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t.filter(i=>i.hypotheses.some(o=>o.type!=="dom"&&(o.isControl&&o.type===s&&o.affix===template.suffix||o.type==="theme"||o.isControl&&o.type==="urlRedirect"&&o.redirectPath&&e.pathname.endsWith(o.redirectPath)||o.type==="basicScript"))&&(!e.searchParams.has("view")||i.hypotheses.filter(o=>!o.isControl).map(o=>o.affix).includes(e.searchParams.get("view")??"")))}domTestsForUrl(t){const e=new URL(window.location.href);return t.filter(s=>s.hypotheses.some(i=>i.type==="dom"&&i.domSelectors&&i.domSelectors.some(o=>new RegExp(R(o)).test(e.toString()))))}async filterTestsByAudience(t,e,s){const i=[];let o=e.country;!o&&t.some(n=>n.requiresCountry&&!s.some(a=>a.testId===n.id))&&(this.log("Hiding page to check geoip"),this.hidePage(),o=await this.makeJsonRequest({method:"get",url:`${this.eventHost}/api/v0/visitors/get-country`,signal:AbortSignal.timeout(this.getCountryTimeout)}).catch(n=>(this.log("Error getting country",n),null)));for(const n of t){this.log("Checking audience for test 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t.length===0?null:t.some(e=>e.isThemeTest)?"theme":"templateOrUrlRedirect"}pickHypothesis(t){let e=Math.random();const s=t.hypotheses.reduce((o,n)=>o+n.visitorCount,0);return t.hypotheses.sort((o,n)=>o.isControl?n.isControl?0:-1:n.isControl?1:0).reduce((o,n)=>{if(o!==null)return o;const c=t.hypotheses.reduce((h,d)=>h&&d.visitorCount>20,!0)?n.visitorCount/s-n.trafficPercentage:0;return e<=n.trafficPercentage-c?n:(e-=n.trafficPercentage,null)},null)}typeFromTemplate(){switch(template.type){case"collection-list":return"collectionList";case"page":return"landing";case"article":case"blog":case"cart":case"collection":case"index":case"product":case"search":return template.type;default:return null}}queueRedirect(t){this.saveState(),window.setTimeout(()=>window.location.assign(t),0)}async syncAllEvents(){const t=async()=>{if(this.isSyncing){window.setTimeout(()=>void(async()=>await t())(),500);return}try{this.isSyncing=!0,await 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t=this.state.essential.visitorTests.filter(e=>e.shouldSendToGa);this.log("Syncing %s ga events",length);try{for(const e of t)this.sendGtagEvent(e.testId,e.hypothesisId),e.shouldSendToGa=!1}catch(e){this.log("Failed sending event to gtag",e)}finally{this.persistEssentialState()}}sendGtagEvent(t,e){this.log("Sending gtag event for",t,e);const s={exp_variant_string:`SL-${t}-${e}`};this.shopliftDebug&&Object.assign(s,{debug_mode:!0}),typeof window.gtag=="function"?gtag("event","experience_impression",s):(this.log("gtag not found, pushing to dataLayer"),window.dataLayer=window.dataLayer||[],window.dataLayer.push({event:"experience_impression",...s}))}updateLocalVisitor(t){let e;({visitorTests:e,...this.state.analytics.visitor}=t);for(const s of this.state.essential.visitorTests.filter(i=>!e.some(o=>o.testId===i.testId)))s.isSaved=!0,s.isInvalid=!0;for(const s of e)this.state.essential.visitorTests.some(o=>o.testId===s.testId)||this.state.essential.visitorTests.push(s);this.state.analytics.visitor.storedAt=new Date}async getVisitor(t){try{return await this.makeJsonRequest({method:"get",url:`${this.eventHost}/api/v0/visitors/by-key/${this.shop}/${t}`})}catch{return null}}async sendEvents(t){return await this.makeJsonRequest({method:"post",url:`${this.eventHost}/api/v0/events`,data:JSON.stringify(t)})}async getRemoteVisitor(t){return await this.makeJsonRequest({method:"get",url:`${this.eventHost}/api/v0/visitors/${t}`})}async updateShopifyAnalyticsId(t,e){return await this.makeJsonRequest({method:"put",url:`${this.eventHost}/api/v0/visitors/${t}`,data:JSON.stringify({shop:this.shop,shopifyAnalyticsId:e})})}getUTMValue(t){const s=decodeURIComponent(window.location.search.substring(1)).split("&");for(let