mom got him that Tropicana commercial. You want to pay my bills, don't you?" "Sorry, ma." Like the oral sex scene in The World According to Garp, it's a devastating blow losing Kershaw for any amount of time. He was diagnosed with a herniated disc, but won't require surgery. The Dodgers are hoping he's back (poor choice of words) from the DL right after the All-Star Game. I'd pray with you, but I'm using my hands to clap for not drafting a pitcher in the 1st round. The Dodgers did pick up Bud Norris in a trade to fill in. Won't see any fall off there! Anyway, here's what else I saw yesterday in fantasy baseball:Please, blog, may I have some more?
On Saturday, Michael Conforto was demoted to the minors. Ouch. Not only did he fall far from preseason expectations, but he seemed to be breaking out in April. Coming out of April, he had 4 HRs and a .365 average. In May and June, he hit .169 and .119 and, finally, the Mets threw in the towel just as Conforto's head was bouncing on the canvas. Shame, isn't it? Not a shame, a product of not being able to hit. I'm sure he'll be back at some point, but you can drop him in all but the deepest dynasty leagues. In his place came, Brandon Nimmo. Okay, let's get them out of the way up front. The Mets are finding Nimmo in a sea of prospects. The Mets aren't finding Drury because he's on a different team. Is Nimmo the Mets' outfield fixar? That's a clown fish question, bro. Nimmo's minor league numbers look dynamite, but that's because he was playing in the PCL, which is like playing on the moon with an aluminum bat. He had five homers, five steals and a .331 average. That seems to be his profile more or let's be generous, maybe 10/15/.280. Sounds downright Lagaresque. Outside of deep mixed leagues and NL-Only, I'd ignore for now. Anyway, here's what else I saw this weekend in fantasy baseball:Please, blog, may I have some more?
I swear every time I write it seems like Steven Wright is on the mound and every time I'm here touting him. Despite an 8-4 record and an AL best 2.01 ERA, Mr. Wright remains the Rodney Dangerfield of pitchers, getting no respect. Just look at his DraftKings pricing over his past three starts, $12,200 two starts ago, $11,100 last time out and now tonight, he's at $10,600. This in spite of having thrown 9 innings of 5 hit shutout baseball against the White Sox in Fenway Park last time out. I get the match-up is a little tougher and it's on the road against the Rangers, but good grief, hasn't the man earned it to this point? Clearly, someone at DraftKings HQ is a knuckle-ist. They hate all things knuckles, brass knuckles, knuckle heads and moose knuckles. He's priced at the bottom of the ace pile, right before all the scrubs when he should be priced near the top. No matter, I hope his price keeps dropping and I'll just keep on rostering him every chance I get. I suggest you do the same, or are you a knuckle-ist too? Let's take a look at a few more bargains for the Saturday DraftKings slate:
New to DraftKings? Scared of feeling like a small fish in a big pond? Well reserve your spot in the 25 Team Razzball Exclusive League set to run Monday June 27th to wet your DK whistle. Just remember to sign up through us before you do. It's how we know you care! If you still feel helpless and lonely, be sure to subscribe to the DFSBot for your daily baseball plays.Please, blog, may I have some more?
You know how they have pink bats for Mother's Day? They should have bats in the shape of penises for Father's Day. "Ooh, a swing and a miss. Damn, he had that schlong just out in front of that ball." "You know socialism never worked, but penises have worked for thousands of years, depending on what interpretation of the Bible you ascribe to." "Wow, what size bat is David Ortiz using?" Happy Father's Day to all of our readers minus five ladies! Yesterday, for Dad's Day, Julio Teheran showed us Americans how they do it in Iran on Father's Day. Teheran #1 — ptooey everyone us! His line was 9 IP, 0 ER, 1 hit, zero walks and 7 Ks, lowering his ERA to 2.66. I've been saying for a few weeks now that Teheran is worth picking up. He's obviously not this good. His xFIP is 3.97, but his walk rate is down from last year and his ground balls are up, not literally. Other than last year, he was a consistent low-3, high-2 ERA guy, and he looks like he found his way back there. By the way, if you're thinking what I'm thinking, agreed, we should not allow any university lacrosse teams access to the penis bats. Anyway, here's what else I saw this weekend in fantasy baseball:Please, blog, may I have some more?


