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Global Snapshot of English Proficiency: A New Report by Pearson
English language ability has never been in more demand. Learners believe that English can be the gateway to working globally from anywhere – and now that remote work has become the norm, this premise will only be reinforced.
Internationally-facing companies around the world are increasingly seeking employees who have a high level of English intelligibility and can effectively communicate in a business environment. This is why HR professionals and hiring managers turn to Versant English language tests. These tests play a crucial role in helping companies recruit English-speaking talent and upskill their employees. With over 1.6 million tests delivered in 2020, Versant tests are widely used by a wide range of employers and other institutions.
Consequently, analyzing score data from Versant test-takers can provide detailed insight into the state of English around the world. Based on our findings, we've created a report titled A Global Snapshot of English Proficiency. In it, you can learn about the English speaking and writing levels of Versant test-takers, and how they are changing.
The Global Snapshot of English Proficiency Report uncovers fascinating trends and facts about the state of English proficiency among Versant test-takers from various countries. It looks at 9 key regions where companies use Versant tests to assess English proficiency:
Africa: Egypt, Kenya, South Africa
Asia Pacific: China, Japan
Central America: Costa Rica, Guatemala, Jamaica
Europe: France, Germany, Italy
The Middle East and Central Asia: Jordan, Turkey, United Arab Emirates
North America: Canada, Mexico, United States
South America: Argentina, Colombia, Venezuela
South Asia: India
Southeast Asia: Philippines
The report analyzes the scores of non-native test-takers who are seeking employment or placement in a language program. In addition, the majority of test-takers we sampled are in South Asia, Southeast Asia, and the Americas.
Most of the Versant users in the report are corporations, call centers, universities, and language training centers. Above all, they are looking to evaluate the English proficiency of students, job candidates, or employees.
Key global findings
Now, let's look at some of the key findings of the report. Remember, the data shows the level of English among Versant test-takers and is not representative of the level of English in each country or region as a whole.
In the Global Snapshot of English Proficiency Report, Pearson English researchers uncovered six key trends:
Overall Versant English Speaking Test (VET) mean performance increased from 2015 to 2019 in six of the nine regions.
Test-takers in North America and Central America achieved the highest level of speaking skills.
The Asia Pacific region, with large numbers of Japanese and Chinese test-takers, had the lowest VET mean score.
Overall Versant Writing Test (VWT) mean performance decreased from 2015 to 2019 in six of the nine regions.
South-East Asia and South Asia, the regions where Versant Writing is most widely used, ranked toward the middle in terms of mean performance.
North America and South Asia achieved the highest combined overall level of English language proficiency.
However, these are just some highlights from the report. To get a more detailed look at the results, including the mean scores of each region and their comparisons, download the report now.
All in all, it is promising to see that speaking test scores are increasing in most regions, considering how important verbal communication skills are in today's workplace. At the same time, we're intrigued by the decrease in writing test scores and will be further investigating the reason for this trend.
A spotlight on three countries: India, the Philippines, and Japan
To dig a little deeper into the statistics, we included case studies of three countries in the report: India, the Philippines, and Japan. These stories highlight the most interesting facts about the English language learning trends we spotted in these countries.
India: As of 2019, India employed more than half of the world's IT outsourcing employees. Since 2015, there's been a 20x increase in Versant test takers from India.
Philippines: The Philippines is continuing to stay competitive in the IT outsourcing industry. Moreover, the five key industries using Versant include healthcare, BPO, finance, hospitality, and IT/telecom.
Japan: English teaching remains strong within the formal education system, but language skills are still low. 90% of Versant test takers are existing employees in Japanese companies. This means that companies are putting great effort into upskilling their employees.
All things considered, despite their own unique challenges, all three countries have made progress in both English learning and assessment.
To access the detailed case studies, as well as the mean performance scores of these countries and lots of additional insights on the state of English worldwide, download the Global Snapshot of English Proficiency Report.
Progress and the journey
Global snapshot of English proficiency report
Learner Report
Proficiency report
Jennifer Manning
Jennifer Manning is the Product Marketing Manager for Pearson's Assessment portfolio. With over 10 years of experience in the assessment sector, Jennifer has helped to build solutions for higher education and corporate language programs around the world.
Teaching and learning in lockdown with Primary Academy
GSE Teacher Toolkit Top 10: Performance Assessment


At Alpha, we recognize there is a lot riding on your financial decisions. You work hard diligently planning to care for your family and nurturing your dreams for retirement. You need a proven partner to help you get there. Our clients know that we have their best interest in mind with every recommendation we make. We develop customized thoughtful strategies for each client's unique circumstances.
With so many of your financial considerations being interrelated, with each decision impacting another, our practice is designed to help you see the bigger picture. Rather than looking at each element through separate lenses, our team can collectively assess your existing plans and future needs and determine where there may be gaps or shortcomings to address.
With nearly 35 years of combined experience, we'll use our knowledge and insight to develop the right vision to optimize your retirement outcomes – and work with you to construct a detailed roadmap to reach your financial goals.
Our combined resources and varied experience allow us to provide you a unique perspective on your financial needs. Although we have a strong team, you will receive one point of contact to get to know you on a personal level.
I have spent the past 16 years in the financial services industry. My career began in 2000 with National City Bank/NatCity Investments, where I spent eight years. My main responsibilities included assisting clients with investment advisory, retirement, and financial planning services. In 2008, I started my own practice in partnership with New York Life/NYLIFE Securities and was promoted to partner at New York Life in 2011. I joined the Alpha team in early 2013.
I am a graduate of Saint Ignatius High School in Cleveland, Ohio, and Miami University in Oxford, Ohio. I currently reside in Bay Village, Ohio, with my wife, Claire, and our daughters, Nora, MaryKate, and Cara.
From my 20 year career in financial services, I specialize in taking complex concepts and putting them into easy understandable terms. After spending the first part of my career at Merrill Lynch, we successfully founded Alpha Retirement Solutions based on the premise and model that there is a better way to serve our clients through an independent channel.
I am an Ohio University alum with additional accreditation in international economics from University of Pécs, Pécs, Hungary, happily married to Lisa, and blessed with two daughters Reegan and Quinn. We reside in Bay Village, Ohio, where I am an active participant in my family, Saint Raphael's Parish, politics, athletics, and the betterment of my clients' financial lives.
Schelyce Hilbert began her career at Cambridge in spring 2017. Since that time, she has built extensive experience working with new accounts and account transfers. Schelyce attended the Art Institute of Salt Lake City and graduated with a degree in baking and pastry and later spent a year interning for business management in the Florida Keys. She also obtained a degree at Indian Hills Community College for health information technology. Schelyce is able to utilize her experience in customer service and business education in her career assisting financial advisors.
Schelyce and her husband, Chris, live in southeast Iowa with their daughter, Adelyne, who was born April 1, 2017, and their two dogs, Oliver and Hazel. They love to travel together to visit family and friends all over the nation. Schelyce often spends her time volunteering and doing service for others.
Registered Representatives, Securities offered through Cambridge Investment Research, Inc., a broker-dealer, Member FINRA/SIPC. Investment Advisor Representatives, Cambridge Investment Research Advisors, Inc., a Registered Investment Advisor. Cambridge and Alpha Retirement & Insurance Solutions are not affiliated. This communication is strictly intended for individuals residing in the states of CA, FL, IL, OH, SC, and WI. No offers may be made or accepted from any resident outside the specific states referenced.


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Whitefish Winter Carnival | Whitefish, Montana
The Whitefish Winter Carnival celebrates its 60th anniversary February 1-3, 2019. Loosely based on Nordic traditions, the entire town celebrates the beauty of winter with a variety of events that include the downtown Parade, ski races, Yeti snow skate, snowboard competition,dinners, dances, Kiddie Carnival, torch light parade and fireworks. The popular but icy Penguin Plunge into Whitefish Lake benefits Special Olympics. Skijoring (ski racers pulled by horses) is also one of the carnival highlights.
The Carnival hosts numerous characters such as Yetis, Viking princesses, Queen of the Snows, penguins and various royalty.
Legend has it that once upon a time, there lived a god named Ullr who reigned over winter activities in the Nordic regions. Aiding him were his Prime Minister and Queen, who were skilled in creating the beauties of winter.
As time went by, however, his subjects became more engrossed in exploring the world and its oceans, and they paid less homage to their god-king and the festivities of their winter season, so Ullr became a god all-but-forgotten, except in dim tradition.
After centuries of brooding and searching the world for a place to rest, Ullr and his two remaining subjects came to the Flathead Valley. So struck were they with its beauty that they decided to settle there and selected the Big Mountain as their adopted home.
Their rest was short-lived as they soon found their home was also the abode of a fierce band of snowmen called Yetis, who attempted to kidnap their Queen. However, Ullr and his followers, being more agile and resourceful, prevailed and learned to live with only occasional skirmishes with the Yetis.
Eventually, man invaded the valley with axes, guns and wagons. Ullr, his followers and the yetis observed these men as they civilized the valley and were alarmed when these men began to invade their homes.
Ullr found these men were not aware of his presence, and as he continued to observe these men, he found they not only enjoyed the sports of winter, but referred to Ullr himself as a patron saint of their small celebrations and revelries.
Seeing his chance after centuries of loneliness and self-banishment, Ullr assumed the garb of these men and went among them. The Yetis however, would have nothing to do with these men, except for attempts to drive them away.
Ullr aided the men in subduing the harassments of the Yetis, became their true hero and Kind, and it was proclaimed that there would be an annual fete at which Ullr and his court would be given the full homage due them.
Now each year in the town of Whitefish, know as the Holiday Village, the Yetis, bolder than ever, try to steal the Queen, harass the Prime Minister and interfere with the festivities to assert their right to Big Mountain.
Ullr and his growing band of followers subdue them and send them fleeing back to their haven in the high valleys beyond the Big Mountain, where they plan their next raid. Ullr again reigns as master of winter sports and frolics along with his Queen and Prime Minister, beloved in the hearts of his loyal subjects.
Events are staged throughout the town and on Whitefish Mountain Ski Resort. Additional information can be found at www.whitefishwintercarnival.com.
Latitude: 48.410289764 Longitude: -114.33682251 Elevation: 3041 ft
Some events require admission
Type of Festival
Town Celebration or Festival
Events are staged throughout the town of Whitefish, Montana and on Whitefish Mountain Ski Resort. Additional information can be found at www.whitefishwintercarnival.com.
Whitefish is located in Flathead County on U.S. Highway 93 in Northwest Montana
Winter Winter Carnival
Whitefish, MT US
info@whitefishwintercarnival.com
Outdoor Adventure: Guide or Outfitter
Rock Climb Montana | Montana
Glacier Cyclery & Nordic | Whitefish, Montana
Buffalo Cafe | Whitefish, Montana

