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"+i.toUpperCase(),a.appendChild(d),s.length>1){const m=document.createElement("img");m.src=Y,m.width=12,m.height=12,m.style.height="12px",m.style.width="12px",a.appendChild(m);const g=document.createElement("div");g.className="preview-variant-menu";for(const v of t.variants.filter(y=>y.id!==t.currentVariant)){const y=document.createElement("div");y.className="preview-variant-menu--item";const b=document.createElement("div");b.className="menu-variant-label",b.style.backgroundColor=this.getVariantColor(v.label).bg,b.style.color=this.getVariantColor(v.label).text,b.style.flexShrink="0",b.innerText=v.label.toUpperCase(),y.appendChild(b);const q=document.createElement("span");q.innerText=v.title?v.title:"Untitled variant "+v.label.toUpperCase(),y.appendChild(q),y.addEventListener("click",()=>{this.pickVariant(v.id)}),g.appendChild(y)}l.appendChild(g),a.addEventListener("click",()=>{g.className!=="preview-variant-menu preview-variant-menu__visible"?g.classList.add("preview-variant-menu__visible"):g.classList.remove("preview-variant-menu__visible")}),document.addEventListener("click",v=>{v.target instanceof Element&&!a.contains(v.target)&&g.className==="preview-variant-menu preview-variant-menu__visible"&&g.classList.remove("preview-variant-menu__visible")})}else a.style.pointerEvents="none",h.style.margin="0";l.appendChild(a),r.appendChild(l);const f=document.createElement("div"),p=document.createElement("button");p.id="shoplift-exit-preview-button",p.innerText="Exit",f.appendChild(p),p.addEventListener("click",()=>{this.exitPreview()}),r.appendChild(f),document.body.appendChild(r),requestAnimationFrame(()=>{r.classList.add("visible")})}),this.ensureCartAttributesForExistingPriceTests(!0).catch(e=>{this.log("Error ensuring cart attributes for price test",e)})}pickVariant(t){var e,i,s,r;if(this.state.temporary.previewConfig){const n=this.state.temporary.previewConfig,o=new URL(window.location.toString());if(n.testTypeCategory===w.UrlRedirect){const l=(e=n.variants.find(a=>a.id===n.currentVariant))==null?void 0:e.redirectUrl;if(o.pathname===l){const a=(i=n.variants.find(h=>h.id===t))==null?void 0:i.redirectUrl;a&&(o.pathname=a)}}if(n.testTypeCategory===w.Template){const l=(s=n.variants.find(a=>a.id===n.currentVariant))==null?void 0:s.pathName;if(l&&o.pathname===l){const a=(r=n.variants.find(h=>h.id===t))==null?void 0:r.pathName;a&&a!==l&&(o.pathname=a)}}n.currentVariant=t,this.persistTemporaryState(),this.queueRedirect(o)}}exitPreview(){var e,i,s,r;const t=new URL(window.location.toString());if(((e=this.state.temporary.previewConfig)==null?void 0:e.testTypeCategory)===w.Template&&t.searchParams.delete("view"),((i=this.state.temporary.previewConfig)==null?void 0:i.testTypeCategory)===w.Script&&t.searchParams.delete("slVariant"),((s=this.state.temporary.previewConfig)==null?void 0:s.testTypeCategory)===w.UrlRedirect){const o=this.state.temporary.previewConfig.variants.filter(a=>a.label!=="a"&&a.redirectUrl!==null).map(a=>a.redirectUrl),l=(r=this.state.temporary.previewConfig.variants.find(a=>a.label==="a"))==null?void 0:r.redirectUrl;o.includes(t.pathname)&&l&&(t.pathname=l)}this.state.temporary.previewConfig=void 0,this.persistTemporaryState(),this.hidePage(),this.queueRedirect(t)}handleTemplatePreview(t){const e=t.currentVariant,i=t.variants.find(n=>n.id===e);if(!i)return!1;this.log("Setting up template preview for type",i.type);const s=new URL(window.location.toString()),r=s.searchParams.get("view");return this.typeFromTemplate()==i.type&&r!==i.affix&&i.affix&&(this.log("Template type matches current variant, redirecting"),s.searchParams.delete("view"),this.log("Setting the new viewParam"),this.hidePage(),s.searchParams.set("view",i.affix),this.queueRedirect(s)),r!==null&&r!==i.affix&&(s.searchParams.delete("view"),this.hidePage(),this.queueRedirect(s)),!0}handleUrlPreview(t){var n;const e=t.currentVariant,i=t.variants.find(o=>o.id===e),s=(n=t.variants.find(o=>o.isControl))==null?void 0:n.redirectUrl;if(!i)return!1;this.log("Setting up URL redirect preview");const r=new URL(window.location.toString());return r.pathname===s&&!i.isControl&&i.redirectUrl!==null&&(this.log("Url matches control, redirecting"),this.hidePage(),r.pathname=i.redirectUrl,this.queueRedirect(r)),!0}handleScriptPreview(t){const e=t.currentVariant,i=t.variants.find(n=>n.id===e);if(!i)return!1;this.log("Setting up script preview");const s=new URL(window.location.toString());return s.searchParams.get("slVariant")!==i.id&&(this.log("current id doesn't match the variant, redirecting"),s.searchParams.delete("slVariant"),this.log("Setting the new slVariantParam"),this.hidePage(),s.searchParams.set("slVariant",i.id),this.queueRedirect(s)),!0}async handlePricePreview(t){const e=t.currentVariant,i=t.variants.find(s=>s.id===e);return i?(this.log("Setting up price preview"),i.domSelectors&&i.domSelectors.length>0&&(E(document,{testId:t.testId,hypothesisId:i.id,selectors:i.domSelectors}),await this.ensureCartAttributesForExistingPriceTests(!0)),!0):!1}async finalize(){const t=await this.getCartState();t!