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ObjectiveDynamic p-technique (DPT) is a potentially useful statistical method for examining relationships among dynamic constructs in a single individual or small group of individuals over time. The purpose of this article is to offer a nontechnical introduction to DPT.MethodAn overview of DPT analysis, with an emphasis on potential applications to pediatric psychology research, is provided. To illustrate how DPT might be applied, an example using simulated data is presented for daily pain and negative mood ratings.ResultsThe simulated example demonstrates the application of DPT to a relevant pediatric psychology research area. In addition, the potential application of DPT to the longitudinal study of adherence is presented.ConclusionAlthough it has not been utilized frequently within pediatric psychology, DPT could be particularly well-suited for research in this field because of its ability to powerfully model repeated observations from very small samples.
Pediatric psychology research often focuses on constructs that change over time (Holmbeck, Bruno, & Jandasek, 2006). The developmental focus of the field dictates that medical, behavioral, and psychological phenomena be studied within a dynamic framework with an emphasis on understanding how these factors interact across time. However, pediatric psychology research often fails to capture the dynamic nature of key constructs and, instead, examines constructs within an overly simplistic and static framework (De Civita & Dobkin, 2004). One possible reason for this is the limitations of traditional data analytic techniques for capturing these types of patterns among the kinds of data typically available to pediatric psychology researchers. In light of the importance of dynamic representations of pediatric psychology phenomena, and the limitations of traditional techniques in explicating these patterns, we review a multivariate time-series analytic approach that might be particularly well-suited to the field of pediatric psychology. Specifically, we will discuss dynamic p-technique (DPT), an extension of the p-technique factor analysis model (Cattell, 1952; Cattell & Williams, 1953), as a statistical approach that is likely new to many pediatric psychologists and has the potential to be useful in examining longitudinal patterns in health-related data for a single individual or small group of individuals.
In exploring the application of DPT to pediatric psychology research, we will first provide a brief overview of this technique and its application in other areas of psychology. Second, we will discuss the unique advantages of DPT for pediatric psychology research. Third, we will propose areas of inquiry within the field in which DPT might be particularly useful. To highlight potential applications and to give the reader a look at DPT "in action," we present an example using simulated data. We will conclude by comparing DPT to other approaches that may be appropriate for small samples. Throughout this discussion, we will argue that DPT is a potentially useful, but under-utilized, statistical application for studying longitudinal patterns among important constructs in pediatric psychology because it provides a flexible structure for analyzing repeated observations over time.
According to Cattell's data box (Cattell, 1946), there are three basic dimensions sampled in psychological research: people, occasions, and variables. Based on this conceptualization, Cattell, Cattell, & Rhymer (1947) introduced p-technique factor analysis, a special application of factor analysis specifically designed to capture patterns among many repeated observations. It is a "person-centered" time-series analysis typically used to examine intra-individual variability over time; that is, variables are factor analyzed over time (i.e., occasions) within a person. Similar to traditional factor analysis, these multiple indicators are analyzed within the individual to obtain the relationships among the latent variables as well as among measures and latent variables over time. In contrast to more traditional analytic methods requiring large samples and drawing conclusions based on group data (e.g., analysis of variance, multiple regression), p-technique factor analysis can be utilized with a single individual (or a small group of individuals using a "chained" approach or multiple-group SEM techniques discussed later). Data are typically collected on multiple constructs repeatedly with relatively short intervals between occasions (Little, Bovaird, & Slegers, 2006). P-technique factor analysis offers an option for statistically rigorous examination of individual data over time, capitalizing on the power of serial observations gathered from one individual. Furthermore, it is a potentially useful technique for capturing dynamic patterns among individuals that are often obscured in large-group analyses (Hawley & Little, 2003).
Despite considerable potential, traditional p-technique factor analysis has been criticized by some authors, particularly for its failure to account for the serial or time-related dependencies of the observations (e.g., Anderson, 1963; Nesselroade, McArdle, Aggen, & Meyers, 2002). In response to this notable limitation, methodologists have modified the traditional p-technique to create dynamic p-technique (DPT; also known as a direct autoregressive factor score (DAFS) model; Engle & Watson, 1981) which explicitly models lagged effects of factors on other factors using auto-correlations to capture these relationships across time (Hawley & Little, 2003; Russell, Jones, & Miller, 2007). In DPT analyses, this can be accomplished by analyzing a lagged covariance matrix (e.g., block-Toeplitz matrix) incorporating both synchronous and time-lagged information (Little et al., 2006; Wood & Brown, 1994). This method allows for the examination of how: (a) different variables relate to each other at the same time (t; e.g., pain and mood at t, t-1, t-2 etc.; within-lag covariance); (b) the same variable relates to itself over time (e.g., mood at t and mood at t-1; autoregressive covariance); and (c) one variable relates to another longitudinally (e.g., pain at t−1 and mood at t; mood at t−1 and pain at t; cross-lagged covariance). A visual depiction of a hypothetical dynamic p-technique model of pain and mood, illustrating two lags, is presented in Figure 1. In addition, the types of covariances discussed above are labeled in this model. As demonstrated in the figure, researchers have the ability to analyze both stable and dynamic elements across time which could be useful in identifying associations between variables. Therefore, DPT is especially well-suited to examine research questions regarding the effects of multiple variables on each other from day-to-day or from moment to moment.