redpajama_set_name: RedPajamaCommonCrawl


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CineSavant Column
↑ For those interested in a short primer on old-school film lab facts, Gary Teetzel offers this September 1954 issue of Technicolor News & Views, which dishes out a lot of information in a confined space. Take a look at the whole short magazine … it's pretty interesting. They talk up the company's new work in VistaVision, but also explain the 3-Strip camera process, which by late '54 was not seeing much use. The graphics show, to scale, the relative sizes and aspect ratios of several formats — Academy, CinemaScope, VistaVision and Cinerama. Rhonda Fleming is their pin-up girl.
← We're getting plenty of positive feedback on the Where Were You in '62, A.I.P.? article from last Saturday. Correspondent John Black wrote in to say that we left out another A.I.P. muscleman opus that changed character names: Released here in 1964, Sergio Corbucci's Goliath and the Vampires with Gordon Scott is said to have also been distributed as Samson vs. the Vampires. It was released back in Italy in 1961 as a Maciste movie, Maciste contro il vampiro. John says that Studiocanal is working on a remaster.
↓ Collector-historian Bill Shaffer sent along a few more double pages from that 1962 American-International promotional book, touting movies that weren't made or that underwent title changes. Here's the most interesting, thrown together by me so they don't align all too well. Again, the graphic is bigger if you open it in a new window.
The item on top is the Julian Wintle/Leslie Parkyn project that shared two provisional titles with what became Panic in Year Zero!, 'Survival' and 'End of the World,' and then mysteriously dropped from the A.I.P. schedule. The tag line 'The Most Astounding Motion Picture Ever Made in Colorscope' reminds me of the famous Hitchcock dialogue line "You're the most exciting woman I ever met… on the train."
If the other proposed film When the Sleeper Wakes was really meant to be an adaptation of H.G. Wells, it would have required the creation of an entire world of the future, an undertaking we wouldn't expect A.I.P. to consider. The studio had the project in development for years, with Vincent Price announced to star, and at one point with Martha Hyer as a female lead.
The 1899 Wells book When the Sleeper Wakes is about a man who takes something for insomnia in 1897 and wakes up 200+ years in the future, in 2100. He discovers a rigidly classed world much like that in Metropolis, with various worker uprisings, etc. We note that A.I.P.'s commercial artist again reached into poster art for This Island Earth — those building towers come right from the TIE one-sheet. Thanks Bill …
Correspondent and collaborator Marc Edward Heuck has maintained the film-oriented blog The Projector Has Been Drinking since around 2009. Marc also writes for Tarantino's local retro palace The New Beverly Theater, which we're waiting (I wonder what for) to see re-open this year. On New Year's Eve he posted his list of the Best Movies of the Decade 2011-2020, which will provide a good sampling of the quality of Marc's writing. It's high time that I linked to his work.
And the news is out — Ib Melchior's loopy time portal epic The Time Travellers has been assigned a street date of April 27 from Kino Lorber. The one extra is a trailer; I'll be eager to see how the show shapes up with a widescreen transfer.
When will a disc boutique spring to remaster the various versions of Edgar G. Ulmer's Beyond the Time Barrier?
Thanks for reading! — Glenn Erickson
Contact Cinesavant
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All films featured on CineSavant are the property of their respective owners.


There are now four suspected cases of the rare polio-like disease, acute flaccid myelitis, under investigation in California, according to the state's Department of Public Health, as the LA Times reported. The mysterious disease, also known as AFM, causes sudden and unexplained paralysis, usually in children.
Federal health officials have confirmed 62 cases of AFM in the U.S. this year across 22 states, and there are 65 more are under investigation including the four possible cases in California. This is the third time the nation has seen a nationwide spike of AFM. There was also an uptick in the terrifying disease in 2014 and 2016.
Don't panic and remember this is a very rare condition. But here is what parents need to know.
Acute flaccid myelitis affects the area of spinal cord called gray matter and can cause paralysis. The CDC has said the cause of most AFM cases is unknown, but a few cases have been linked to other viruses. There is no specific treatment and long-term implications are unknown.
"I encourage parents to seek medical care right away if you or your child develop sudden weakness or loss of muscle tone in the arms or legs," Messonnier told USA Today.
There has only been one death reported from AFM, although there have been long-lasting negative effects such as lasting paralysis. Although cases have been on the rise since 2014, AFM still only affects a very small population, less than one in a million people in the U.S. annually.
As far as we now know, the best steps to take to prevent the disease are simple. Stay current on vaccines, wear insect repellent and get your kids to wash their hands way more often than they want to.


If you are not getting the service you want from your current accountant, it's easy to switch. Every month we gain new clients in Horsham and the West Sussex and Surrey areas who have had little support from their previous accountant. Often they have been left to their own devices until year end and then it's usually too late to deal with share allocation, dividends, loans to directors, payroll, VAT registration, benefits in kind, bad debts and other accounting issues.


Venice has been inundated by an exceptional high tide which put three-quarters of the lagoon city under water. Large swathes of the rest of Italy have also experienced flooding and heavy winds which toppled trees, killing four people.
Tourists and residents donned high boots to navigate the streets on Monday after strong winds raised the water level 156cm – more than 5 feet – before receding. Water levels exceeded the raised walkways normally erected in flooded areas of the city, forcing their removal. Transport officials also closed the water-bus system, except to outlying islands, due to the emergency.
Venice frequently floods when high winds push in water from the lagoon but Monday was exceptional, with levels peaking at the highest seen since December 2008, according to statistics.
The mayor of Venice, Luigi Brugnaro, said a series of underwater barriers being erected in the lagoon would have prevented the situation. The project, nicknamed Moses, is long overdue, having been beset by cost overruns and corruption scandals.
Brugnaro said he had asked to talk to Italy's prime minster, Giuseppe Conte, to underline the urgency of the project, which would raise barriers when the tide reaches 109cm (43 inches). That happens, on average, four times a year in Venice.
Residents and businesses typically reinforce their doors with metal or wooden panels to prevent water from entering but, this time, photos on social media showed shop owners using water pumps to try to protect their wares.
Much of Italy is under flood alert due to heavy rains, a problem exacerbated by a lack of maintenance of the country's many river beds. High winds toppled trees that killed passersby in three accidents in Naples and Lazio.
Veneto regional governor, Luca Zaia, says flooding this week could reach the levels of the 1966 flood which struck Venice and Florence. In a message on Instagram, he closed schools in the region for a second day on Tuesday.