==null&&this.queueCartUpdate(t),this.pruneStateAndSave(),await this.syncAllEvents()}setShoplift(){this.log("Setting up public API");const e=this.urlParams.get("slVariant")==="true",i=e?null:this.urlParams.get("slVariant");window.shoplift={isHypothesisActive:async s=>{if(this.log("Script checking variant for hypothesis '%s'",s),e)return this.log("Forcing variant for hypothesis '%s'",s),!0;if(i!==null)return this.log("Forcing hypothesis '%s'",i),s===i;const r=this.testConfigs.find(o=>o.hypotheses.some(l=>l.id===s));if(!r)return this.log("No test found for hypothesis '%s'",s),!1;const n=this.state.essential.visitorTests.find(o=>o.testId===r.id);return n?(this.log("Active visitor test found",s),n.hypothesisId===s):(await this.manuallySplitVisitor(r),this.testConfigs.some(o=>o.hypotheses.some(l=>l.id===s&&this.state.essential.visitorTests.some(a=>a.hypothesisId===l.id))))},setAnalyticsConsent:async s=>{await this.onConsentChange(s,!0)},getVisitorData:()=>({visitor:this.state.analytics.visitor,visitorTests:this.state.essential.visitorTests.filter(s=>!s.isInvalid).map(s=>{const{shouldSendToGa:r,...n}=s;return n})})}}setShopliftStub(){this.log("Setting up stubbed public API");const e=this.urlParams.get("slVariant")==="true",i=e?null:this.urlParams.get("slVariant");window.shoplift={isHypothesisActive:s=>Promise.resolve(e||s===i),setAnalyticsConsent:()=>Promise.resolve(),getVisitorData:()=>({visitor:null,visitorTests:[]})}}async manuallySplitVisitor(t){this.log("Starting manual split for test '%s'",t.id),await this.handleVisitorTest([t]),this.saveState(),this.syncAllEvents()}async handleVisitorTest(t){await this.filterTestsByAudience(this.testConfigs,this.state.analytics.visitor??this.buildBaseVisitor(),this.state.essential.visitorTests);let e=t?t.filter(i=>this.testsFilteredByAudience.some(s=>s.id===i.id)):[...this.testsForUrl(this.testsFilteredByAudience),...this.domTestsForUrl(this.testsFilteredByAudience)];try{if(e.length===0)return this.log("No tests found"),!1;this.log("Checking for existing visitor test on page");const i=this.getCurrentVisitorHypothesis(e);if(i){this.log("Found current visitor test");const o=this.considerRedirect(i);return o&&(this.log("Redirecting for current visitor test"),this.redirect(i)),o}this.log("No active test relation for test page");const s=this.testsForUrl(this.inactiveTestConfigs.filter(o=>this.testIsPaused(o)&&o.hypotheses.some(l=>this.state.essential.visitorTests.some(a=>a.hypothesisId===l.id)))).map(o=>o.id);if(s.length>0)return this.log("Visitor has paused tests for test page, skipping test assignment: %o",s),!1;if(this.hasThemeAndOtherTestTypes(this.testsFilteredByAudience)){this.log("Store has both theme and non-theme tests");const o=this.visitorActiveTestType();this.log("Current visitor test type is '%s'",o);let l;switch(o){case"templateOrUrlRedirect":this.log("Filtering to non-theme tests"),l=h=>h!=="theme";break;case"theme":this.log("Filtering to theme tests"),l=h=>h==="theme";break;case null:l=Math.random()>.5?(this.log("Filtering to theme tests"),h=>h==="theme"):(this.log("Filtering to non-theme tests"),h=>h!=="theme");break}const a=e.filter(h=>h.hypotheses.every(d=>!d.isControl||!l(d.type)));this.log(`Blocking visitor from being assigned to filtered test IDs: ["${a.map(h=>h.id).join('", "')}"]`),this.state.essential.visitorTests.push(...a.map(h=>({createdAt:new Date,testId:h.id,hypothesisId:null,isThemeTest:h.hypotheses.some(d=>d.type==="theme"),shouldSendToGa:!1,isSaved:!0,isInvalid:!0,themeId:void 0}))),e=e.filter(h=>h.hypotheses.some(d=>d.isControl&&l(d.type)))}if(e.length===0)return this.log("No tests found"),!1;const r=e[Math.floor(Math.random()*e.length)],n=this.pickHypothesis(r);if(n){this.log("Adding local visitor to test '%s', hypothesis '%s'",r.id,n.id),this.queueAddVisitorToTest(r.id,n);const o=this.considerRedirect(n);return o&&(this.log("Redirecting for new test"),this.redirect(n)),o}return this.log("No hypothesis found"),!1}finally{this.includeInDomTests(),this.saveState()}}includeInDomTests(){const t=this.getDomTestsForCurrentUrl(),e=this.getVisitorDomHypothesis(t);for(const i of t){this.log("Evaluating dom test '%s'",i.id);const r=e.find(n=>i.hypotheses.some(o=>n.id===o.id))??this.pickHypothesis(i);if(!r){this.log("Failed to pick hypothesis for test");continue}if(r.isControl){this.log("Control hypothesis - applying DOM selectors and watching for variant selectors");const n=i.hypotheses.filter(o=>o.id!==r.id).flatMap(o=>{var l;return((l=o.domSelectors)==null?void 0:l.map(a=>({...a,testId:i.id})))??[]});n.length>0&&H(document,{testId:i.id,hypothesisId:r.id,selectors:n},o=>{this.queueAddVisitorToTest(o,r),this.syncAllEvents()})}if(!r.domSelectors||r.domSelectors.length===0){this.log("No selectors found, skipping hypothesis");continue}this.log("Watching for selectors"),E(document,{testId:i.id,hypothesisId:r.id,selectors:r.domSelectors},n=>{this.queueAddVisitorToTest(n,r),this.syncAllEvents()})}}considerRedirect(t){if(this.log("Considering redirect for hypothesis '%s'",t.id),t.isControl)return this.log("Skipping redirect for control"),!1;if(t.type==="basicScript"||t.type==="manualScript")return this.log("Skipping redirect for script test"),!1;const e=this.state.essential.visitorTests.find(n=>n.hypothesisId===t.id),i=new URL(window.location.toString()),r=new URLSearchParams(window.location.search).get("view");if(t.type==="theme"){if(!