DPT models can be specified to incorporate multiple lags as indicated by relevant theory; that is, the researcher can examine more than one lag within the repeated observations, however, the number of lags should be guided by theoretical expectations. Figure 2 shows a single-lagged DPT data structure for two variables, pain (p) and mood (m), observed over 200 occasions. In order to create a lagged structure, each observation is matched with the respective record preceding it in time (i.e., the second observation of pain is paired with the first observation of pain, the third observation of pain is paired with the second observation of pain and so forth). This can be repeated in order to create additional lags (i.e., Lag 2, Lag 3, etc.). From this data structure, the raw data or a covariance matrix can be generated and used for the DPT analysis.
DPT models can be estimated using structural equation modeling techniques (SEM; see Nelson, Aylward, & Steele, 2008, for discussion of SEM in pediatric psychology), which allows constructs to be modeled in the latent space and gives this analytic strategy considerable flexibility. Little et al. (2006) highlighted some additional advantages of DPT analysis within an SEM framework. First, a construct can be represented using a latent factor comprised of multiple indicators which controls for measurement error. Second, DPT models can be specified to incorporate both dynamic and static constructs, allowing for the examination of covariates. Finally, although the focus of DPT analyses is at the individual level, DPT can incorporate more than one individual by one of two ways: (a) using a "chained" approach, whereby estimates are collapsed across all individuals (this approach assumes that the model and parameters are the same across all individuals); or (b) using a multiple-group SEM design to compare models across individuals and simultaneously examine group patterns and individual differences (Little et al., 2006). In this approach, equality constraints can be used to empirically test the invariance of paths across individuals. Typically, using this method, researchers will need a greater number of observations and individuals than with the former approach.
Over the years, p-technique (both traditional and dynamic) has been employed to address a number of topics within the psychological literature. Many of these investigations have centered around the study of mood and personality within adult populations (e.g., Shirfen, Hooker, Wood, & Nesselroade, 1997; Zevon & Tellegen, 1982). Within the developmental literature, p-technique methods have been applied to the study of temperament within the context of mother–child dyadic interactions (Hooker, Nesselroade, Nesselroade, & Lerner, 1987). One of the most interesting applications has been the use of p-technique to study dynamic therapist–client interactions during the psychotherapy process (see Russell et al., 2007, for review). In 1995, a series of papers was published in the Journal of Consulting and Clinical Psychology examining the dynamics of psychotherapeutic interactions in an attempt to identify components of the change process that may be difficult or even impossible to study using more traditional group designs (see Czogalik & Russell, 1995; Luborsky, 1995; Russell, 1995). The application of DPT to the psychotherapeutic process suggests the potential power of this technique in explicating elements of clinically relevant change that are often overlooked in large-N investigations.
Despite some applications in the broader clinical and developmental psychology literatures, p-technique factor analysis and/or DPT has not been frequently utilized within pediatric psychology. In fact, a search for the terms "p-technique," "dynamic factor analysis," and "dynamic factor model" within the Journal of Pediatric Psychology (JPP) revealed no studies that utilized this analytic strategy and only one paper that even mentioned any of these terms in its text (Nelson et al., 2008). Further, we would venture to guess that many, if not most, of the readers of this journal are generally unfamiliar with p-technique, largely because it has not been a part of the standard analytic armamentarium in pediatric psychology.