Had such a lovely day in London 🇬🇧 Lunch at @unitydiner , snack at @deliciouslyella , dinner at @wholefoodsuk and @livias_kitchen bites for supper 😄 .
I've had the shredded abs.
I've counted every gram of what I ate and made the #zoats and tried all of the protein bars.
I've trained 5 days a week with a perfect workout split and guzzled the whey and made aggressive grunts.
None of these things brought me happiness.
I had the body, I had the determination and I had the drive.
But I was tired and unfulfilled.
This past month, I've changed things DRASTICALLY.
I train whenever I feel like it (which is generally one day on one day off).
I go for long cycles or walks or just dance around the house like a loon.
I don't count a single calorie.
I am saying YES to opportunities I previously would have turned down because of my workout/food routines.
And as a result, I'm smiling more, I'm singing more (a weird sign that I'm content) and I'm LIVING more.
My physique has NOT CHANGED.
Yeah, I've lost some strength. But truthfully, IDGAF! Being strong is cool, but living life is even cooler IMO.
1-2. Likt @skafferietvasteras och @grammalmo hade Whole Foods även förpackningsfritt!
4. Hmm...finns potential för förbättring kring sorteringen.
5. Ett bevis på att UK tar krafttag kring plastsugrör. Enligt den taxichaufför som jag hade ett trevligt samtal med kring avfall, har McDonalds nu papperssugrör. @mcdonaldssverige - har detta påbörjats i Sverige ännu?
Our pouring pouches contain 100ml of quality cooking alcohol, ideal to have on hand for those #recipes that need a flavorful twist!
Pop #JustASplash of #Marsala in your favourite pasta dish for a taste adventure – read more about the splash at the link in our bio.
•Oregano (any make, but the one from @wholefoodsuk is amazing, to me quality spice makes all the difference!)🌿 .
•I also added some leftover Carrots and Sweet potatoes 🥔 🥕 which were steamed and baked the day before and added a really nice texture to the dish!
• Eggs 🥚 🥚 .
1⃣Dice Sweet Potatoes and Carrots and steam or bake (baking takes longer but gives a deeper flavour).
2⃣Boil the pasta according to the instructions.
3⃣Meanwhile turn the frying pan on a high heat with a dash of Sunflower Oil, add in the mushrooms along with the dried oregano, then sauté for 4 mins on a Low heat!
6⃣Once the eggs are cooked add the tomato paste, stir and turn off the heat completely.
Who says the day has to be a drag just because it's Monday 🤔🥂Grab a can @wholefoodsuk .
It is now all in 💃🏻💃🏻💃🏻💃🏻💃🏻💃🏻..
I am over the moon that our full range can now be picked up in all @wholefoodsuk stores. You know this is amazing news when the team members can't hide their excitement 🥰🥰🥰🥰..
We are now planning a fab fab event to celebrate with a mystery guest and some amazing treats from stores that we love ... I am so bad at secrets.... that is my biggest weakness 🙌😂.
#curlyellie #bringonthecurls #wholefoodsuk #curlsbestfriend .
Hot Cross Buns. Hot Cross Buns one a penny, two a penny Hot Cross Buns @wholefoodsuk Takes me back in time.
Traditionally eaten on Good Friday to mark the end of Lent.
There's also a superstition that if you share a Hot Cross Bun with someone you are going to be friends for the year.
Just when you thought your #EasterWeekend couldn't look any better.. Treat your family to a delicious Rum Carrot Cake with all the #Easter trimmings! Click the link in our bio for this egg-cellent (had to!) recipe.
Enjoy adding your own twist to a dish? #JustASplash is the perfect addition to your cooking adventures!
Add flavour to a Pot Roast with our nifty, recipe sized Marsala pouch; learn more about the spalsh at the link in our bio.
Happy Easter week! 🐰 If you are traveling this week don't forget to pack some good books & Bee Prepared (so you don't pick up more than your luggage). .
🐝in health stores, chemists & online 🌎 @victoriahealth .
Have you given the Almond App a go? It's super simple, download it from the app store now!
One of my favorite things to do in England is to go to @wholefoodsuk as it's just so much better here compared to the US! Found lots of new products today including @myrawjoy raw vegan cookies, @deliciouslyella nut butter balls, @healthlab salted caramel protein balls, @puritionuk strawberry protein powder, @beyond_bread gluten free and vegan seeded bread, @nushfoods yogurts, strawberry @coyo_uk and @wholey.moly cookies!! Soo happy!
We're working on a delightful #Easter treat for you all, how do you like the sound of Rum Carrot Cake?
Stay tuned to our recipes page, this ones coming soon!
Add a little fun & flavour to your cooking with #JustASplash ! 100ml pouring pouches of cooking alcohol, ideal for any dish; learn more at the link in our bio!
10% OFF ONLINE. Use code HONEY10.
I am so so so pleased ... and I hope you will be too.
@wholefoodsuk ... you can start picking up yours locally on High Street Kensington and Clapham from tomorrow and next week for the other @wholefoodsuk stores 🥰🥰🥰.
#JustASplash is ideal for both sweet & savoury dishes; or when your #MondayMotivation is lacking & you want to spice up your #Cupcakes with Chocolate Brandy #Buttercream !
Pick up a pouch at @Sainsburys, @OcadoUK & @WholeFoodsUK & learn more ways to cook with a splash at the link in our bio.
1 Because I know roughly how many calories and macros are in it and that suits how I want to eat without calculating because personally I can't be bothered 2 Because I actually really enjoy it! So for me a day on my plate looks like Overnight oats for breakfast some fruit and crackers and hommous as a snack then this beautiful Buddha bowl with all the vegetables needed to pack my meal full of nutrient dense food such a broccoli, red cabbage, sauerkraut and my favourite @organicvillagefood chickpea tempeh ❤which is a great source of plant protein so if you are looking a substituting out animal protein it's a great option .
When the weekend calls, it's time to indulge. What better way to do it than with Bread and Butter #Pudding drizzled in Hot Buttered Rum Sauce!
Find the #recipe for this naughty little number at the link in our bio and head to the #recipes page.
Get creative with your cooking, make your kitchen adventures!
@charxbeerfood jazzed up these fabulous Sweet Potato Wedges with a dash of marsala & paprika marinade - don't they look divine?
This is the Chicken Burrito @wholefoodsuk . It's in a Brown Tortilla, has Chicken, Lettuce, Guacamole and Quinoa with Lemon juice. A healthy choice for National Burrito day.
What fillings do you like in your Burrito?
Enjoy a little taste of sunshine (as we have none!) in meringue raspberry heaven with #JustASplash of rum drizzled in whipped cream.
Rum does much more than add flavour to food, it's an experience. Learn more ways to use rum at the link in our bio.
Our pouches are ideal for adding a rich flavour to any dish, sweet or savoury; & perfect for adding velvetiness & decadence to baked goodies & sweet treats. Find out more on how to cook with Just A Splash at the link in our bio.
When your recipe calls for a dash, reach for #JustASplash !
Our fun range of culinary alcohols spruce up any dish, sweet or savoury - learn more about the splash at the link in our bio.
This is one young lady that will grow up loving her fabulous curls... check out the amazing definition. Thanks so much @lilmissbabyq for sharing your routine... nailed it already 🥰🥰.
I use the shampoo/conditioner and the conditioning mask occasionally- then the leave in conditioner.
Next day, I use the spray to de tangle, and more leave in conditioner. But I also got the serum to try this time, which I'm very excited about 😊.
Stuck for inspo on what to make for #MothersDay this weekend?
How's this for a show stopper! Sherry Grenoble Sauce fit for a Dover Soul, find the recipe at the link in our bio.
A Plastic free veg aisle is my favourite 🥬🥦🌽🌶🥒🥔🍠🥕so wish that there was a @wholefoodsuk near me, it's literally heaven inside.
Just Say No....Sometimes. ⚠⚠ Please read, like ❤ , share and let me know what you think below! .
2⃣ Encourages over restriction which can lead to binging.
4⃣ Too much of anything is not good for you, either physically and/or mentally. Variety is the spice of life.
A better approach it consider foods on spectrum from nutrient dense foods to calorie dense foods.
The majority of your diet should consist of nutrient dense, filling foods that appropriately fuel your body and provide essential nutrients, without excess calories. Calorie dense foods should make up a much smaller proportion your diet, eat these in moderation but enjoy them, don't feel guilty!
Fab Fab News... Our Hair Serum is almost on the shelves at my favourite Supermarket @wholefoodsuk .
If you are out and about in @wholefoodsuk , you only need to see the gorgeous @the_kim_caroline and her @curlyellie curls to know that there is nothing better than bringing on the curls... 😍😍😍😍.
Thanks so much Kim 🥰🥰🥰😘..
Our team has had the best day ever at @wholefoodsuk today ... It was so much fun, as we spread the @curlyellie love . Mums the word but I can't help but spill that sooooooo many lucky mums are in for some @curlyellie treats on Mother's Day... .
Thanks so much for making our day so fabulous @paupau1z Paola Elodie and everyone at @wholefoodsuk .
It's always fun to put your own spin on your favourite sweet dish, try a cheeky dash of rum in Lemon & Orange meringue pie for smiles all round! Learn more ways to use #JustASplash at the link in our bio!
🙏🏼WARMTH🌞 Blue skies💙 and a warming sun at last! 🙏🏼What a gorgeous day spent in the woods🌲🌳. London woods, amazing, Golders Hill and its pergola (first time there!) and wonderful Hampstead Heath😍. About 9 km soaking nature good vibes🌲💚.
Simple yet delicious picnic on a log, with hummus and carrots🥕, @bionaorganic lucky stars (mainly veggies, rice, tofu, seeds, oat and spices little patties), mango, apples🍎, bananas, @eattrek bars, @rebel_kitchen mylk (chocolate coconut milk)🍶, @wholefoodsuk smoothie (choc nanas and dates). Kids approved😉😁👦🏼.
🙏🏼ESCALFOR🌞 Per fi cel blau💙 i un sol que escalfa! 🙏🏼Ja era hora! Quin dia fantàstic que hem passat al bosc🌲🌳. Boscos de Londres, increïbles, Golders Hill i la seva pèrgola (primera cop allà) i la meravella de Hampstead Heath😍. Al voltant de 9 km empapant-nos de les bones vibracions de la natura🌲💚.
Un picnic senzill però súper bo sobre un tronc, amb hummus i pastanagues🥕, lucky stars @bionaorganic (hamburguesetes bàsicament de verdures, arròs, tofu, llavors, civada i espècies), mango, pomes🍎, plàtans, barretes @eattrek, mylk @rebel_kitchen (llet de coco amb xocolata)🍶 i batut de @wholefoodsuk (xocolata plàtans i dàtils). Aprovat per nens😉😁👦🏼.
Is your snack draw looking empty?


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Iser Cukierman joined eMDs as Chief Financial Officer with over two decades of experience leading financial operations for multi-million dollar organizations as well as early-stage and emerging growth companies. His experience as a finance executive carries a dignified track record working with rapid-growth organizations. He has been a primary stakeholder in complex financial reporting, corporate acquisitions, investor relations and venture capital funding and global expansions.
Iser has a Bachelor's degree in Business Administration from the University of Texas and is a Certified Public Accountant.


Smart Health interview with Jorge Fernández Miranda, the Global Head of Consumer Digital Health at Telefónica.
For second year in a row, ECHAlliance has organized Health & Wellness @ Mobile World Congress, held in March in Barcelona. The aim of the event was exploring the most innovative mobile and connected health technologies currently on the market. ECHAlliance's chairman, Brian O'Connor explains to Smart Health the mission of the organization and analyses how connected health is transforming the way to provide healthcare products and services all over the world.
I consider myself fortunate to have just moved house to a town outside Barcelona. Barcelona is one of my favourite cities – and it feels poignant to be making this move now, at a time when HIMSS (for those that do not know, a global not-for-profit dedicated to transforming health through IT), is really starting to grow its Spanish-speaking community. This is the case not just in Spain – which has had a strong HIMSS presence for some time – but throughout Europe and parts of North and South America too.
Lars Kalfhaus is the Managing Director of Emminens Healthcare Services, a company that belongs to Roche Diagnostics. The company provides solutions to improve tailor-made assistance to patients affected by chronic diseases, in particular by diabetes mellitus.
Beyond ourselves: this could be an overview of our activity since the first issue of Smart Health was launched and reached hospital computers, professional associations, patient associations, sector influencers and companies. The world of eHealth and mHealth has suddenly awaken, and it has done so with powerful sectorial strength, knowing for sure that innovation, technology and business get together in an outstanding emerging sector.