(t.themeId===themeId)){if(this.log("Theme id '%s' is not hypothesis theme ID '%s'",t.themeId,themeId),e&&e.themeId!==t.themeId&&(e.themeId===themeId||!this.isThemePreview()))this.log("On old theme, redirecting and updating local visitor"),e.themeId=t.themeId;else if(this.isThemePreview())return this.log("On non-test theme, skipping redirect"),!1;return this.log("Hiding page to redirect for theme test"),this.hidePage(),!0}return!1}else if(t.type!=="dom"&&t.type!=="price"&&t.affix!==template.suffix&&t.affix!==r||t.redirectPath&&!i.pathname.endsWith(t.redirectPath))return this.log("Hiding page to redirect for template test"),this.hidePage(),!0;return this.log("Not redirecting"),!1}redirect(t){if(this.log("Redirecting to hypothesis '%s'",t.id),t.isControl)return;const e=new URL(window.location.toString());if(e.searchParams.delete("view"),t.redirectPath){const i=RegExp("^(/w{2}-w{2})/").exec(e.pathname);if(i&&i.length>1){const s=i[1];e.pathname=`${s}${t.redirectPath}`}else e.pathname=t.redirectPath}else t.type==="theme"?(e.searchParams.set("_ab","0"),e.searchParams.set("_fd","0"),e.searchParams.set("_sc","1"),e.searchParams.set("preview_theme_id",t.themeId.toString())):t.type!=="urlRedirect"&&e.searchParams.set("view",t.affix);this.queueRedirect(e)}async refreshVisitor(t){if(t===null||!this.state.essential.isFirstLoad||!this.testConfigs.some(i=>i.visitorOption!=="all"))return;this.log("Refreshing visitor"),this.hidePage();const e=await this.getVisitor(t);e&&e.id&&this.updateLocalVisitor(e)}buildBaseVisitor(){return{shopifyAnalyticsId:this.shopifyAnalyticsId,device:this.device,country:null,...this.state.essential.initialState}}getInitialState(){const t=this.getUTMValue("utm_source")??"",e=this.getUTMValue("utm_medium")??"",i=this.getUTMValue("utm_campaign")??"",s=this.getUTMValue("utm_content")??"",r=window.document.referrer,n=this.device;return{createdAt:new Date,utmSource:t,utmMedium:e,utmCampaign:i,utmContent:s,referrer:r,device:n}}checkForThemePreview(){var t,e;return this.log("Checking for theme preview"),window.location.hostname.endsWith(".shopifypreview.com")?(this.log("on shopify preview domain"),this.clearThemeBar(!0,!1,this.state),(t=document.querySelector("#sl-preview-bar-hide"))==null||t.remove(),!1):this.isThemePreview()?this.state.essential.visitorTests.some(i=>i.isThemeTest&&i.hypothesisId!=null&&this.getHypothesis(i.hypothesisId)&&i.themeId===themeId)?(this.log("On active theme test, removing theme bar"),this.clearThemeBar(!1,!0,this.state),!1):this.state.essential.visitorTests.some(i=>i.isThemeTest&&i.hypothesisId!=null&&!this.getHypothesis(i.hypothesisId)&&i.themeId===themeId)?(this.log("Visitor is on an inactive theme test, redirecting to main theme"),this.redirectToMainTheme(),!0):this.state.essential.isFirstLoad?(this.log("No visitor found on theme preview, redirecting to main theme"),this.redirectToMainTheme(),!0):this.inactiveTestConfigs.some(i=>i.hypotheses.some(s=>s.themeId===themeId))?(this.log("Current theme is an inactive theme test, redirecting to main theme"),this.redirectToMainTheme(),!0):this.testConfigs.some(i=>i.hypotheses.some(s=>s.themeId===themeId))?(this.log("Falling back to clearing theme bar"),this.clearThemeBar(!1,!0,this.state),!1):(this.log("No tests on current theme, skipping script"),this.clearThemeBar(!0,!1,this.state),(e=document.querySelector("#sl-preview-bar-hide"))==null||e.remove(),!0):(this.log("Not on theme preview"),this.clearThemeBar(!0,!1,this.state),!1)}redirectToMainTheme(){this.hidePage();const t=new URL(window.location.toString());t.searchParams.set("preview_theme_id",""),this.queueRedirect(t)}testsForUrl(t){const e=new URL(window.location.href),i=this.typeFromTemplate();return t.filter(s=>s.hypotheses.some(r=>r.type!=="dom"&&r.type!=="price"&&(r.isControl&&r.type===i&&r.affix===template.suffix||r.type==="theme"||r.isControl&&r.type==="urlRedirect"&&r.redirectPath&&e.pathname.endsWith(r.redirectPath)||r.type==="basicScript"))&&(s.ignoreTestViewParameterEnforcement||!e.searchParams.has("view")||s.hypotheses.map(r=>r.affix).includes(e.searchParams.get("view")??"")))