More broadly, pediatric psychology research has generally lacked rigorous statistical applications for small-N studies, although there have been some notable exceptions using time-series analyses (Chorney, Garcia, Berlin, Bakeman, & Kain, 2010; Schwebel, Summerlin, Bounds, & Morrongiello, 2006; Soliday, Moore, & Lande, 2002). The lack of statistically rigorous methods for analyzing data from very small samples represents an opportunity for growth because the field maintains a general openness to small-N, and even single-subject, studies as a useful methodology for advancing knowledge in the field. This openness is evident in JPPs active solicitation of small-N research through the ongoing special section on Single-Subject Studies. In their introductory paper, the special editors of this section highlighted the potential benefits of small-N research, including its ability to uncover individual changes in a way that is accessible to many clinicians (Rapoff & Stark, 2008). Although they primarily highlighted applied behavior analysis designs, which represent much of the small-N research published in JPP (e.g., Bernard, Cohen, & Moffett, 2009; Cushing, Jensen, & Steele, 2011; Powers et al., 2006), as a methodologically rigorous approach to single-subject data, we believe that DPT may represent a statistically rigorous option for situations in which experimental manipulation of key variables is not possible or several dynamic constructs could be affecting each other across time (see discussion of comparison between DPT and other small-N methodologies later in this article).
Despite its limited use in pediatric psychology research to date, DPT holds several potential advantages for research in this field. As we discuss below, the main advantages of DPT include: (a) enabling researchers to conduct "large-N research" despite a small number of participants; (b) facilitating the study of dynamic patterns of important constructs; and (c) the idiographic (i.e., individual-focused) nature of this approach.
Small sample sizes are a common problem in pediatric psychology research (Holmbeck, 2008). Obtaining adequate samples is often difficult or even impossible because of low disease prevalence and the challenges of coordinating multi-site investigations. Although small samples are understandable—and at times unavoidable—they can significantly limit researchers' ability to address important questions of interest with sufficient power. Furthermore, as pediatric psychology research moves toward testing increasingly complex theoretical models and mechanisms, the limitations of small samples are even more apparent. As a result, researchers are often confronted with an unenviable choice between either conducting analyses with low power or (over)simplifying models to accommodate smaller samples.
Unlike more traditional statistical approaches which require relatively large numbers of participants to obtain adequate power, DPT derives its statistical power from the number of observations over time and can be employed with a single individual or a small number of participants (Little et al., 2006). With sufficient numbers of observations (depending on model complexity; Molenaar, 1985), DPT can allow for complex models that match the complexity of research hypotheses. Simply stated, DPT allows researchers to conduct sophisticated analyses, despite small numbers of participants. For many chronic pediatric conditions, repeated measurement of a small number of individuals over time is often more feasible than studying large numbers of participants. The ongoing care of children and adolescents with chronic conditions can provide an opportunity for collecting large amounts of data within the context of regular medical care, and DPT allows researchers to take advantage of these data to study dynamic processes.
Given the developmental focus of pediatric psychology (Holmbeck et al., 2006), many of the constructs of interest are dynamic in nature. However, these constructs are typically studied as static phenomena in order to simplify statistical analyses. For example, adherence is often represented as a percentage of time in compliance with medical regimens, but this approach ignores the variability in behavior within the time period being studied (De Civita & Dobkin, 2004). Furthermore, adherence patterns may change over time and the factors that influence these changes can only be identified using an analytic strategy that captures this dynamic nature instead of forcing it into a static framework. Rather than a static conceptualization, DPT captures dynamic patterns and can provide researchers with greater insight regarding the longitudinal course of important constructs.
DPT can also be useful in capturing dynamic processes that are likely missed in longitudinal studies with only a few time points. Meaningful change can occur rapidly and measurement intervals must be tailored to capture these changes (Hawley & Little, 2003). For example, significant medical or psychological changes may occur daily, or even more frequently, during periods of acute illness. However, researchers may shy away from measuring important constructs this frequently because the repeated observations would complicate statistical analyses. As a result, longer intervals of measurement may be adopted, resulting in significant loss of information about the variability of constructs during the interval. In contrast, with DPT, frequent measurement can be embraced and contributes to power to find important patterns among the data. With this technique, statistical models can more closely approximate constantly changing constructs as they are experienced by children and adolescents.
The ability to handle many repeated observations has become increasingly valuable with the development of sophisticated medical data-gathering technologies. For example, technologies such as continuous glucose monitoring (CGM) can produce an abundance of real-time data. For researchers equipped with only traditional data analytic methods, this volume can be overwhelming and lead to decisions of how to collapse data to make it more manageable. In attempting to fit the data to the statistical technique, valuable information (e.g., variability) can be lost and with it the richness to answer sophisticated questions. In contrast, for investigators using DPT, the volume of data produced by continuous monitoring methods is an asset and allows for the study of important phenomena in a naturalistic way.