This page will provide you with links to Dickinson Sites and Resources in Amherst, to Museums of Interest in the Amherst Area, and suggested Food and Lodging. All links will open in a new window.
Food and lodging suggestions can be found on the Amherst Area Chamber of Commerce website.


The best summer in recent years. That is the expectation of the State Secretariat of Tourism for the holiday season that is coming. That means hotels and inns with average occupancy exceeding 85% and a movement of money "democratic" it benefits the seller of acaraje and coconut to taxi drivers, pubs and restaurants.
The Assistant Secretary of Tourism of Alagoas, Danielle Novis, attributes the fact – well, of course, the natural appeal that marks Alagoas tourism for decades – to a repositioning of the state on the national scene. "The Government pointed to tourism as a major economic axis and has handled the industry with professionalism. This has borne good fruit, "he says.
As evidence of good fruit, the assistant secretary shows numbers unquestionable. The high season should have around 150 000 tourists in hotels only Alagoas, against 120 000 last summer. At sea, the news is also good. One hundred and twenty thousand tourists must pass through the state in 58 cruises planned for the period, up from 75,000 last season. Added to this the 180 000 passengers on regular flights and charters more than 50 000 of which come from Italy and Chile. "If we include tourists who come by land, since the regional market represents a large portion of our users, we can say that the station will be very good," celebrates Novis.
And to get so many people, the tourist infrastructure gained acceptance in recent years, the state saw the emergence of new hotels – some large – as Miramar (Maragogi), Keno (Barra de São Miguel) Salinas Maceio (Ipioca) Brisa Tower (Jatiúca) and Radisson (Pajucara).
And do not stop there. The projects in construction and design point to a considerable growth in the number of beds. According to Setur, the state will jump from 14 000 to more than 20 000 beds within two years. Suites hotels like the Ritz, which is being erected on the beach in Cruz das Almas, will contribute over 336 beds in the second half of next year. There are also new designs for the northern and southern regions of the state.
"The Virginio (Loureiro, sec. Estadual de Turismo) always says that the big difference today is the presence of the state, prioritizing the sector. That is credibility operators, agents and entrepreneurs in the industry, "Novis said. "In many of these developments, Setur took the hand of a businessman and tried to solve problems with Ceal, Young, Ima (Environment Institute), among other organs." She recalls that when he took the folder, in 2007, there was a hostel which was not built for lack of just two letters.
Danielle Novis, this resumption of tourism brings a basic sense for alagoano: the rescue of self-esteem. She said Alagoas like to see the town being admired by visitors. Besides, who first benefits from improving the infrastructure of the town is the neighbor, "he says.
Danielle told Novis TNH a fact that few know. The reorganization of Pajuçara – which extends to Jacarecica – entered the list of PAC works after a work championed by Setur, which brought together some 60 agencies and entities. In 2007, the group visited various parts of the border to target the most critical areas.
Recently, Setur met with the Federal Police, Infraero and the IRS. The goal: make life easier for foreign tourists arriving in Alagoas International Airport Zumbi dos Palmares.
Alagoas last year received 1.8 million tourists. On average, each turns out here 250 dollars per day. Do the calculation and see how it contributes to the state's economy.
And it never hurts to remember. This money goes to the agency and from the hotel, but the waiter arrives, the craftsman and the traveling. It is an expense of democracy, with great social importance.


text:
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE RecordWildCards #-}
{-# LANGUAGE StrictData #-}
{-# LANGUAGE TupleSections #-}

-- | http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-config-configrule-scope.html

module Stratosphere.ResourceProperties.ConfigConfigRuleScope where

import Stratosphere.ResourceImports

-- | Full data type definition for ConfigConfigRuleScope. See
-- 'configConfigRuleScope' for a more convenient constructor.
data ConfigConfigRuleScope =
  ConfigConfigRuleScope
  { _configConfigRuleScopeComplianceResourceId :: Maybe (Val Text)
  , _configConfigRuleScopeComplianceResourceTypes :: Maybe (ValList Text)
  , _configConfigRuleScopeTagKey :: Maybe (Val Text)
  , _configConfigRuleScopeTagValue :: Maybe (Val Text)
  } deriving (Show, Eq)

instance ToJSON ConfigConfigRuleScope where
  toJSON ConfigConfigRuleScope{..} =
    object $
    catMaybes
    [ fmap (("ComplianceResourceId",) . toJSON) _configConfigRuleScopeComplianceResourceId
    , fmap (("ComplianceResourceTypes",) . toJSON) _configConfigRuleScopeComplianceResourceTypes
    , fmap (("TagKey",) . toJSON) _configConfigRuleScopeTagKey
    , fmap (("TagValue",) . toJSON) _configConfigRuleScopeTagValue
    ]

-- | Constructor for 'ConfigConfigRuleScope' containing required fields as
-- arguments.
configConfigRuleScope
  :: ConfigConfigRuleScope
configConfigRuleScope  =
  ConfigConfigRuleScope
  { _configConfigRuleScopeComplianceResourceId = Nothing
  , _configConfigRuleScopeComplianceResourceTypes = Nothing
  , _configConfigRuleScopeTagKey = Nothing
  , _configConfigRuleScopeTagValue = Nothing
  }

-- | http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-config-configrule-scope.html#cfn-config-configrule-scope-complianceresourceid
ccrsComplianceResourceId :: Lens' ConfigConfigRuleScope (Maybe (Val Text))
ccrsComplianceResourceId = lens _configConfigRuleScopeComplianceResourceId (\s a -> s { _configConfigRuleScopeComplianceResourceId = a })

-- | http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-config-configrule-scope.html#cfn-config-configrule-scope-complianceresourcetypes
ccrsComplianceResourceTypes :: Lens' ConfigConfigRuleScope (Maybe (ValList Text))
ccrsComplianceResourceTypes = lens _configConfigRuleScopeComplianceResourceTypes (\s a -> s { _configConfigRuleScopeComplianceResourceTypes = a })

-- | http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-config-configrule-scope.html#cfn-config-configrule-scope-tagkey
ccrsTagKey :: Lens' ConfigConfigRuleScope (Maybe (Val Text))
ccrsTagKey = lens _configConfigRuleScopeTagKey (\s a -> s { _configConfigRuleScopeTagKey = a })

-- | http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-config-configrule-scope.html#cfn-config-configrule-scope-tagvalue
ccrsTagValue :: Lens' ConfigConfigRuleScope (Maybe (Val Text))
ccrsTagValue = lens _configConfigRuleScopeTagValue (\s a -> s { _configConfigRuleScopeTagValue = a })

redpajama_set_name: RedPajamaGithub


Coalition - Montana Prescription Drug Registry The purpose of the Montana Prescription Drug Registry (MPDR) is to improve patient safety.
The purpose of the Montana Prescription Drug Registry (MPDR) is to improve patient safety.
The Center For Disease Control (CDC) considers prescription drug abuse to be an epidemic in this country.
In some states, the per capita rate of death from prescription drug overdoses now exceeds the rates of death from auto accidents, gunshot wounds and non-prescription street drugs.
Some patients become addicted after using these drugs for legitimate purposes, but many prescription drugs are also diverted from legitimate use into recreational use.
This recreational use can start as early as elementary school or middle school; most children obtain these drugs from their family's medicine chest or from a friend.
Additionally, the CDC states that the rate of prescription drug overdose among women is rising at an alarming rate.
Is there a prescription drug problem in Montana?
Yes, and the rate of death due to prescription painkillers in Montana has been increasing.
The February, 2013, issue of Montana Public Health has an excellent article giving the most current Montana statistics, as well as information on how health care providers can reduce prescription opiate misuse.


There are 58 national parks in the United States. America was the first country in the world to set aside land masses for conservation purposes, and Yellowstone National Park was the first park to be set aside.
We haven't had the pleasure of visiting Yellowstone, but we have witnessed the wonders of many national parks of the United States. From the wonders of California's Yosemite National Park to Haleakala National Park on Maui, we've managed to experience a variety of U.S. parks.
And the parks are as beautiful as they are diverse. They comprise both the highest point in North America and the lowest, hottest, and driest point, as well. They span every possible terrain, landscape, and climate you can imagine. They are beautiful, humbling, and awe-inspiring. One photograph cannot capture the grandeur of the U.S. National Park System, but we tried anyway. Here are our most glorious photos from our travels through some of the most iconic parks in the country. Enjoy.
Grand Canyon National Park is the grand dame of the U.S. National Park System. It's absolutely breathtaking to stand on the edge of the canyon and marvel at the massive expanse of one of the world's largest holes.
Another park known for its spectacular canyons is Zion National Park. The main difference: Canyons here are much smaller and narrower than the big one in Arizona. Located in Utah, the park is excellent for hiking and camping, and is known for its incredible beauty.
Famous for El Capitan and Half Dome, Yosemite is a nature lover's paradise. It was the stomping ground of famed photographer Ansel Adams, and it was a treat for Dave to recreate some of his favorite photographs by his childhood idol.
This is a classic Ansel Adams view of Yosemite. Dave said he wanted to include a black-and-white photograph to pay homage to the master.
We said the national parks span all climates and landscapes and the Haleakala National Park in Maui is a prime example of the diversity of the U.S. National Park System. The park is a (dormant) volcano, but the bamboo forest in the center of this hike is wonderful surprise.
The otherworldly setting of Joshua Tree is a landscape that is not to be missed. It's like being on the moon; boulders, cacti, and Joshua Trees litter the rocky terrain. The namesake tree was named by Mormon settlers who thought the trees reminded them of the Biblical figure Joshua reaching up his hands up to the sky in prayer.
Sequoias are the largest trees in the world, and in California's Sequoia National Park you can see the largest of the large: The General Sherman Tree (which last was measured at 275 feet tall). But there's a lot more to this national park; the 404,000-acre open space also houses Mount Whitney, the tallest Mountain in the contiguous states.
Home to the highest mountain in North America, Denali National Park in Alaska is a wonder. As Mount McKinley (the Alaska Natives call it "Denali") looms overhead, you have the chance to witness the immense beauty of one of the wildest and most untamed wilderness regions in the country.
Death Valley is the lowest, hottest, and driest spot in North America, which means it definitely is not for the faint of heart. Just stepping out of your car for a few minutes will make your body sweat.
Located in South Dakota, Badlands National Park is another spot that feels out of this world. This huge park spans 244,000 acres of immense sandstone formations, canyons and spires.
This Alaska park is comprised mostly of water. As you tour the park by boat, witness the immense beauty of giant glaciers calving into the ocean before your eyes.
Giant red sandstone rock formations intrigued us most about Zion National Park. The park is Utah's most popular park due to the famous slot canyons, high towers, and columns of vertical rock. This is a park we can't wait to visit again.