i=0;i<s.length;i++){const o=s[i].split("=");if(o[0]===t)return o[1]||null}return null}hidePage(){this.log("Hiding 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wa|abac|ac(er|oo|s\-)|ai(ko|rn)|al(av|ca|co)|amoi|an(ex|ny|yw)|aptu|ar(ch|go)|as(te|us)|attw|au(di|\-m|r |s )|avan|be(ck|ll|nq)|bi(lb|rd)|bl(ac|az)|br(e|v)w|bumb|bw\-(n|u)|c55\/|capi|ccwa|cdm\-|cell|chtm|cldc|cmd\-|co(mp|nd)|craw|da(it|ll|ng)|dbte|dc\-s|devi|dica|dmob|do(c|p)o|ds(12|\-d)|el(49|ai)|em(l2|ul)|er(ic|k0)|esl8|ez([4-7]0|os|wa|ze)|fetc|fly(\-|_)|g1 u|g560|gene|gf\-5|g\-mo|go(\.w|od)|gr(ad|un)|haie|hcit|hd\-(m|p|t)|hei\-|hi(pt|ta)|hp( i|ip)|hs\-c|ht(c(\-| |_|a|g|p|s|t)|tp)|hu(aw|tc)|i\-(20|go|ma)|i230|iac( |\-|\/)|ibro|idea|ig01|ikom|im1k|inno|ipaq|iris|ja(t|v)a|jbro|jemu|jigs|kddi|keji|kgt( |\/)|klon|kpt |kwc\-|kyo(c|k)|le(no|xi)|lg( g|\/(k|l|u)|50|54|\-[a-w])|libw|lynx|m1\-w|m3ga|m50\/|ma(te|ui|xo)|mc(01|21|ca)|m\-cr|me(rc|ri)|mi(o8|oa|ts)|mmef|mo(01|02|bi|de|do|t(\-| |o|v)|zz)|mt(50|p1|v )|mwbp|mywa|n10[0-2]|n20[2-3]|n30(0|2)|n50(0|2|5)|n7(0(0|1)|10)|ne((c|m)\-|on|tf|wf|wg|wt)|nok(6|i)|nzph|o2im|op(ti|wv)|oran|owg1|p800|pan(a|d|t)|pdxg|pg(13|\-([1-8]|c))|phil|pire|pl(ay|uc)|pn\-2|po(ck|rt|se)|prox|psio|pt\-g|qa\-a|qc(07|12|21|32|60|\-[2-7]|i\-)|qtek|r380|r600|raks|rim9|ro(ve|zo)|s55\/|sa(ge|ma|mm|ms|ny|va)|sc(01|h\-|oo|p\-)|sdk\/|se(c(\-|0|1)|47|mc|nd|ri)|sgh\-|shar|sie(\-|m)|sk\-0|sl(45|id)|sm(al|ar|b3|it|t5)|so(ft|ny)|sp(01|h\-|v\-|v )|sy(01|mb)|t2(18|50)|t6(00|10|18)|ta(gt|lk)|tcl\-|tdg\-|tel(i|m)|tim\-|t\-mo|to(pl|sh)|ts(70|m\-|m3|m5)|tx\-9|up(\.b|g1|si)|utst|v400|v750|veri|vi(rg|te)|vk(40|5[0-3]|\-v)|vm40|voda|vulc|vx(52|53|60|61|70|80|81|83|85|98)|w3c(\-| )|webc|whit|wi(g |nc|nw)|wmlb|wonu|x700|yas\-|your|zeto|zte\-/i.test(i.substr(0,4)))&&(s=!0)}(navigator.userAgent||navigator.vendor),s}return t()?"mobile":e()?"tablet":"desktop"}removeAsyncHide(t){return()=>{t&&window.document.documentElement.classList.remove(t)}}async getCartState(){try{let t=await this.makeJsonRequest({method:"get",url:`${window.location.origin}/cart.js`});return t===null?null:(t.note===null&&(t=await this.makeJsonRequest({method:"post",url:`${window.location.origin}/cart/update.js`,data:JSON.stringify({note:""})})),t)}catch(t){return this.log("Error sending cart info",t),null}}async makeJsonRequest(t){const e=await this.makeRequest(t);return e===null?null:JSON.parse(await e.text(),g)}async makeRequest(t){const{url:e,method:s,headers:i,data:o,signal:n}=t,a=new Headers;if(i)for(const h in i)a.append(h,i[h]);(!i||!i.Accept)&&a.append("Accept","application/json"),(!i||!i["Content-Type"])&&a.append("Content-Type","application/json"),(this.eventHost.includes("ngrok.io")||this.eventHost.includes("ngrok-free.app"))&&a.append("ngrok-skip-browser-warning","1234");const c=await this.fetch(e,{method:s,headers:a,body:o,signal:n});if(!c.ok){if(c.status===204)return null;if(c.status===422){const h=await c.json();if(typeof h<"u"&&h.isBot)throw new w}throw new Error(`Error sending shoplift request ${c.status}`)}return c}queueAddVisitorToTest(t,e){this.state.essential.visitorTests.some(s=>s.testId===t)||this.state.essential.visitorTests.push({createdAt:new Date,testId:t,hypothesisId:e.id,isThemeTest:e.type==="theme",themeId:e.themeId,isSaved:!1,isInvalid:!1,shouldSendToGa:!0})}queueCartUpdate(t){this.queueEvent(new E(t))}queuePageView(t){this.queueEvent(new x(t))}queueEvent(t){!this.state.essential.consentApproved&&this.state.essential.hasConsentInteraction||this.state.analytics.queue.length>10||this.state.analytics.queue.push(t)}legacyGetLocalStorageVisitor(){const t=this.localStorageGet(this.legacySessionKey);if(t)try{return JSON.parse(t,g)}catch{}return null}pruneStateAndSave(){this.state.essential.visitorTests=this.state.essential.visitorTests.filter(t=>this.testConfigs.some(e=>e.id==t.testId)||this.inactiveTestConfigs.filter(e=>this.testIsPaused(e)).some(e=>e.id===t.testId)),this.saveState()}saveState(){this.persistEssentialState(),this.persistAnalyticsState()}loadState(){const t=this.loadAnalyticsState(),e={analytics:t,essential:this.loadEssentialState(t)},s=this.legacyGetLocalStorageVisitor(),i=this.legacyGetCookieVisitor(),o=[s,i].filter(n=>n!