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Asian American adults include those who self-identify as Asian, either alone or in combination with other races or Hispanic identity. Those excluded were people solely of Southwest Asian descent (e.g., Lebanese, Saudi), those with Central Asian origins (e.g., Afghan, Uzbek) as well as various other non-Asian origins. The impact of excluding these groups is small, as together they represent about 1%-2% of the national U.S. Asian population, according to a Pew Research Center analysis of the 2021 American Community Survey.
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A number of sensitivity checks were performed to test the robustness of the findings, and the main conclusions were consistently upheld. The mail and web screening and extended surveys were developed in English and translated into Chinese (Simplified and Traditional), Hindi, Korean, Tagalog and Vietnamese. For web, the landing page was displayed in English initially but included banners at the top and bottom of the page that allowed respondents to change the displayed language. Once in the survey, a dropdown button at the top of each page was available to respondents to toggle between languages.
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This status indicates the address, which was on the USPS Delivery Sequence File at the time of sampling, currently is not occupied or no longer exists. The second category is “4.90 Other.” This category contains 588 addresses that were never mailed because they had a drop count of greater than four. Drop points are addresses with multiple households that share the same address. The information available in the ABS frame on drop points is limited to the number of drop points at the address, without information on the type of households at the drop point, or how they should be labeled for mailing purposes. In this survey, all drop points were eligible for sampling, but only those with drop point counts of four or fewer were mailed. Westat treated drop point counts of five or more as out of scope, and no mailing was done for those addresses.
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This and subsequent screener invitations only referred to the pre-incentive without reference to the possibility of later promised incentives. In December 2022 a mailing was added for eligible respondents who had completed a screener questionnaire, either by web or paper but who had not yet completed the extended survey. It was sent to those who had received their last mailing in the standard sequence at least four weeks earlier. It included a cover letter, a paper copy of the extended survey, and a business reply envelope, and was assembled in a 9×12 envelope with a $1 bill made visible through the envelope window. After one week, Westat sent a postcard reminder to all sampled individuals, followed three weeks later by a reminder letter to nonrespondents. Approximately 8.5 weeks after the initial mailing, Westat sent nonrespondents a paper version screening survey, which was a four-page booklet (one folded 11×17 paper) and a postage-paid return envelope in addition to the cover letter.
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Each sampled mailing address was assigned to one of four categories according to its final screener disposition. The next step was adjusting for nonresponse for households without a completed screener interview to create a final household weight. This adjustment allocated the weights of nonrespondents (category 2) to those of respondents (category 1) within classes defined by the cross-classification of sampling strata, census region, and sample type (e.g., ABS and list supplemental samples).
Because all of the addresses in the list frames are also included in the ABS frame, these addresses had multiple opportunities for these addresses to be selected, and the base weights include an adjustment to account for their higher probability of selection. Mailing addresses in census tracts from the lowest density stratum, strata 3, were excluded from the sampling frame. As a result, the frame excluded 54.1% of the 2020 census tracts, 49.1% of the U.S. adult population, including 9.1% of adults who self-identified as Asian alone or in combination with other races or Hispanic ethnicity. For the largest five Asian ethnic subgroups, Filipinos had the largest percentage of excluded adults, with 6.8%, while Indians had the lowest with 4.2% of the adults. This stratification and the assignment of differential sampling rates to the strata were critical design components because of the rareness of the Asian American adult population.
In the last month of data collection, an additional mailing was added to boost the number of Vietnamese respondents. A random sample of 4,000 addresses from the Vietnamese surname list and 2,000 addresses from the ABS frame who were flagged as likely Vietnamese were sent another copy of the first invitation letter, which contained web login credentials but no paper copy of the screener. This was sent in a No. 10 envelope with a wide window and was assembled with a $1 bill visible through the envelope window. A pre-incentive of $2 (in the form of two $1 bills) was sent to all sampled addresses with the first letter, which provided information about how to complete the survey online.
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To that end, he suggests raising bathroom fixtures off the floor — employing floating vanities or wall-mounted sinks and toilets. And if you have just enough square footage for a bathtub, you can also choose one of those that’ll feel like less of a space hog. “The traditional claw foot tub has gotten so many wonderful, more modern iterations recently,” he says, noting that curved options are similar to a round dining table in creating the illusion of more room. “A free-standing tub allows you to see around it and helps you to amplify the feeling of space.” Just add spa-ready bath salts. While dark shades lend drama and moodiness, light and bright options can equal a fresh crispness. Either can work to visually expand a small bathroom, says Cullen via email; “you just need to decide the type of feeling you are trying to evoke.” Whichever option you choose, she recommends embracing one color to create an immersive experience.
We love having these behind the scenes factory videos to show you the process and provide some insight on our factory and how these kits come to life. So much work goes into the creation of the kits, and we are so glad our friends at the manufacturing facility are so lovely and committed to our vision of excellence and quality. We hunted for a set of very special artists and carefully selected some of their best work to legally license, creating our Dreamer Line of Diamond Canvas Kits™. Dreamer Designs soon became a lot more than just an idea, quickly developing into an incredible team of people who were not only passionate about diamond painting but also eager to develop a community built on honest and transparent business practices.
All Asian adults who meet the criteria above are used for the analysis of Asians in poverty, irrespective of their status as students or not. To maximize response, the survey used a sequential mixed-mode protocol in which sampled households were first directed to respond online and later mailed a paper version of the questionnaire if they did not respond online. Every piece and component of our kits had to be completely customized. Each individual tool kit accessory, canvas, instructional guide, packaging design and box was designed by our team, then implemented and developed by the factory.
“Anything that’s a little bit busy or doesn’t have a repeat that your eye can see,” she says, since such options trick the mind into perceiving depth and encourage the eye to move. Stephen Alexander Homes has designed this spectacular coastal-style house that is located in Virginia Beach, a coastal city in southeastern Virginia. This dwelling encompasses 4,216 square feet of high design and comfort with five bedrooms and three-and-a-half bathrooms, along with a two-car garage. We are fully invested in you wearing your dress and feeling confident and stunning. There are instances when it is easier to have your dress altered locally. Contact us, and we will guide you to determine what is best for you.
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