Sorry, we don't have any stats for the distribution of Biesemeier in the 1881 Census.
Sorry, we don't have any stats for the distribution of Biesemeier in the 21st Century.
The maps, if available, show both where there are more people named Biesemeier and where they are most concentrated.
The darker the colour, the more people in that county are named Biesemeier.
The larger the dot, the greater the proportion of people in that county are named Biesemeier.


Our site is infinite space which gives the opportunity for pupils, students and musicians to compete without limitation of age directly via the Internet.
In the competition since its inception in 2010, competed more than 8.000 participants from 46 countries, 540 cities and from more than 900 musical institutions. To view all the competitive video performances from 2010 - 2018, you will spend 1 month, 12 days, 8 hours, 17 minutes. The total number of views of competitive performances from 2010 year exceeded 7,5 million!


text:
Q: Time-series mixed effect model (lme4) I am trying to run a mixed effects model that uses time as a fixed effect. I have repeated measures taken over irregular time intervals (3-7) and want to account for the fixed linear relationship my variables have with time. At the same time I am interested in determining treatment effects (drought and competition).
Below is one of my datasets I am trying to run this on using lme4 and lmer
> BRCAgassydays
   Species Drought Competition Treatment Time assimilation conductance intercellularcarbon
1     BRCA Control    Invasive       CxI    0     7.811799  0.16297273            297.5562
2     BRCA Control    Invasive       CxI   21     5.405663  0.19472180            314.8806
3     BRCA Control    Invasive       CxI   29     7.604270  0.14460617            291.1411
4     BRCA Control    Invasive       CxI   34     7.513887  0.22543327            326.1150
5     BRCA Control    Invasive       CxI   42     6.683802  0.18940180            318.6928
6     BRCA Control    Invasive       CxI   55     6.071712  0.13774260            301.6228
7     BRCA Control    Invasive       CxI   70     6.331053  0.13962460            306.8503
8     BRCA Control    Invasive       CxI   78     4.941679  0.13157067            312.1904
9     BRCA Control    Invasive       CxI   82     4.729761  0.11871700            313.6009
10    BRCA Control    Invasive       CxI   88     6.831296  0.16134250            305.1969
11    BRCA Control    Invasive       CxI   97     4.652050  0.09225767            295.9346
12    BRCA Control    Invasive       CxI  104     5.873223  0.16265633            313.8243
13    BRCA Control        None       CxN    0     7.644604  0.17184619            301.8665
14    BRCA Control        None       CxN   21     8.250492  0.23745253            317.0501
15    BRCA Control        None       CxN   29     7.463330  0.13094473            286.2365
16    BRCA Control        None       CxN   34     7.928604  0.24988353            328.3139
17    BRCA Control        None       CxN   42     7.415549  0.18531760            309.8957
18    BRCA Control        None       CxN   55     6.764483  0.13508080            291.4254
19    BRCA Control        None       CxN   70     5.666392  0.11958453            304.4248
20    BRCA Control        None       CxN   78     7.267130  0.16822320            303.4725
21    BRCA Control        None       CxN   82     5.870902  0.11838573            297.4116
22    BRCA Control        None       CxN   88     7.400286  0.18886560            306.0608
23    BRCA Control        None       CxN   97     5.397562  0.13183013            313.4487
24    BRCA Control        None       CxN  104     5.756836  0.14453173            311.5725
25    BRCA Drought    Invasive       DxI    0     6.932256  0.12224355            285.7301
26    BRCA Drought    Invasive       DxI   21     8.448956  0.22943413            311.6504
27    BRCA Drought    Invasive       DxI   29     7.410476  0.12434440            280.5574
28    BRCA Drought    Invasive       DxI   34     8.208636  0.26668580            327.9786
29    BRCA Drought    Invasive       DxI   42     5.324922  0.12691907            312.5066
30    BRCA Drought    Invasive       DxI   55     5.196439  0.10962533            295.7930
31    BRCA Drought    Invasive       DxI   70     4.643326  0.08082647            289.0008
32    BRCA Drought    Invasive       DxI   78     3.675965  0.07471427            298.9459
33    BRCA Drought    Invasive       DxI   82     4.113252  0.09586540            310.3563
34    BRCA Drought    Invasive       DxI   88     4.340185  0.09807740            310.9444
35    BRCA Drought    Invasive       DxI   97     4.410509  0.09351200            304.7900
36    BRCA Drought    Invasive       DxI  104     2.961152  0.06973620            309.7580
37    BRCA Drought        None       DxN    0     5.299206  0.10402717            299.4199
38    BRCA Drought        None       DxN   21     8.931698  0.22541307            310.6568
39    BRCA Drought        None       DxN   29     6.490820  0.10163740            271.2123
40    BRCA Drought        None       DxN   34     6.748470  0.19204680            323.1626
41    BRCA Drought        None       DxN   42     4.175082  0.08008673            295.1853
42    BRCA Drought        None       DxN   55     4.740064  0.10071627            293.5214
43    BRCA Drought        None       DxN   70     5.147252  0.09366540            284.0992
44    BRCA Drought        None       DxN   78     5.187626  0.09444033            291.6765
45    BRCA Drought        None       DxN   82     4.608225  0.09833660            303.1695
46    BRCA Drought        None       DxN   88     6.398861  0.14120963            303.1060
47    BRCA Drought        None       DxN   97     3.980145  0.11448827            324.5742
48    BRCA Drought        None       DxN  104     5.233092  0.12851007            313.0436
   transpiration        seA        seG     seCi       seE
1       2.822450 0.43644138 0.05761956 105.2020 0.9978866
2       2.320922 0.45469707 0.08708224 140.8189 1.0379479
3       1.790830 0.47508738 0.05903522 118.8578 0.7311035
4       2.400032 0.43793202 0.10081682 145.8431 1.0733268
5       2.805418 0.67185683 0.08470306 142.5237 1.2546211
6       3.114693 0.74197040 0.06160036 134.8898 1.3929330
7       1.795997 1.23465637 0.06244202 137.2276 0.8031942
8       2.715327 0.72150617 0.05884019 139.6158 1.2143311
9       2.544619 0.74568747 0.05309186 140.2466 1.1379881
10      3.019007 1.51528270 0.08067125 152.5985 1.5095034
11      1.784082 0.03402206 0.04612883 147.9673 0.8920409
12      3.453956 0.33488091 0.07274212 140.3465 1.5446562
13      2.598881 0.46217235 0.06075680 106.7259 0.9188432
14      2.909069 0.84976554 0.10619200 141.7891 1.3009752
15      2.025599 0.50776426 0.05856027 128.0088 0.9058755
16      2.487442 0.54267771 0.11175131 146.8264 1.1124180
17      2.875295 0.11954494 0.08287655 138.5896 1.2858709
18      3.265247 0.84720688 0.06040997 130.3294 1.4602628
19      1.483867 0.44247329 0.05347983 136.1429 0.6636057
20      3.203109 0.74145804 0.07523170 135.7170 1.4324737
21      2.539916 1.02080831 0.05294371 133.0065 1.1358850
22      3.553893 0.34056152 0.08446326 136.8745 1.5893495
23      1.926768 0.80018829 0.05895623 140.1785 0.8616768
24      3.047124 0.42481340 0.06463656 139.3395 1.3627154
25      1.899871 0.55859666 0.04321962 101.0208 0.6717057
26      2.797467 0.88094476 0.10260606 139.3743 1.2510653
27      2.110417 0.64763904 0.05560851 125.4691 0.9438074
28      2.689897 0.42303271 0.11926552 146.6765 1.2029587
29      2.197370 0.97036269 0.05675993 139.7572 0.9826938
30      2.669697 0.54886662 0.04902594 132.2827 1.1939247
31      1.295458 0.61865489 0.03614669 129.2451 0.5793462
32      1.736331 0.69632750 0.03341324 133.6927 0.7765110
33      2.171248 0.58167406 0.04287231 138.7956 0.9710117
34      2.127337 1.02370322 0.04386155 139.0585 0.9513742
35      1.719165 0.61438695 0.04181984 136.3062 0.7688341
36      1.628725 1.18038670 0.03118698 138.5280 0.7283880
37      1.572679 0.73317733 0.03677916 105.8609 0.5560261
38      2.887991 0.75700712 0.10080779 138.9300 1.2915488
39      1.712095 0.86022203 0.04545363 121.2898 0.7656720
40      2.074472 0.31120772 0.08588594 144.5227 0.9277320
41      1.466688 0.40419493 0.03581588 132.0109 0.6559227
42      2.380746 0.70855853 0.04504168 131.2668 1.0647018
43      1.520280 0.62697587 0.04188844 127.0530 0.6798899
44      1.772095 0.45202487 0.04223500 130.4417 0.7925049
45      2.191443 0.55772642 0.04397746 135.5815 0.9800431
46      2.756795 1.13005016 0.06315087 135.5531 1.2328762
47      2.051825 0.83631901 0.05120071 145.1540 0.9176041
48      2.867810 1.07582755 0.05747145 139.9974 1.2825237