}domTestsForUrl(t){const e=new URL(window.location.href);return t.filter(i=>i.hypotheses.some(s=>(s.type==="dom"||s.type==="price")&&s.domSelectors&&s.domSelectors.some(r=>new RegExp(F(r)).test(e.toString()))))}async filterTestsByAudience(t,e,i){const s=[];let r=e.country;!r&&t.some(n=>n.requiresCountry&&!i.some(o=>o.testId===n.id))&&(this.log("Hiding page to check geoip"),this.hidePage(),r=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){if(this.log("Checking audience for test '%s'",n.id),this.state.essential.visitorTests.some(a=>a.testId===n.id&&a.hypothesisId==null)){console.log(`Skipping blocked test '${n.id}'`);continue}const o=this.visitorCreatedDuringTestActive(n.statusHistory);(i.some(a=>a.testId===n.id&&(n.device==="all"||n.device===e.device&&n.device===this.device))||this.isTargetAudience(n,e,o,r))&&(this.log("Visitor is in audience for test '%s'",n.id),s.push(n))}this.testsFilteredByAudience=s}isTargetAudience(t,e,i,s){const r=this.getChannel(e);return(t.device==="all"||t.device===e.device&&t.device===this.device)&&(t.visitorOption==="all"||t.visitorOption==="new"&&i||t.visitorOption==="returning"&&!i)&&(t.targetAudiences.length===0||t.targetAudiences.reduce((n,o)=>n||o.reduce((l,a)=>l&&a(e,i,r,s),!0),!1))}visitorCreatedDuringTestActive(t){let e="";for(const i of t){if(this.state.analytics.visitor!==null&&this.state.analytics.visitor.createdAt<i.createdAt||this.state.essential.initialState.createdAt<i.createdAt)break;e=i.status}return e==="active"}getDomTestsForCurrentUrl(){return this.domTestsForUrl(this.testsFilteredByAudience)}getCurrentVisitorHypothesis(t){return t.flatMap(e=>e.hypotheses).find(e=>e.type!=="dom"&&e.type!=="price"&&this.state.essential.visitorTests.some(i=>i.hypothesisId===e.id))}getVisitorDomHypothesis(t){return t.flatMap(e=>e.hypotheses).filter(e=>(e.type==="dom"||e.type==="price")&&this.state.essential.visitorTests.some(i=>i.hypothesisId===e.id))}getHypothesis(t){return this.testConfigs.filter(e=>e.hypotheses.some(i=>i.id===t)).map(e=>e.hypotheses.find(i=>i.id===t))[0]}hasThemeTest(t){return t.some(e=>e.hypotheses.some(i=>i.type==="theme"))}hasTestThatIsNotThemeTest(t){return t.some(e=>e.hypotheses.some(i=>i.type!=="theme"&&i.type!=="dom"&&i.type!=="price"))}hasThemeAndOtherTestTypes(t){return this.hasThemeTest(t)&&this.hasTestThatIsNotThemeTest(t)}testIsPaused(t){return t.status==="paused"||t.status==="incompatible"||t.status==="suspended"}visitorActiveTestType(){const t=this.state.essential.visitorTests.filter(e=>this.testConfigs.some(i=>i.hypotheses.some(s=>s.id==e.hypothesisId)));return t.length===0?null:t.some(e=>e.isThemeTest)?"theme":"templateOrUrlRedirect"}pickHypothesis(t){let e=Math.random();const i=t.hypotheses.reduce((r,n)=>r+n.visitorCount,0);return t.hypotheses.sort((r,n)=>r.isControl?n.isControl?0:-1:n.isControl?1:0).reduce((r,n)=>{if(r!==null)return r;const l=t.hypotheses.reduce((a,h)=>a&&h.visitorCount>20,!0)?n.visitorCount/i-n.trafficPercentage:0;return e<=n.trafficPercentage-l?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(),this.disableReferrerOverride||(this.log(`Saving temporary referrer override '${document.referrer}'`),this.state.temporary.originalReferrer=document.referrer,this.persistTemporaryState()),window.setTimeout(()=>window.location.assign(t),0),window.setTimeout(()=>void this.syncAllEvents(),2e3)}async syncAllEvents(){const t=async()=>{if(this.isSyncing){window.setTimeout(()=>void(async()=>await t())(),500);return}try{this.isSyncing=!0,await this.syncEvents(),this.syncGAEvents()}finally{this.isSyncing=!1}};await t()}async syncEvents(){var i,s;if(!this.state.essential.consentApproved||!this.shopifyAnalyticsId||this.state.analytics.queue.length===0)return;const t=this.state.analytics.queue.length,e=this.state.analytics.queue.splice(0,t);this.log("Syncing %s events",t);try{const r={shop:this.shop,visitorDetails:{shopifyAnalyticsId:this.shopifyAnalyticsId,device:((i=this.state.analytics.visitor)==null?void 0:i.device)??this.device,country:((s=this.state.analytics.visitor)==null?void 0:s.country)??null,...this.state.essential.initialState},events:this.state.essential.visitorTests.filter(o=>!o.isInvalid&&!o.isSaved&&o.hypothesisId!=null).map(o=>new M(o.testId,o.hypothesisId,o.createdAt)).concat(e)};await this.sendEvents(r);const n=await this.getVisitor(this.shopifyAnalyticsId);n!==null&&this.updateLocalVisitor(n);for(const o of this.state.essential.visitorTests.filter(l=>!l.isInvalid&&!l.isSaved))o.isSaved=!0}catch{this.state.analytics.queue.splice(0,0,...e)}finally{this.saveState()}}syncGAEvents(){if(!this.gaConfig.sendEvents){if(R)return;R=!0,this.log("UseGtag is false — skipping GA Events");return}if(!this.state.essential.consentApproved){this.log("Consent not approved — skipping GA Events");return}if(this.isSyncingGA){this.log("Already syncing GA - skipping GA events");return}const t=this.state.essential.visitorTests.filter(e=>e.shouldSendToGa);if(t.length===0){this.log("No GA Events to sync");return}this.isSyncingGA=!0,this.log("Syncing %s GA Events",t.length),Promise.allSettled(t.map(e=>this.sendGAEvent(e))).then(()=>this.log("All gtag events sent")).finally(()=>this.isSyncingGA=!1)}sendGAEvent(t){return new Promise(e=>{this.log("Sending GA Event for test %s, hypothesis %s",t.testId,t.hypothesisId);const i=()=>{this.log("GA acknowledged event for hypothesis %s",t.hypothesisId),t.shouldSendToGa=!1,this.persistEssentialState(),e()},s={exp_variant_string:`SL-${t.testId}-${t.hypothesisId}`};this.shopliftDebug&&Object.assign(s,{debug_mode:!0});function r(n,o,l){window.dataLayer=window.dataLayer||[],window.dataLayer.push(arguments)}this.gaConfig.mode==="gtag"?r("event","experience_impression",{...s,event_callback:i}):(window.dataLayer=window.dataLayer||[],window.dataLayer.push({event:"experience_impression",...s,eventCallback:i}))})}updateLocalVisitor(t){let e;({visitorTests:e,...this.state.analytics.visitor}=t);for(const i of this.state.essential.visitorTests.filter(s=>!e.some(r=>r.testId===s.testId)))i.isSaved=!0,i.isInvalid=!0;for(const i of e){const s=this.state.essential.visitorTests.findIndex(n=>n.testId===i.testId);s!