The study of dynamic patterns using p-technique can be useful both in generating and testing dynamic theories in pediatric psychology. At times, our theories have been limited by our methods, and static conceptualizations have dominated because we cannot easily study dynamic models. By considering a more dynamic statistical approach, researchers may be better able to conceptualize changes over time, perhaps leading to the development of more sophisticated and dynamic theories. Theories involving mediational models, for example, are best examined within a longitudinal framework (Cole & Maxwell, 2003), and might be a particularly useful focus for pediatric research employing DPT. In the earlier stages of research, DPT studies can help to describe important change processes and develop theories about the dynamic interplay between constructs. These theories can be examined later in more large-scale investigations to determine if they generalize to a broader population.
In contrast to most traditional statistical approaches (e.g., ANOVA, multiple regression), the focus of DPT is on individual (i.e., intra-individual) patterns rather than on group-level characteristics. This idiographic approach is consistent with clinical practice in which decisions are typically made on an individual, case-by-case basis. Therefore, studies that employ this individual-level of analysis may be viewed as especially relevant by clinical practitioners, and the practice implications of such studies may be more apparent and easily implemented in clinical settings (see Borckardt et al., 2008, for a similar argument with respect to time-series analysis for psychotherapy research). Furthermore, the kind of data that are used in p-technique analyses can often be obtained in the course of regular clinical practice (e.g., daily pain or mood ratings), providing an opportunity for collaboration between researchers and clinicians in conducting clinically meaningful applied research. Given pediatric psychology's emphasis on promoting evidence-based practice (see Nelson & Steele, 2009), and recent call for clinically oriented research in JPP (Drotar, 2010), research using p-technique may be helpful in bridging the gap that often exists between science and practice.
A detailed description of the mechanics of DPT is beyond the scope of this article; however, the reader is referred to Wood & Brown (1994) for further discussion and practical resources for conducting DPT analyses. In addition, Nesselroade et al. (2002) provide an overview of this method along with other dynamic factor analysis models with sample syntax for conducting the respective factor analyses. Instead, we offer here a brief discussion of considerations for researchers contemplating utilizing DPT.
As with any longitudinal investigation, researchers planning to use DPT must consider the most appropriate intervals for data collection. Ideally, the intervals selected would be frequent enough to capture the change process in action (Hawley & Little, 2003). For constructs that can change quickly (e.g., mood, pain, certain physiological indicators), daily data collection, or even multiple collections within the day, may be necessary to effectively model the volatile and interactive behavior of key constructs. Such frequent data collection methodologies are already in place in many pediatric clinical settings (e.g., daily diaries for outpatient pain treatment; frequent physiological measures of children in inpatient settings; measurement of blood sugar levels with continuous glucose monitoring), although these data are typically not used for research purposes. The power for conducting DPT analyses is derived from these high density and high frequency applications. A second important consideration for researchers intending to utilize DPT is the consistent measurement of multiple dynamic constructs over time. Constructs of interest must be measured in the same way (i.e., using the same scale) over the repeated observations in order to make sense of the longitudinal patterns. Third, it is preferable for researchers to have some a priori hypotheses about how the constructs relate to each other across time before beginning data collection. Although DPT can be either exploratory or confirmatory (Hawley & Little, 2003) a good theory is invaluable in selecting constructs, measurement intervals, and the duration of the study. Finally, researchers should consider issues of power prior to initiating data collection. In the case of DPT, the primary factor affecting power is the number of repeated observations that are collected. Strict guidelines for the number of observations needed are lacking; however, some research has suggested that analyses can be conducted with as few as 50 observations depending on the complexity of the model (Molenaar, 1985). In general, more complex models that include more variables and more lags require a greater number of observations to achieve adequate power; however, more research is needed to determine the number observations required under different model conditions. A Monte Carlo approach to power estimation may be helpful in this circumstance (Muthén & Muthén, 2002). Additionally, resources for organizing data and making decisions about the number of lags to include in a particular DPT analysis, including SAS macros, are available in Wood and Brown (1994).
To provide a demonstration of DPT analyses applied to a pediatric psychology research topic, we present a hypothetical study examining daily pain and negative mood using DPT. Current conceptualizations of pain highlight the dynamic interplay of pain and mood (Dahlquist & Nagel, 2009). Cross-sectional studies have found that these factors are related (e.g., Varni et al., 1996); however, the way they interact on a day-to-day basis has been less studied (see Gil et al., 2003, for an exception). Using DPT, researchers could examine how these factors relate to each other over time for a single individual or a small number of participants. More specifically, the relationship between pain and negative mood on the same day, for example, could be examined. Further, more predictive relationships between the variables, such as negative mood at time t−1 affecting pain at time t (or vice versa; i.e., cross-lagged correlations) could be examined based on theories of causality. Such a study could be feasible using clinically available data. Many cognitive–behavioral treatments for pain already ask youth to track their pain ratings and relevant factors using daily diaries. Beyond their clinical usefulness, such records may also represent a valuable, but largely untapped, source of research data. As mentioned earlier, collaborations between clinicians and researchers around using these records in DPT studies could offer opportunities for clinically relevant investigations consistent with the scientist–practitioner model.