==null).sort((n,a)=>+a.storedAt-+n.storedAt)[0];return e.analytics.visitor===null&&o&&({visitorTests:e.essential.visitorTests,...e.analytics.visitor}=o,e.essential.isFirstLoad=!1,e.essential.initialState={createdAt:o.createdAt,referrer:o.referrer,utmCampaign:o.utmCampaign,utmContent:o.utmContent,utmMedium:o.utmMedium,utmSource:o.utmSource,device:o.device},this.deleteCookie("SHOPLIFT"),this.deleteLocalStorage(this.legacySessionKey)),!e.essential.consentApproved&&e.essential.hasConsentInteraction&&this.deleteLocalStorage(this.analyticsSessionKey),e}loadEssentialState(t){var a;const e=this.loadLocalStorage(this.essentialSessionKey),s=this.loadCookie(this.essentialSessionKey),i=this.getInitialState();(a=t.visitor)!=null&&a.device&&(i.device=t.visitor.device);const o={timestamp:new Date,consentApproved:!1,hasConsentInteraction:!1,debugMode:!1,initialState:i,visitorTests:[],isMerchant:!1,isFirstLoad:!0},n=[e,s].filter(c=>c!==null).sort((c,h)=>+h.timestamp-+c.timestamp)[0]??o;return n.initialState||(t.visitor!==null?n.initialState=t.visitor:(n.initialState=i,n.initialState.createdAt=n.timestamp)),n}loadAnalyticsState(){const t=this.loadLocalStorage(this.analyticsSessionKey),e=this.loadCookie(this.analyticsSessionKey),s={timestamp:new Date,visitor:null,queue:[]};return[t,e].filter(i=>i!==null).sort((i,o)=>+o.timestamp-+i.timestamp)[0]??s}persistEssentialState(){this.log("Persisting essential state"),this.state.essential.isFirstLoad=!1,this.persistLocalStorageState(this.essentialSessionKey,this.state.essential),this.persistCookieState(this.essentialSessionKey,this.state.essential)}persistAnalyticsState(){this.log("Persisting analytics state"),this.state.essential.consentApproved&&(this.persistLocalStorageState(this.analyticsSessionKey,this.state.analytics),this.persistCookieState(this.analyticsSessionKey,this.state.analytics))}loadLocalStorage(t){const e=this.localStorageGet(t);return e===null?null:JSON.parse(e,g)}loadCookie(t){const e=this.getCookie(t);return e===null?null:JSON.parse(e,g)}persistLocalStorageState(t,e){e.timestamp=new Date,this.localStorageSet(t,JSON.stringify(e))}persistCookieState(t,e){e.timestamp=new Date;const s=JSON.stringify(e),i=new Date(new Date().getTime()+864e5*365).toUTCString();document.cookie=`${t}=${s};domain=.${window.location.hostname};path=/;expires=${i};SameSite=Strict;`}deleteCookie(t){const e=new Date(0).toUTCString();document.cookie=`${t}=;domain=.${window.location.hostname};path=/;expires=${e};`}deleteLocalStorage(t){window.localStorage.removeItem(t)}getChannel(t){var s;return((s=[{"name":"cross-network","test":(v) => new RegExp(".*cross-network.*", "i").test(v.utmCampaign)},{"name":"direct","test":(v) => v.utmSource === "" && v.utmMedium === ""},{"name":"paid-shopping","test":(v) => (new RegExp("^(?:Google|IGShopping|aax-us-east\.amazon-adsystem\.com|aax\.amazon-adsystem\.com|alibaba|alibaba\.com|amazon|amazon\.co\.uk|amazon\.com|apps\.shopify\.com|checkout\.shopify\.com|checkout\.stripe\.com|cr\.shopping\.naver\.com|cr2\.shopping\.naver\.com|ebay|ebay\.co\.uk|ebay\.com|ebay\.com\.au|ebay\.de|etsy|etsy\.com|m\.alibaba\.com|m\.shopping\.naver\.com|mercadolibre|mercadolibre\.com|mercadolibre\.com\.ar|mercadolibre\.com\.mx|message\.alibaba\.com|msearch\.shopping\.naver\.com|nl\.shopping\.net|no\.shopping\.net|offer\.alibaba\.com|one\.walmart\.com|order\.shopping\.yahoo\.co\.jp|partners\.shopify\.com|s3\.amazonaws\.com|se\.shopping\.net|shop\.app|shopify|shopify\.com|shopping\.naver\.com|shopping\.yahoo\.co\.jp|shopping\.yahoo\.com|shopzilla|shopzilla\.com|simplycodes\.com|store\.shopping\.yahoo\.co\.jp|stripe|stripe\.com|uk\.shopping\.net|walmart|walmart\.com)$", "i").test(v.utmSource) || new RegExp("^(.