==-1?(i.isInvalid=!1,this.state.essential.visitorTests.splice(s,1,i)):this.state.essential.visitorTests.push(i)}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}/${t}`})}catch{return null}}async sendEvents(t){await this.makeRequest({method:"post",url:`${this.eventHost}/api/v0/events`,data:JSON.stringify(t)})}getUTMValue(t){const i=decodeURIComponent(window.location.search.substring(1)).split("&");for(let s=0;s<i.length;s++){const r=i[s].split("=");if(r[0]===t)return r[1]||null}return null}hidePage(t){this.log("Hiding page"),this.cssHideClass&&!window.document.documentElement.classList.contains(this.cssHideClass)&&(window.document.documentElement.classList.add(this.cssHideClass),t||setTimeout(this.removeAsyncHide(this.cssHideClass),2e3))}showPage(){this.cssHideClass&&this.removeAsyncHide(this.cssHideClass)()}getDeviceType(){function t(){let i=!1;return function(s){(/(android|bb\d+|meego).+mobile|avantgo|bada\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\/|plucker|pocket|psp|series(4|6)0|symbian|treo|up\.(browser|link)|vodafone|wap|windows ce|xda|xiino/i.test(s)||/1207|6310|6590|3gso|4thp|50[1-6]i|770s|802s|a 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(s.substr(0,4)))&&(i=!0)}(navigator.userAgent||navigator.vendor),i}function e(){let i=!1;return function(s){(/android|ipad|playbook|silk/i.test(s)||/1207|6310|6590|3gso|4thp|50[1-6]i|770s|802s|a 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(s.substr(0,4)))&&(i=!0)}(navigator.userAgent||navigator.vendor),i}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:`${window.location.origin}/cart.js`});return t===null||(t.note===null&&(t=await this.makeJsonRequest({method:"post",url:`${window.location.origin}/cart/update.js`,data:JSON.stringify({note:""})})),t==null)?null:{token:t.token,total_price:t.total_price,total_discount:t.total_discount,currency:t.currency,items_subtotal_price:t.items_subtotal_price,items:t.items.map(e=>({quantity:e.quantity,variant_id:e.variant_id,key:e.key,price:e.price,final_line_price:e.final_line_price,sku:e.sku,product_id:e.product_id}))}}catch(t){return this.log("Error sending cart info",t),null}}async ensureCartAttributesForExistingPriceTests(t){var e;try{if(this.log("Checking visitor assignments for active price tests"),t&&this.state.temporary.previewConfig){const i=this.state.temporary.previewConfig;this.log("Using preview config for merchant:",i.testId);let s="variant";if(i.variants&&i.variants.length>0){const r=i.variants.find(n=>n.id===i.currentVariant);r&&r.isControl&&(s="control")}this.log("Merchant preview - updating hidden inputs:",i.testId,s),this.updatePriceTestHiddenInputs(i.testId,s,!0);return}for(const i of this.state.essential.visitorTests){const s=this.testConfigs.find(n=>n.id===i.testId);if(!s){this.log("Test config not found:",i.testId);continue}const r=s.hypotheses.find(n=>n.id===i.hypothesisId);if(!r||r.type!=="price"){this.log("Skipping non-price hypothesis:",i.hypothesisId);continue}this.log("Found potential price test, validating with server:",i.testId);try{const n=await this.makeJsonRequest({method:"get",url:`${this.eventHost}/api/v0/visitors/price-test/${i.testId}/${(e=this.state.analytics.visitor)==null?void 0:e.id}`});if(!n){this.log("Failed to validate price test with server:",i.testId);continue}if(!n.isActive||!n.isPriceTest||!n.visitorAssigned){this.log("Price test validation failed - Active:",n.isActive,"PriceTest:",n.isPriceTest,"Assigned:",n.visitorAssigned);continue}this.log("Price test validated successfully, updating hidden inputs:",i.testId,n.assignment),this.updatePriceTestHiddenInputs(i.testId,n.assignment,t)}catch(n){this.log("Error validating price test with server:",i.testId,n);const o=r.isControl?"control":"variant";this.updatePriceTestHiddenInputs(i.testId,o,t)}}}catch(i){this.log("Error ensuring cart attributes for existing price tests:",i)}}updatePriceTestHiddenInputs(t,e,i){try{const s=`${t}:${e}:${i?"t":"f"}`,r=h=>{const d=h.getAttribute("data-sl-pid");if(!d)return!0;if(i&&this.state.temporary.previewConfig){const p=this.state.temporary.previewConfig,m=e==="control"?"a":"b",g=p.variants.find(v=>v.label===m);if(!g)return!1;for(const v of g.domSelectors||[]){const y=v.cssSelector.match(/data-sl-attribute-(?:p|cap)="(\d+)"/);if(y){const b=y[1];if(this.log(`Extracted ID from selector: ${b}, comparing to: ${d}`),b===d)return this.log("Product ID match found in preview config:",d,"variant:",g.label),!0}else this.log(`Could not extract ID from selector: ${v.cssSelector}`)}return this.log("No product ID match in preview config for:",d,"variant:",m),!1}const f=this.testConfigs.find(p=>p.id===t);if(!f)return this.log("Test config not found for testId:",t),!1;for(const p of f.hypotheses||[])for(const m of p.domSelectors||[]){const g=m.cssSelector.match(/data-sl-attribute-(?:p|cap)="(\d+)"/);if(g&&g[1]===d)return this.log("Product ID match found:",d,"for test:",t),!0}return this.log("No product ID match for:",d,"in test:",t),!1},n=new MutationObserver(h=>{h.forEach(d=>{d.addedNodes.forEach(f=>{if(f.nodeType===Node.ELEMENT_NODE){const p=f;o(p);const m=p.matches('input[name="properties[_slpt]"]')?