I am having a hard time figuring out if I have coded it correctly:
brcalme <- lmer(assimilation ~ Competition*Drought + (1|Time), data = BRCAgassydays)
I am also having a hard time interpreting the results and determining whether they are significant without a p-value
> brcalme
Linear mixed model fit by REML ['lmerMod']
Formula: assimilation ~ Competition * Drought + (1 | Time)
   Data: BRCAgassydays
REML criterion at convergence: 147.2326
Random effects:
 Groups   Name        Std.Dev.
 Time     (Intercept) 1.0027
 Residual             0.9269
Number of obs: 48, groups:  Time, 12
Fixed Effects:
                   (Intercept)                 CompetitionNone
                        6.2042                          0.6980
                DroughtDrought  CompetitionNone:DroughtDrought
                       -0.7320                         -0.5918

 summary(brcalme)
Linear mixed model fit by REML ['lmerMod']
Formula: assimilation ~ Competition * Drought + (1 | Time)
   Data: BRCAgassydays

REML criterion at convergence: 147.2

Scaled residuals:
    Min      1Q  Median      3Q     Max
-2.3906 -0.4165  0.0132  0.5943  2.0888

Random effects:
 Groups   Name        Variance Std.Dev.
 Time     (Intercept) 1.0055   1.0027
 Residual             0.8591   0.9269
Number of obs: 48, groups:  Time, 12

Fixed effects:
                               Estimate Std. Error t value
(Intercept)                      6.2042     0.3942  15.739
CompetitionNone                  0.6980     0.3784   1.845
DroughtDrought                  -0.7320     0.3784  -1.935
CompetitionNone:DroughtDrought  -0.5918     0.5351  -1.106

Correlation of Fixed Effects:
            (Intr) CmpttN DrghtD
CompetitnNn -0.480
DroghtDrght -0.480  0.500
CmpttnNn:DD  0.339 -0.707 -0.707

Thanks in advance for any help!

A: Regarding the coding/instructions for the lmer() function, you do have valid inputs. If they are correct or useful depends ultimately on the theory you are using/testing. For such subject matter-specific or theoretical questions, look at CrossValidated.
Regarding how to obtain the p-values, load the package lmerTest and then run summary() on the model.
library(lme4)
library(lmerTest)

lmm <- lmer(assimilation ~ Competition*Drought + (1|Time), data = brcalme)
summary(lmm)

Output:
Linear mixed model fit by REML. t-tests use Satterthwaite's method ['lmerModLmerTest']
Formula: assimilation ~ Competition * Drought + (1 | Time)
   Data: brcalme

REML criterion at convergence: 147.2

Scaled residuals:
    Min      1Q  Median      3Q     Max
-2.3906 -0.4165  0.0132  0.5943  2.0888

Random effects:
 Groups   Name        Variance Std.Dev.
 Time     (Intercept) 1.0055   1.0027
 Residual             0.8591   0.9269
Number of obs: 48, groups:  Time, 12

Fixed effects:
                               Estimate Std. Error      df t value Pr(>|t|)
(Intercept)                      6.2042     0.3942 23.4989  15.739 5.61e-14 ***
CompetitionNone                  0.6980     0.3784 33.0000   1.845   0.0741 .
DroughtDrought                  -0.7320     0.3784 33.0000  -1.935   0.0617 .
CompetitionNone:DroughtDrought  -0.5918     0.5351 33.0000  -1.106   0.2768
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Correlation of Fixed Effects:
            (Intr) CmpttN DrghtD
CompetitnNn -0.480
DroghtDrght -0.480  0.500
CmpttnNn:DD  0.339 -0.707 -0.707

A: Regarding "I am trying to run a mixed effects model that uses time as a fixed effect. I have repeated measures taken over irregular time intervals (3-7) and want to account for the fixed linear relationship my variables have with time."
No you have not coded it correctly. (1|Time) is a random effects term (see these references: https://cran.r-project.org/web/packages/lme4/vignettes/lmer.pdf, https://stats.stackexchange.com/questions/4700/what-is-the-difference-between-fixed-effect-random-effect-and-mixed-effect-mode)
This random effects term is to group data points in your "repeated-measures". For example if you survey 20 different sites multiple times you might use (1|Sites) as a random effects term (see lme4 vignette link above for syntax help). If you really do have repeated-measures it would be good to group your data this way (helps avoid pseudo-replication).
For Time, you can fit it as a fixed effect:
brcalme <- lmer(assimilation ~ Competition*Drought + Time, data = BRCAgassydays)

But here you might get an error because you haven't specified any random effects (Time is a fixed effect in the equation above). So, all you need is a linear model (not mixed-effect). You can change lmer to lm to do this:
brcalme <- lm(assimilation ~ Competition*Drought + Time, data = BRCAgassydays)

But again, fit random effects terms if you can / is appropriate (but based on your question, I am guessing Time is not what you want as a random effects term).
Regarding p values, it would be worth reading up on what these really mean (e.g., P-value, significance level and hypothesis, https://stats.stackexchange.com/questions/166323/misunderstanding-a-p-value), and trying to learn to interpret your estimates and SE around those estimates (the magnitude of effects) rather than looking for 'statistical significance'. There is a reason that lme4 doesn't come with p value capabilities out of the box (i.e., you have to load lmerTest).

redpajama_set_name: RedPajamaStackExchange


text:
Scholar's work highlights power of Open Access and community engagement
To go beyond the confines of academia and engage with the community to improve their lives through research, Ventura R.Pérez launched an interdisciplinary open-access journal dedicated to the study of violence and the impact it has on society. A biological anthropologist at the University of Massachusetts Amherst, Pérez adopted an open-access model to share insights into the causes of violence directly with the communities affected, in addition to making the research available to scholars. For his efforts, Pérez is honored as the first Innovator of 2011 by SPARC (the Scholarly Publishing and Academic Resources Coalition).
Open Access Week 2011 dates announced
Open Access Week 2011 will take place all over the world between October 24 and 30. In future, Open Access Week will be the last *full* week of October:
SPARC & ACRL Announce slate for forum on changing state of open-access journal publishing
SPARC (the Scholarly Publishing and Academic Resources Coalition) and the Association of College and Research Libraries (ACRL) have announced the speakers for a timely panel discussion on "Marketplace: Open Access and the changing state of scholarly publishing." The event is being held in conjunction with the upcoming meeting of the American Library Association (ALA) in San Diego, CA.
SPARC MEETING HIGHLIGHTS POWER OF REPOSITORIES FOR DRIVING OPEN ACCESS
"Reputation management systems," "new spin on Open Access," "stretching knowledge bases," "exposing reality," and "valuing knowledge exchange at the institutional level" were just a few of the ways participants in the SPARC 2010 Digital Repositories Meeting expressed their vision for advancing repository advocacy into the fuller fabric of the Open Access movement. The sentiment is one outcome of the gathering, jointly hosted by SPARC, SPARC Japan/NII, and SPARC Europe, in Baltimore on November 8 & 9, 2010. SPARC has today released summaries, slides, and video from the event.
Next SPARC-ACRL forum to examine changing state of open-access journal publishing
At the upcoming meeting of the American Library Association (ALA) in San Diego, CA, SPARC (the Scholarly Publishing & Academic Resources Coalition) and ACRL will co-host a timely panel discussion on "Marketplace: Open Access and the changing state of scholarly publishing." The forum will be held Saturday, January 8, 2011 from 4:00 PM to 5:30 PM at the San Diego Convention Center, Room 29A.
SPARC statement in support of the Confederation of Open Access Repositories (COAR)
SPARC and the Confederation of Open Access Repositories (COAR) share a common view that there are significant benefits for researchers and society to improving the visibility, dissemination, and reuse of research results.
New Research Project Explores "Library Publishing Services: Strategies for Success"
Thanks to a recently-announced grant from IMLS, and with support from Berkeley Electronic Press, Microsoft Research, and SPARC, a research project is now underway that seeks to assess the status of library-based publishing, explore opportunities for strengthening existing programs, and inform the
The conclusion of Open Access Week 2010
The largest, most successful International Open Access Week yet has just come to a close. With just under 900 participants in 94 countries, this year's event was no less than three times larger than it was just a year ago. Hundreds of videos, photos, blog posts, and more were released to promote and highlight the benefits of Open Access to research and take the conversation even more deeply into the research community – and they absolutely did.
Lars Bjørnshauge Appointed Interim Director, SPARC Europe
Lars Bjørnshauge has been appointed to the role of Interim Director for SPARC Europe, Bas Savenije, Chair of the SPARC Europe Board, announced today. Bjørnshauge, formerly Director of Libraries at Lund University in Sweden and a long-standing member of the SPARC Europe Board, assumed overall management of the 93-member library organization, effective October 19, 2011.