*(([^a-df-z]|^)shop|shopping).*)$", "i").test(v.utmCampaign)) && new RegExp("^(.*cp.*|ppc|retargeting|paid.*)$", "i").test(v.utmMedium)},{"name":"paid-search","test":(v) => new 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Episode 45 – Sampling – Scorebuilders Skip to content
Q&A Podcast
Take a deep dive into a variety of exam questions, gaining insight from seasoned Scorebuilders’ instructors as they help you understand and examine the why behind the correct answer. Ready to elevate your exam prep? Let’s go!
Innovate & Rehabilitate: The Entrepreneurial PT
Step into the entrepreneurial side of physical therapy as we explore innovative PT businesses and the inspiring journeys of their founders. Hear their stories, discover their strategies, and gain insights that could spark your own entrepreneurial path.
Episode 45 – Sampling
Scott Giles PT, DPT, MBA
Posted 02/04/2025
Watch the video version of this Q&A episode on YouTube - https://youtu.be/Al-YBtrMa18
A physical therapist participates in a research study examining the optimal frequency for performing a lower extremity strengthening exercise. The therapist is worried the results of the study may not be generalizable since non-probability sampling was used. Which of the following is considered a type of non-probability sampling?
1. Snowball sampling
Transcript
Welcome back to the Scorebuilders’ Question and Answer Podcast! This podcast provides members of the Scorebuilders’ team with the opportunity to explore challenging multiple-choice examination questions with students actively preparing for the licensing examination. My name is Scott Giles and I will be your host for today’s journey.
Ready? Let’s go!
A physical therapist participates in a research study examining the optimal frequency for performing a lower extremity strengthening exercise. The therapist is worried the results of the study may not be generalizable since non-probability sampling was used. Which of the following is considered a type of non-probability sampling?
1. Snowball sampling
Let’s review both Probability and Non-Probability Sampling.
Probability Sampling
Non-probability Sampling
The question offers several specific pieces of extraneous information. However, to answer the question correctly, a student only needs to identify the non-probability sampling method.
Let’s dig in!
Option 1 - Snowball sampling
Snowball sampling is used when the characteristic to be studied is rare and it would be extremely difficult and costly to identify individuals with this characteristic.
Option 2 - Simple random sampling
Simple random sampling is not the most statistically efficient method of sampling and may not result in a representative sample since it is the luck of the draw.
Option 3 - Systematic sampling
The greatest advantage associated with this sampling technique is its simplicity.
Option 4 - Cluster sampling
The sampling technique is less costly and more efficient than simple random sampling, especially when the population is spread across a wide geographic region.
Option 1 is a form of non-probability sampling while options 2, 3, and 4 are forms of probability sampling.
This fact certainly expedited the decision making process!
The correct answer is Option 1
Let’s explore the all student data:
System Classification
Content Outline Classification
Level Classification
Academic Focus Area PTEXAM: The Complete Study Guide.
Thanks for joining us on the Scorebuilders Q and A podcast! See you next week!