[p]:p.querySelectorAll('input[name="properties[_slpt]"]');m.length>0&&this.log(`MutationObserver found ${m.length} new hidden input(s)`),m.forEach(g=>{const v=g.getAttribute("data-sl-pid");this.log(`MutationObserver checking new input with data-sl-pid="${v}"`),r(g)?g.value!==s&&(g.value=s,this.log("Updated newly added hidden input:",s)):(g.remove(),this.log("Removed newly added non-matching hidden input for product ID:",g.getAttribute("data-sl-pid")))})}})})}),o=h=>{h.tagName==="SHOPIFY-PAYMENT-TERMS"&&(this.log("MutationObserver found new shopify-payment-terms element"),this.updateShopifyPaymentTerms(t,e));const d=h.querySelectorAll("shopify-payment-terms");d.length>0&&(this.log(`MutationObserver found ${d.length} shopify-payment-terms in added node`),this.updateShopifyPaymentTerms(t,e)),h.tagName==="AFTERPAY-PLACEMENT"&&(this.log("MutationObserver found new afterpay-placement element"),this.updateAfterpayPlacements(t,e,"afterpay"));const f=h.querySelectorAll("afterpay-placement");f.length>0&&(this.log(`MutationObserver found ${f.length} afterpay-placement in added node`),this.updateAfterpayPlacements(t,e,"afterpay")),h.tagName==="SQUARE-PLACEMENT"&&(this.log("MutationObserver found new square-placement element"),this.updateAfterpayPlacements(t,e,"square"));const p=h.querySelectorAll("square-placement");p.length>0&&(this.log(`MutationObserver found ${p.length} square-placement in added node`),this.updateAfterpayPlacements(t,e,"square")),h.tagName==="KLARNA-PLACEMENT"&&(this.log("MutationObserver found new klarna-placement element"),this.updateKlarnaPlacements(t,e));const m=h.querySelectorAll("klarna-placement");m.length>0&&(this.log(`MutationObserver found ${m.length} klarna-placement in added node`),this.updateKlarnaPlacements(t,e))},l=()=>{const h=document.querySelectorAll('input[name="properties[_slpt]"]');this.log(`Found ${h.length} existing hidden inputs to check`),h.forEach(d=>{const f=d.getAttribute("data-sl-pid");this.log(`Checking existing input with data-sl-pid="${f}"`),r(d)?(d.value=s,this.log("Updated existing hidden input:",s)):(d.remove(),this.log("Removed non-matching hidden input for product ID:",d.getAttribute("data-sl-pid")))})},a=()=>{document.body?(n.observe(document.body,{childList:!0,subtree:!0}),this.log("Started MutationObserver on document.body"),l(),o(document.body)):document.readyState==="loading"?document.addEventListener("DOMContentLoaded",()=>{document.body&&(n.observe(document.body,{childList:!0,subtree:!0}),this.log("Started MutationObserver after DOMContentLoaded"),l())}):(this.log("Set timeout on observer"),setTimeout(a,10))};a(),window.__shopliftPriceTestObserver=n,window.__shopliftPriceTestValue=s,this.log("Set up DOM observer for price test hidden inputs")}catch(s){this.log("Error updating price test hidden inputs:",s)}}updateKlarnaPlacements(t,e){this.updatePlacementElements(t,e,"klarna-placement",(i,s)=>{i.setAttribute("data-purchase-amount",s.toString())})}updateAfterpayPlacements(t,e,i="afterpay"){const s=i==="square"?"square-placement":"afterpay-placement";this.updatePlacementElements(t,e,s,(r,n)=>{r.setAttribute("data-amount",n.toString())})}updatePlacementElements(t,e,i,s){const r=document.querySelectorAll(i);if(r.length===0)return;let n;if(this.state.temporary.isMerchant&&this.state.temporary.previewConfig){const l=e==="control"?"a":"b",a=this.state.temporary.previewConfig.variants.find(h=>h.label===l);if(!(a!=null&&a.domSelectors)){this.log(`No variant found for label ${l} in preview config for ${i}`);return}n=a.domSelectors,this.log(`Using preview config for ${i} in merchant mode, variant: ${l}`)}else{const l=this.testConfigs.find(h=>h.id===t);if(!l)return;const a=l.hypotheses.find(h=>e==="control"?h.isControl:!h.isControl);if(!(a!=null&&a.domSelectors))return;n=a.domSelectors}const o=/data-sl-attribute-p=["'](\d+)["']/;r.forEach(l=>{let a=null;const h=l.parentElement;if(h&&(a=h.querySelector('input[name="properties[_slpt]"]')),a||(a=l.querySelector('input[name="properties[_slpt]"]')),!a){this.log(`No hidden input found for ${i} element`);return}const d=a.getAttribute("data-sl-pid");if(!d)return;const f=n.find(v=>{const y=v.cssSelector.match(o);return y&&y[1]===d});if(!f)return;const p=f.actions.find(v=>v.scope==="price");if(!(p!=null&&p.value))return;const m=parseFloat(p.value.replace(/[^0-9.]