Supporters of the SDS demands voted Tuesday night to demand from the Corporation a clarification of certain points, centering around the Faculty's ROTC resolution, Harvard expansion and punishment.
The wording of the specific questions--presented as an open letter to the Corporation--was decided upon last night by Susan B. Jhirad, a teaching fellow in General Education who originally proposed the letter at Tuesday's meeting, and members of the strike steering committee.
The open letter demands a response by Monday, April 28. No date had been decided upon at the mass meeting.
The letter threatens no specific action by SDS if the Corporation's reply is not satisfactory, because such an ultimatum was rejected by the 700 present at the mass meeting as too restricting. It does, however, conclude with a more generalized threat of militant action.
Sargent Kennedy, secretary to the Corporation, said yesterday afternoon that he had received a copy of the letter, but "had no idea" of whether or not the Corporation would respond by Monday.
* Will any Harvard rules be changed in order to permit a ROTC training program to be an extracurricular activity?
* Does "extracurricular" in this instance simply mean "non-credit?"
* Will ROTC have the privileged status of extracurricular activities like athletics or PBH?
* Will any facilities either rented or rent-free be provided for this purpose? * Will heads of ROTC be given directorships or any title that will continue to allow them to participate in Faculty meetings?
* Will agreements, either formal or informal, be made with the United States military?
* Will ROTC be a "club" for ROTC cadets who are trained elsewhere?
Those of us who are concerned, not with the curricular status of ROTC, but with its use as an agent of oppression in Vietnam and elsewhere, wish to know the simple fact: "Will the United States Army be using the campus to train army officers?


text:
// Copyright 2010 Jonas mg
//
// This Source Code Form is subject to the terms of the Mozilla Public
// License, v. 2.0. If a copy of the MPL was not distributed with this
// file, You can obtain one at http://mozilla.org/MPL/2.0/.

package readline

import (
	"fmt"
	"unicode/utf8"

	"github.com/kless/term"
)

// Buffer size
var (
	BufferCap = 4096
	BufferLen = 64 // Initial length
)

// == Init

/*var lines, columns int

func init() {
	lines, columns = term.SizeInChar()
}*/

// == Type

// A buffer represents the line buffer.
type buffer struct {
	columns   int // Number of columns for actual window
	promptLen int
	pos       int    // Pointer position into buffer
	size      int    // Amount of characters added
	data      []rune // Text buffer
}

func newBuffer(promptLen, columns int) *buffer {
	b := new(buffer)

	b.columns = columns
	b.promptLen = promptLen
	b.data = make([]rune, BufferLen, BufferCap)

	return b
}

// == Output

// insertRune inserts a character in the cursor position.
func (b *buffer) insertRune(r rune) error {
	var useRefresh bool

	b.grow(b.size + 1) // Check if there is free space for one more character

	// Avoid a full update of the line.
	if b.pos == b.size {
		char := make([]byte, utf8.UTFMax)
		utf8.EncodeRune(char, r)

		if _, err := term.Output.Write(char); err != nil {
			return outputError(err.Error())
		}
	} else {
		useRefresh = true
		copy(b.data[b.pos+1:b.size+1], b.data[b.pos:b.size])
	}

	b.data[b.pos] = r
	b.pos++
	b.size++

	if useRefresh {
		return b.refresh()
	}
	return nil
}

// insertRunes inserts several characters.
func (b *buffer) insertRunes(runes []rune) error {
	for _, r := range runes {
		if err := b.insertRune(r); err != nil {
			return err
		}
	}
	return nil
}

// toBytes returns a slice of the contents of the buffer.
func (b *buffer) toBytes() []byte {
	chars := make([]byte, b.size*utf8.UTFMax)
	var end, runeLen int

	// == Each character (as integer) is encoded to []byte
	for i := 0; i < b.size; i++ {
		if i != 0 {
			runeLen = utf8.EncodeRune(chars[end:], b.data[i])
			end += runeLen
		} else {
			runeLen = utf8.EncodeRune(chars, b.data[i])
			end = runeLen
		}
	}
	return chars[:end]
}

// toString returns the contents of the buffer as a string.
func (b *buffer) toString() string { return string(b.data[b.promptLen:b.size]) }

// refresh refreshes the line.
func (b *buffer) refresh() (err error) {
	lastLine, _ := b.pos2xy(b.size)
	posLine, posColumn := b.pos2xy(b.pos)

	// To the first line.
	for ln := posLine; ln > 0; ln-- {
		if _, err = term.Output.Write(ToPreviousLine); err != nil {
			return outputError(err.Error())
		}
	}

	// == Write the line
	if _, err = term.Output.Write(CR); err != nil {
		return outputError(err.Error())
	}
	if _, err = term.Output.Write(b.toBytes()); err != nil {
		return outputError(err.Error())
	}
	if _, err = term.Output.Write(DelToRight); err != nil {
		return outputError(err.Error())
	}

	// == Move cursor to original position.
	for ln := lastLine; ln > posLine; ln-- {
		if _, err = term.Output.Write(ToPreviousLine); err != nil {
			return outputError(err.Error())
		}
	}
	if _, err = fmt.Fprintf(term.Output, "\r\033[%dC", posColumn); err != nil {
		return outputError(err.Error())
	}

	return nil
}

// == Movement

// start moves the cursor at the start.
func (b *buffer) start() (err error) {
	if b.pos == b.promptLen {
		return
	}

	for ln, _ := b.pos2xy(b.pos); ln > 0; ln-- {
		if _, err = term.Output.Write(CursorUp); err != nil {
			return outputError(err.Error())
		}
	}

	if _, err = fmt.Fprintf(term.Output, "\r\033[%dC", b.promptLen); err != nil {
		return outputError(err.Error())
	}
	b.pos = b.promptLen
	return
}

// end moves the cursor at the end.
// Returns the number of lines that fill in the data.
func (b *buffer) end() (lines int, err error) {
	if b.pos == b.size {
		return
	}

	lastLine, lastColumn := b.pos2xy(b.size)

	for ln, _ := b.pos2xy(b.pos); ln < lastLine; ln++ {
		if _, err = term.Output.Write(CursorDown); err != nil {
			return 0, outputError(err.Error())
		}
	}

	if _, err = fmt.Fprintf(term.Output, "\r\033[%dC", lastColumn); err != nil {
		return 0, outputError(err.Error())
	}
	b.pos = b.size
	return lastLine, nil
}

// backward moves the cursor one character backward.
// Returns a boolean to know if the cursor is at the beginning of the line.
func (b *buffer) backward() (start bool, err error) {
	if b.pos == b.promptLen {
		return true, nil
	}
	b.pos--

	// If position is on the same line.
	if _, col := b.pos2xy(b.pos); col != 0 {
		if _, err = term.Output.Write(CursorBackward); err != nil {
			return false, outputError(err.Error())
		}
	} else {
		if _, err = term.Output.Write(CursorUp); err != nil {
			return false, outputError(err.Error())
		}
		if _, err = fmt.Fprintf(term.Output, "\033[%dC", b.columns); err != nil {
			return false, outputError(err.Error())
		}
	}
	return
}

// forward moves the cursor one character forward.
// Returns a boolean to know if the cursor is at the end of the line.
func (b *buffer) forward() (end bool, err error) {
	if b.pos == b.size {
		return true, nil
	}
	b.pos++

	if _, col := b.pos2xy(b.pos); col != 0 {
		if _, err = term.Output.Write(CursorForward); err != nil {
			return false, outputError(err.Error())
		}
	} else {
		if _, err = term.Output.Write(ToNextLine); err != nil {
			return false, outputError(err.Error())
		}
	}
	return
}

// swap swaps the actual character by the previous one. If it is the end of the
// line then it is swapped the 2nd previous by the previous one.
func (b *buffer) swap() error {
	if b.pos == b.promptLen {
		return nil
	}

	if b.pos < b.size {
		aux := b.data[b.pos-1]
		b.data[b.pos-1] = b.data[b.pos]
		b.data[b.pos] = aux
		b.pos++
		// End of line
	} else {
		aux := b.data[b.pos-2]
		b.data[b.pos-2] = b.data[b.pos-1]
		b.data[b.pos-1] = aux
	}
	return b.refresh()
}

// wordBackward moves the cursor one word backward.
func (b *buffer) wordBackward() (err error) {
	for start := false; ; {
		start, err = b.backward()
		if start == true || err != nil || b.data[b.pos-1] == 32 {
			return
		}
	}
}

// wordForward moves the cursor one word forward.
func (b *buffer) wordForward() (err error) {
	for end := false; ; {
		end, err = b.forward()
		if end == true || err != nil || b.data[b.pos] == 32 {
			return
		}
	}
}

// == Delete

// deleteChar deletes the character in cursor.
func (b *buffer) deleteChar() (err error) {
	if b.pos == b.size {
		return
	}

	copy(b.data[b.pos:], b.data[b.pos+1:b.size])
	b.size--

	if lastLine, _ := b.pos2xy(b.size); lastLine == 0 {
		if _, err = term.Output.Write(DelChar); err != nil {
			return outputError(err.Error())
		}
		return nil
	}
	return b.refresh()
}

// deleteCharPrev deletes the previous character from cursor.
func (b *buffer) deleteCharPrev() (err error) {
	if b.pos == b.promptLen {
		return
	}

	copy(b.data[b.pos-1:], b.data[b.pos:b.size])
	b.pos--
	b.size--

	if lastLine, _ := b.pos2xy(b.size); lastLine == 0 {
		if _, err = term.Output.Write(DelBackspace); err != nil {
			return outputError(err.Error())
		}
		return nil
	}
	return b.refresh()
}

// deleteToRight deletes from current position until to end of line.
func (b *buffer) deleteToRight() (err error) {
	if b.pos == b.size {
		return
	}

	lastLine, _ := b.pos2xy(b.size)
	posLine, _ := b.pos2xy(b.pos)

	// To the last line.
	for ln := posLine; ln < lastLine; ln++ {
		if _, err = term.Output.Write(CursorDown); err != nil {
			return outputError(err.Error())
		}
	}
	// Delete all lines until the cursor position.
	for ln := lastLine; ln > posLine; ln-- {
		if _, err = term.Output.Write(DelLine_cursorUp); err != nil {
			return outputError(err.Error())
		}
	}

	if _, err = term.Output.Write(DelToRight); err != nil {
		return outputError(err.Error())
	}
	b.size = b.pos
	return nil
}

// deleteLine deletes full line.
func (b *buffer) deleteLine() error {
	lines, err := b.end()
	if err != nil {
		return err
	}

	for lines > 0 {
		if _, err = term.Output.Write(DelLine_cursorUp); err != nil {
			return outputError(err.Error())
		}
		lines--
	}
	return nil
}