To demonstrate potential DPT analyses for the longitudinal relationship between daily pain and negative mood, we created a simulated data set including 200 observations of both pain and negative mood ratings for a single individual. The data were generated using a first-order dynamic p-technique model and a pseudo-random number generator in the R statistical software (R Development Core Team, 2008). The simulated data included a single indicator of pain that was rated on a 0 to 10 scale (0=no pain, 10=highest pain) along with a latent construct of negative mood with five indicators derived from those items of negative affect found on the International Positive Affect Negative Affect Schedule Short Form (I-PANAS-SF; Thompson, 2007). Each indicator of the latent construct of negative mood was a five-point likert-scale item where larger values represent more negative mood. Latent variables in DPT are defined in the same way that they are defined in SEM. Our example allows for bidirectional associations among pain and negative mood using a single lag model. More specifically, a single lagged data structure for each of the indicators was created (note that in Figure 2, negative mood is represented by a single variable to simplify our presentation; however, in the simulated example, this would include five separate indicators of negative mood that are matched with respective subsequent observations). After creating a lagged data structure for each of the indicators, the raw data was then imported into Mplus version 5.2 (Muthén & Muthén, 2008) and syntax for the panel model depicted in Figure 3 was analyzed. Syntax and output for this model are included in the Appendix (see Supplementary Data).
The standardized results from DPT analyses with the simulated data are presented in Figure 3. The lagged effect of pain on negative mood (i.e., pain on the previous day affecting negative mood on the current day) is captured in the regression path from pain at time t-1 to negative mood at time t, and this path is highly statistically significant (note that the lagged paths are interpreted in the same way regression beta weights are interpreted in SEM). Similarly, the lagged effect of negative mood on pain is represented in the path from negative mood at time t−1 to pain at time t, and this path is also highly statistically significant. In terms of the autoregressive paths (i.e., the relationship between a variable and the lagged version of that same variable), both pain and negative mood had significant paths. It is also worth noting that the lagged relationships are similar for pain and negative mood; that is the standardized estimates for the cross-lagged relationships between pain and negative mood are similar (0.264 for the effect of lagged pain on negative mood and 0.251 for the effect of lagged negative mood on pain) and estimates for the autoregressive relationships were also similar (0.426 for mood and 0.435 for pain). Overall, the conclusions that we would draw from this model are that pain and negative mood have similar lagged relationships with one another over time, resulting in a bidirectional relationship between these two variables. Negative mood is positively associated with pain the next day (i.e., more negative mood is associated with a higher pain rating), and pain is positively associated with negative mood the next day (i.e., a higher pain rating is associated with more negative mood).
Beyond the pain and mood example presented, many other areas of inquiry within pediatric psychology might benefit from the use of DPT to address core issues. To further demonstrate the potential usefulness of DPT, we discuss the possible application of this technique to the area of adherence. The study of adherence to medical regimens is an important area of inquiry within pediatric psychology and represents one of the core "cross-cutting" issues in the field (La Greca & Mackey, 2009). Despite a growing body of quality research in this area, adherence research has often tended to employ artificially static conceptualizations of this construct (Rohan et al., 2010). Composite adherence rates classifying youth adherence at a certain level (often represented as a percentage of instances in which a child is adherent) may simplify analyses but lose the variability of adherence across time (i.e., a child who is labeled as 50% adherent to a particular medication may be 100% adherent 1 week and then 0% adherent the next). Further, variability in adherence may be clinically relevant and may hold valuable information about the factors that affect adherence from day-to-day (Wu, Aylward, & Steele, 2010). For these reasons, studying patterns in adherence over time has been identified as an important goal for future research in this area.