/g,""));if(Number.isNaN(m)){this.log(`Invalid price "${p.value}" for product ${d}`);return}const g=Math.round(m*100);s(l,g),this.log(`Updated ${i} data-amount to: ${g} for product: ${d}`)})}updateShopifyPaymentTerms(t,e){const i=document.querySelectorAll("shopify-payment-terms");if(i.length===0)return;this.log("Store using shopify payments");let s;if(this.state.temporary.isMerchant&&this.state.temporary.previewConfig){const r=e==="control"?"a":"b",n=this.state.temporary.previewConfig.variants.find(o=>o.label===r);if(!n||!n.domSelectors){this.log(`No variant found for label ${r} in preview config`);return}s=n.domSelectors,this.log(`Using preview config for shopify-payment-terms in merchant mode, variant: ${r}`)}else{const r=this.testConfigs.find(o=>o.id===t);if(!r)return;const n=r.hypotheses.find(o=>e==="control"?o.isControl===!0:o.isControl===!1);if(!n||!n.domSelectors)return;s=n.domSelectors}i.forEach(r=>{const n=r.getAttribute("variant-id");if(!n)return;const o=s.find(l=>{const a=l.cssSelector.match(/data-sl-attribute-p=["'](\d+)["']/);return a&&a[1]===n});if(o){const l=o.actions.find(a=>a.scope==="price");if(l&&l.value){const a=r.getAttribute("shopify-meta");if(a)try{const h=JSON.parse(a);if(h.variants&&Array.isArray(h.variants)){const d=h.variants.find(f=>{var p;return((p=f.id)==null?void 0:p.toString())===n});if(d){d.full_price=l.value;const f=parseFloat(l.value.replace(/[^0-9.]/g,""));if(d.number_of_payment_terms&&d.number_of_payment_terms>1){const p=f/d.number_of_payment_terms;d.price_per_term=`$${p.toFixed(2)}`}r.setAttribute("shopify-meta",JSON.stringify(h))}}}catch(h){this.log("Error parsing/updating shoplift-meta:",h)}}}})}async makeJsonRequest(t){const e=await this.makeRequest(t);return e===null?null:JSON.parse(await e.text(),k)}async makeRequest(t){const{url:e,method:i,headers:s,data:r,signal:n}=t,o=new Headers;if(s)for(const a in s)o.append(a,s[a]);(!s||!s.Accept)&&o.append("Accept","application/json"),(!s||!s["Content-Type"])&&o.append("Content-Type","application/json"),(this.eventHost.includes("ngrok.io")||this.eventHost.includes("ngrok-free.app"))&&o.append("ngrok-skip-browser-warning","1234");const l=await this.fetch(e,{method:i,headers:o,body:r,signal:n});if(!l.ok){if(l.status===204)return null;if(l.status===422){const a=await l.json();if(typeof a<"u"&&a.isBot)throw new P}throw new Error(`Error sending shoplift request ${l.status}`)}return l}queueAddVisitorToTest(t,e){if(!this.state.essential.visitorTests.some(i=>i.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}),e.type==="price")){const i=e.isControl?"control":"variant";this.log("Price test assignment detected, updating cart attributes:",t,i),this.updatePriceTestHiddenInputs(t,i,!1)}}queueCartUpdate(t){this.queueEvent(new O(t))}queuePageView(t){this.queueEvent(new N(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,k)}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),temporary:this.loadTemporaryState()},i=this.legacyGetLocalStorageVisitor(),s=this.legacyGetCookieVisitor(),r=[i,s].filter(n=>n!==null).sort((n,o)=>+o.storedAt-+n.storedAt)[0];return e.analytics.visitor===null&&r&&({visitorTests:e.essential.visitorTests,...e.analytics.visitor}=r,e.essential.isFirstLoad=!1,e.essential.initialState={createdAt:r.createdAt,referrer:r.referrer,utmCampaign:r.utmCampaign,utmContent:r.utmContent,utmMedium:r.utmMedium,utmSource:r.utmSource,device:r.device},this.deleteCookie("SHOPLIFT"),this.deleteLocalStorage(this.legacySessionKey)),!e.essential.consentApproved&&e.essential.hasConsentInteraction&&this.deleteLocalStorage(this.analyticsSessionKey),e}loadEssentialState(t){var o;const e=this.loadLocalStorage(this.essentialSessionKey),i=this.loadCookie(this.essentialSessionKey),s=this.getInitialState();(o=t.visitor)!=null&&o.device&&(s.device=t.visitor.device);const r={timestamp:new Date,consentApproved:!1,hasConsentInteraction:!1,debugMode:!1,initialState:s,visitorTests:[],isFirstLoad:!0},n=[e,i].filter(l=>l!==null).sort((l,a)=>+a.timestamp-+l.timestamp)[0]??r;return 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Leveraging PT Technology for Improved Independence – HomeCEU
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Leveraging PT Technology for Improved Independence
Technology in physical therapy makes rehab more convenient.
From telehealth platforms to wearable devices and advanced rehabilitation systems, physical therapists have more technological resources than ever to empower their patients. This article explores how PT technology can be integrated into clinical practice to help patients regain and maintain independence, highlighting tools, strategies, and practical tips for implementation.
The role of technology in physical therapy
Technology in physical therapy makes rehab more convenient. It also provides patients with tools to actively participate in their rehabilitation, track progress, and perform exercises safely and effectively. Likewise, for PTs, these tools offer data-driven insights, improve efficiency, and boost patient outcomes.
Benefits of PT technology
Increased accessibility: Telehealth and mobile apps allow patients to access therapy remotely, removing barriers like transportation or scheduling conflicts.
Better engagement: Interactive tools like virtual reality and gamified apps can make therapy more enjoyable, encouraging program adherence.