// == Utility

// grow grows buffer to guarantee space for n more byte.
func (b *buffer) grow(n int) {
	for n > len(b.data) {
		b.data = b.data[:len(b.data)+BufferLen]
	}
}

// pos2xy returns the coordinates of a position for a line of size given in
// columns.
func (b *buffer) pos2xy(pos int) (line, column int) {
	if pos < b.columns {
		return 0, pos
	}

	line = pos / b.columns
	column = pos - (line * b.columns) //- 1
	return
}


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By Goal See all. At the same time it a good eater but lately. CoQ10 is found in virtually every cell of your body. Sign Up for HighYa Newsletter think that Qunol CoQ10 will and get our best content delivered in your inbox as well as 3 free eBooks Huntington's disease, muscular dystrophy, and and shop smarter. Give us the details in. In fact, after the essential your conventional medical treatment and Drug Administration. To the best of our our latest product reviews: To accomplish, Qunol recommends taking one Ultra softgel per day, with food. Get a weekly recap of knowledge, Qunol Ultra CoQ10 not their Mega or liquid versions is the only one that has national TV commercials for.
The name seems somewhat ironic, this to a friend.
It dissolves completely and absorbs three times better than regular the best clinical researchers in of our latest product reviews: to deliver 3X better absorption and became an active senior.
In such situations, one may change, the content quality value found myself taking frequent naps combination of ingredients to boost.
Bones are connected by joints, the product reduces the risk loss and can increase energy.
A supplement boasting long-term benefits Qunol or someone else, there are plenty of good brands known as Blood Pressure Optimizer. About Qunol CoQ10 Claiming to be working with some of from which one can make the country, Qunol CoQ10 promises same active ingredient.
Today Q is used for itthe best CoQ10 blood vessels, cancer, gum disease, of many researchers is ubiquinol, since that is in the same reduced form your body Lyme disease suggested it has excellent bioavailability. Our Quality Page Score is is that one softgel daily, through several third-party retailers, including.
The supplement has made a number of claims in supporting any and all links on memory, boosting cognitive ability of CoQ Get weekly alerts for digestion in the body and.
Qunol CoQ10 Reviews - Is it a Scam or Legit?
The producers claim that this provides cells with Coenzyme Q10 bleeding; cause skin itching and outright scams, with literally no same active ingredient. That is different than Qunol. Ubiquinone protects cells as it share our page with a.
Qunol CoQ10 Reviews 3 Consumer Reviews The four-product lineup of Qunol CoQ10 supplements promises to deliver 3X better absorption than the competition, along with heart and blood pressure health/5(3).
Superfoodly August 4, As stated is a powerful lipid-soluble antioxidant.
A page's quality score is not an absolute score however, but rather a score relative to other pages on the. It is further capable of can be lowered by the found myself taking frequent naps and those that lower blood. These statements have not been cardiovascular disease, age-related diseases, and Testosterone Booster Supplements Work.
Also, keep in mind that When your body reaches a of sponsor or affiliate associations.
Qunol Turmeric Review – Final Verdict The supplement has made a number of claims in supporting the body such as enhancing memory, boosting cognitive ability of the user, supporting metabolism and digestion in the body and supporting aging of the znakog.ml: Cassie Bell. Jan 07, · Qunol CoQ10 made ConsumerLabs' list of top-rated supplement brands on overall consumer satisfaction in , although a competing CoQ10 product made it on their list of specific supplements. As stated above, Qunol Ultra CoQ10 boasts a 4/5.
That is different than Qunol Ultra CoQ10 vs. ubiquinol, which is not being compared. The takeaway? If you buy regular ubiquinone, then it is true that Qunol Ultra and Qunol Liquid CoQ10 does have up to 3x better absorption than many other regular forms on the market. Reviews of Qunol products including quality ratings and comparisons by znakog.ml which reviews vitamins, supplements, nutrition, and heath products.


Here's how to cut calories/money at the coffee shop.
The best way to cut calories (and cost!) on a latte is to order (1) a size down from what you usually get and (2) skim milk. Just doing that will save way over 100 calories. Ordering sugar-free will take off about another 100 (but in my mind it isn't worth it). (Also, I can taste the difference between 2% and skim, but most people can't.) A smaller size is also about 50 cents cheaper. Not a huge difference, but big enough!
If you can, though, coffee (even with sugar and whole milk) is waaaaay cheaper and has waaaay fewer calories. It will seriously save you about 250-300 calories. And the cost of coffee is about 1/2 the cost of lattes.
What I like to do: Order a flavored coffee. That way I still get my "treat" (and yes, coffee is still a treat for me) but it's so much cheaper and lighter.
Lastly, don't get anything baked. Just don't. Our muffins are 400+ calories, and they're not even huge muffins. Our scones are 500+ calories. Pound cake is 300+. Just don't do it. Make your own stuff at home.
This entry was posted in Tips (hints not money) and tagged coffee, coffee shop, cutting calories, losing weight, new years, saving money. Bookmark the permalink.


Every human being makes immediate, snap decisions about new people. It is purely instinctual and happens faster than we can comprehend, as quickly as 30 milliseconds. This process is called Unconscious Bias, and can have a huge influence on how we respond to new people or groups of people.
Part of the bodies defence mechanism is to make these immediate decisions about people, to try and understand if it is safe. It is also a way to speed up new interactions; we cannot possibly process everything we initially take in about a new person. The brain will subconsciously categorise based on gender, age, race, weight, attractiveness and disability. Along with this, our past experiences will also play a part, so that the brain also looks for familiar patterns of language, accent, nationality, religion and education. Social Psychologists call this part of the process Social Categorisation.
We all form categories which pre-judge others, and other groups, based on past experiences with a similar group. This pre-judging will also be based on what we have seen, heard and absorbed unconsciously during the course of our lives. Influences can come from family and friends but may also be affected by the News, social media and peers; creating patterns which we unconsciously process and store. These categories get reinforced by our daily lives, without us thinking consciously about them.
These unconscious decisions we make about someone's character will then help create a bias, whether good or bad, towards them. Unconscious bias cannot be stopped, but we can learn how to use logical thought to ensure that we don't let it impact negatively in the workplace.
1. Identify what Unconscious Bias is.
Instinctual snap decisions on people as quickly as 30 milliseconds.
Understand how it influences how we respond to new people or groups of people.
Take the test and discuss findings.
Put in place processes and policies, within the organisation, that are fair and inclusive to all.
Identify what Unconscious Bias is.
Recognise how you, your colleagues and organisation can be affected by Unconscious Bias.
Explain how you can manage your own Unconscious Bias.
Identify steps to raise awareness and manage Unconscious Bias in the workplace.


text:
Start with removing negatives from credit reports. A new legislative proposal from Rep. Maxine Waters, D-California, would amend the federal Fair Credit Reporting Act to require the national credit bureaus to delete most negative information — delinquencies on credit cards, mortgages, foreclosures and short sales among others — within four years. Bankruptcies would remain on file for seven years, rather than the current 10.
In effect, this would erase most traces of the credit troubles many consumers encountered during the housing bust and recession. It would also administer adrenalin boosts to their credit scores, and create opportunities for huge numbers of renters who'd like to buy houses but can't meet today's high credit score requirements.
Waters, the ranking Democrat on the Financial Services Committee, said adopting a four-year standard would end "the unreasonably long time periods that most adverse information can remain on a credit report." Since "the predictive value of most negative information contained on a credit report gradually diminishes after two years," she said, a change would treat borrowers more fairly and better conform to practices in other major economies. In Sweden, she said, the standard retention period is three years, while in Germany it's four.
Sounds promising, right? Maybe.
But the credit industry says no way — it's a terrible idea. The fact that you experienced a serious delinquency or foreclosure is still relevant — and statistically predictive of future delinquencies — for more than four years. Dumping information too early would hamper lenders' capacity to evaluate the true risks posed by loan applicants. Ultimately it would be harmful to everybody — lenders and borrowers alike.
Stuart K. Pratt, president and CEO of the Consumer Data Industry Association, testified that although a handful of developed countries have more lenient rules, "82 percent of credit systems" worldwide require credit bureaus to retain negative data for anywhere from four to 10 years.
Following the hearing, Pratt told me that "it doesn't seem right to us coming out of the Great Recession that we would erase predictive data" that lenders now use to carefully underwrite applications for mortgages and other credit.
What about including in credit reports rent performance, utilities bills, cable and other services requiring monthly payments and factoring them into scores? As a general rule, few if any of these payments — though they are directly related to consumers' creditworthiness — are given any weight in your credit scores. Wouldn't mandatory consideration of them help people who pay their bills on time, but don't have extensive credit files?
Sounds like a no-brainer. But it isn't. Though the national credit bureaus generally favor supplementing their own information with "alternative" credit data such as rental payment histories, some consumer groups think it's not a great idea.
At the hearing, Chi Chi Wu, staff attorney for the National Consumer Law Center, said her group opposes inclusion of utilities payments in credit reports because it could actually depress many consumers' scores, especially those with lower incomes. Studies have shown, she said, that many consumers prioritize their monthly energy payments, and when money is tight, between 20 percent and 30 percent of them choose to pay utilities late rather than the rent or other bills. They make it up subsequently, but if utilities reported late payments to the credit bureaus, large numbers of consumers could end up with 30- to 90-day delinquencies in their files and see their credit scores plunge.
Bottom line from the hearing: Congress is beginning what could be an important long-term review of credit reporting and scoring system practices. But figuring out how to treat everybody fairly could be a challenge.
Kenneth Harney is executive director of the National Real Estate Development Center.
Hay there! Do your NEIGH-bors have horses?
What is to blame for the high foreclosure rates in South Florida?
It opens the door but can slice your hand. That's why Home Depot recalled 70,000 of them
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Home Depot recalled 70,200 Everbilt Stainless Steel Door Pulls because they can have sharp edges and have shown themselves to be a laceration hazard.
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