Largely due to the recognition of the need to examine adherence more longitudinally, more dynamic representations of adherence have begun to emerge in the literature in recent years (e.g., Rohan et al., 2010; Stepansky, Roache, Holmbeck, & Schultz, 2010). However, such research presents numerous challenges such as the need to recruit large samples and retain a large percentage of those participants over time. DPT investigations, on the other hand, could study a small number of individuals, examining their adherence and the factors related to adherence through many repeated observations. Because many medical regimens for pediatric chronic illnesses require daily, or even multiple daily, behaviors (e.g., taking medication), large numbers of observations could be accumulated within a relatively short period of time. Along with measuring adherence behaviors each day (or more frequently, if appropriate) potentially related dynamic factors could be measured on the same schedule. For example, mood, psychosocial stressors, and various physical symptoms might affect day-to-day adherence in a reciprocating and interactive fashion (Gil et al., 2003), and these factors would be candidates for longitudinal study within a DPT framework. Within such a study, adherence on a particular day could be modeled as the outcome of these factors both on that particular day and in the days leading up to that day (measured using lagged effects). Similarly, the "momentum" of adherence from day-to-day could be examined by evaluating the autoregressive correlations of adherence over time. These questions would be difficult, or even impossible, to address within cross-sectional studies using collapsed adherence rates or even in longitudinal investigations in which adherence and related constructs are not analyzed at frequent intervals.
In evaluating the potential usefulness of DPT to pediatric psychology research, a comparison to other small-N methodologies might be helpful. Perhaps the most apparent methodologies for comparison in this genre would be applied to behavior analysis designs and clinical case studies (Drotar, La Greca, Lemanek, & Kazak, 1995). Applied behavior analysis methods, such as multiple baseline and reversal designs, are undoubtedly valuable approaches within pediatric psychology, particularly for demonstrating the effects of an intervention under well-controlled circumstances (Rapoff & Stark, 2008). However, p-technique provides an analytic strategy that may be more applicable in situations when tight experimental control is not possible (Cattell & Williams 1953; e.g., due to ethical concerns or in a more descriptive/non-intervention study). Similarly, DPT allows the researcher to examine covariances among numerous constructs as they naturally occur, rather than having to isolate and control one factor at a time. Further, p-technique allows for rigorous statistical examination, going beyond the "eye-balling" that is typical in applied behavior analysis. This may be particularly useful for investigations in which the interplay of factors is too complex to evaluate without statistical methods. However, rather than viewing applied behavior analysis and DPT as competing methodologies, it is possible that p-technique methods could be employed to add statistical rigor to already methodologically rigorous applied behavior analysis designs. In a similar vein, DPT may be useful in clinical case studies for quantifying the change process and examining potential mediators. Mediational analyses within a DPT framework require measuring three constructs and evaluating cross-lagged direct and indirect effects as one would within an SEM framework.
In addition to applied behavior analysis designs, other methods to examine dynamic interactions have also been published in JPP, such as time-window sequential analysis (Chorney et al., 2010). Similar to DPT, sequential analysis uses a lagged analysis; however, this method uses dichotomized outcomes; that is, whether the presence of a particular code (0=nonoccurrence, 1=occurrence) increases the probability that a "target" code will occur, whereas DPT examines the covariance between continuous outcomes and allows for one to model latent constructs consisting of multiple indicators. In addition to comparing DPT to other small-N methodologies, we should note multilevel modeling (MLM) as a useful analytic strategy for some longitudinal data. In studies with repeated measures, MLM models can be used to examine constructs within a dynamic framework and, depending on the number of observations over time, adequate power can be achieved with relatively small sample sizes (e.g., Valrie, Gil, Redding-Lallinger, & Daeschner, 2007). However, MLM models still require a greater number of participants than DPT analysis.
Although we believe DPT holds considerable promise for certain types of pediatric psychology research, certain limitations should be noted. First, as with all small-N research, the generalizability of findings from p-technique analyses must be carefully evaluated. Just as case studies are often followed up with more large-group investigations to demonstrate generalizability, DPT evaluations may inform subsequent larger-scale projects. DPT, with its emphasis on micro-level individual change, may provide considerable guidance in these larger evaluations, making it an ideal technique for preliminary or pilot work. Second, DPT requires the researcher to be able to collect many repeated observations in a standardized way. Certain clinical phenomena may not lend themselves to such intensive, longitudinal investigation, and therefore may be more appropriately studied using more traditional techniques. Finally, DPT analyses focus primarily on cross-lagged and autoregressive paths rather than the shape and rate of change over time. For researchers interested primarily in shape and rate of change, more traditional longitudinal analyses such as latent growth curve modeling might be more appropriate (although they also require larger samples).
DPT is a flexible and powerful statistical approach that may be especially useful in pediatric psychology research. This technique can be used with small samples without surrendering statistical power and is well-suited to studying dynamic medical, behavioral, and psychological phenomena. Although it has not been widely used in pediatric psychology research to this point, numerous applications are possible in a variety of content areas within the field. Researchers are encouraged to consider opportunities to collect data that are appropriate for DPT analyses and, when such data are available, employ this analytic technique to capture dynamic patterns at the individual level.
Supplementary data can be found at http://www.jpepsy.oxfordjournals.org/.
The third author (J.R.R.) was financially supported by National Institutes of Health (grant R21 NR010857-01) during the writing of this article.
Conflicts of interest: None declared.
PubMed Central Canada is a service of the Canadian Institutes of Health Research (CIHR) working in partnership with the National Research Council's national science library in cooperation with the National Center for Biotechnology Information at the U.S. National Library of Medicine(NCBI/NLM). It includes content provided to the PubMed Central International archive by participating publishers.


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Georgia Law places second at National Moot Court Competition
Friday, February 1, 2013
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Georgia Law graduate named finalist for UGA presidency
Tuesday, January 29, 2013
Jere Morehead, a 1980 graduate of Georgia Law, was named the finalist for the University of Georgia presidency in an announcement made by Board of Regents Chair "Dink" Nesmith and University System of Georgia Chancellor Hank Huckaby. Morehead currently serves as the senior vice president for Academic Affairs and as provost at UGA. The Board of Regents will take final action on the selection of the next president of UGA at a future meeting.
Human rights expert William Schabas to speak at UGA School of Law
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William A. Schabas, an internationally respected expert on human rights law, genocide and the death penalty, will present a lecture on "Human Rights and Culture" at Georgia Law on Feb. 7 at 4:30 p.m. in Classroom J. Schabas' presentation will address the long-neglected association between human rights, culture and the arts, and is co-sponsored by the school's Dean Rusk Center and by the Willson Center for Humanities and the Arts.
Second-year law student Jenna Jackson crowned Miss UGA
Tuesday, January 22, 2013
Congratulations to second-year law student Jenna L. Jackson, who was recently crowned Miss University of Georgia 2013. Jackson will compete in the Miss Georgia Pageant in June, with the winner of that pageant going on to the Miss America Pageant later in the year. Second-year law student Utrophia D. Robinson was also honored during the competition, where she tied with Jackson for the "best interview" award.
U.N. World Food director to speak at symposium
Tuesday, January 22, 2013
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You know the no BK argument is interesting given the new guarantee rollout.How does a bankrupt entity guarantee anything?You might be on to something there....
Finally, somebody on this Board can see the simple point: bankruptcy is impossible, and this management has no intention to cancel the common stock ownership. All the attacks are by persons unfriendly to the company itself.
Here is what Klein said in the last earnings release:At December 31, 2008, the Company was in compliance with its quarterly leverage ratio covenant. However, based on current forecasts, the Company anticipates that it may be noncompliant with this covenant sometime in the first half of 2009. Additionally, because the December 31, 2008 financial statements the Company will provide to its lenders includes a report of its independent registered public accounting firm that contains an explanatory paragraph expressing doubt as to Idearc's ability to continue as a going concern, the Company will be noncompliant with a second covenant. Noncompliance with this covenant is considered an event of default under the senior secured facilities thirty days following notice of such default from the lenders. Upon an event of default, absent other potential remedies, the lenders may declare the total secured debt outstanding to be due and payable and upon acceleration, the Company's unsecured notes would also become due and payable.Idearc has evaluated various options for restructuring its capitalization and debt service obligations to alleviate these covenant issues and to create a capital structure that will permit the Company to remain a going concern. Idearc and its advisors have considered various alternatives to strengthen its balance sheet and financial risk profile. Among these alternatives, the Company is currently considering a restructuring through a "pre-packaged," "pre-negotiated," or similar plan of reorganization under federal bankruptcy laws. Idearc and its advisors continue to work with representatives of holders of both the senior secured facilities and the senior unsecured notes in this regard. If the Company is unable to achieve a "pre-packaged," "pre-negotiated," or similar plan of reorganization, it would likely be necessary that the Company file for reorganization under federal bankruptcy laws in any event."Simply stated, restructuring our capitalization and debt obligations to a more appropriate level will provide us with the opportunity to prosper and grow in the years ahead," Klein said.-----------------------------------------------------------Waterlaw, how on Earth can you read Klein's above statement and come to the conclusion that "bankruptcy is impossible" and "management has no intention of cancelling the common stock ownership"?