Data-driven insights: Wearables and motion tracking systems provide real-time data to monitor progress and adjust treatment plans.
Improved independence: Technology empowers patients to take control of their rehabilitation, promoting self-management skills that lead to long-term success.
There are several great types of technology that are changing physical therapy for the better, including:
Telehealth platforms
Telehealth has revolutionized how PTs can deliver their services, especially for patients in rural or underserved areas. These platforms allow therapists to provide consultations, supervise exercises, adjust treatment plans, and monitor progress remotely.
Benefits of telehealth:
Convenience: Patients can attend sessions from the comfort of their homes.
Improved access: Ideal for patients with mobility challenges or limited transportation options.
Flexible care delivery: PTs can provide real-time feedback during exercises or offer guidance through recorded videos.
How to implement telehealth:
Choose HIPAA-compliant platforms to ensure patient privacy.
Use video conferencing tools with screen-sharing capabilities for exercise demonstrations.
Provide patients with clear instructions and follow-up resources to support remote care.
Wearable devices
Wearable technology, such as fitness trackers, smartwatches, and motion sensors, has become a staple in physical therapy. These devices track movement, heart rate, and other metrics, offering valuable data for both patients and therapists.
Examples of wearable devices:
Pedometers and fitness trackers: Track daily steps and physical activity levels.
Motion sensors: Assess range of motion and joint function during exercises.
Smart insoles: Measure gait patterns and weight distribution to support balance and mobility training.
Benefits for patients:
Real-time feedback motivates patients to stay active and complete prescribed exercises.
Increased awareness of progress builds accountability and independence.
Virtual reality (VR) and augmented reality (AR)
VR and AR technologies create immersive environments that can boost patient engagement and offer unique rehab opportunities.
Applications in physical therapy:
Balance training: VR systems simulate different environments to help patients practice balance in a controlled setting.
Gait rehabilitation: AR overlays guide patients through walking patterns, correcting posture and movement.
Pain management: VR can distract patients from chronic pain during therapy sessions.
Tips for integration:
Start with user-friendly systems that require minimal setup.
Use VR for patients with balance issues, cognitive impairments, or chronic pain to improve motivation and outcomes.
Ensure patient safety by monitoring closely during VR sessions and educating the patient properly.
Robotics and assistive devices
Robotic systems and assistive devices are powerful (although often pricey) tools for patients with limited mobility. They provide support during exercises and functional tasks.
Common uses:
Exoskeletons: Help patients with spinal cord injuries or neurological disorders regain the ability to walk.
Rehabilitation robots : Provide guided assistance for upper and lower limb exercises.
Smart wheelchairs: Improve mobility and independence for individuals with severe disabilities.
Benefits for independence:
Assistive technology enables patients to perform activities of daily living (ADLs) more easily.
Robots and exoskeletons allow patients to safely practice movements, building strength and confidence, although these tools are generally expensive.
Strategies for PTs to leverage technology
There are several strategies physical therapists can employ to leverage technology with the goal of improving patient independence:
1. Tailor technology to patient needs. Not every technology will suit every patient. Consider individual goals, abilities, and preferences when selecting tools.
2. Combine technology with traditional therapy. PT technology should complement, not replace, traditional therapy methods. By integrating technology into standard practices, PTs can create a more holistic treatment approach.
Use wearable devices to monitor progress during in-person sessions.
Incorporate VR exercises into a broader therapy program for balance and mobility.
Use telehealth to supplement in-clinic care with remote follow-ups
3. Educate patients on self-management. Technology empowers patients to take charge of their rehabilitation. Physical therapists should teach patients how to use these tools effectively and properly to promote independence.
Explain the purpose of the technology and how it supports recovery goals.
Encourage patients to track their progress and share data during follow-ups.
Provide guidance on troubleshooting common issues to reduce frustration and improve program adherence.
4. Leverage data for personalized care. Many technologies collect valuable data that can help make treatment decisions and adjustments.
Monitor activity levels and adherence to home exercise programs.
Analyze gait patterns, range of motion, or strength metrics to track progress.
Identify areas needing improvement and adjust treatment plans accordingly.
Overcoming challenges in implementing PT technology
Although technology provides a lot of benefits, there are potential drawbacks in a physical therapy setting, which can be overcome.
Cost barriers
While advanced technologies like robotics and VR systems can be expensive, many affordable options exist like free apps or low-cost wearables. PTs should explore a range of tools to find solutions that fit their practice and patient budgets.
Ensuring accessibility
Some patients may struggle with technology due to age, cognitive impairments, or lack of access to devices. PTs can:
Simplify tools and provide step-by-step guidance.
Offer loaner devices for patients who cannot afford their own.
Adapt therapy plans to include low-tech options when needed.
Staying up to date
Technology evolves rapidly, and keeping up with the latest tools can feel overwhelming. PTs can:
Attend workshops or continuing education courses on emerging technologies.
Subscribe to industry publications for updates on innovations.
Network with peers to share experiences and recommendations.
Measuring the impact of PT technology
PTs should track outcomes and patient feedback to evaluate the effectiveness of technology in improving patient independence.
Metrics to monitor:
Functional improvements: Assess changes in mobility, strength, and ADLs.
Patient adherence: Monitor the frequency and consistency of technology use.
Satisfaction and engagement: Collect feedback on how the technology has impacted the patient’s therapy experience.
Using feedback to refine practice:
Identify tools that bring the best results for specific patient populations.
Adjust protocols based on patient preferences and challenges.
Share success stories with patients to encourage adoption and trust in technology.
Conclusion
The integration of technology in physical therapy offers a lot of potential for improving patient independence and enhancing outcomes. From telehealth platforms and wearables to VR and robotics, PTs have access to many different tools that can empower patients to take charge of their rehabilitation.
By tailoring technology to individual needs, combining it with traditional methods, and educating patients on self-management, therapists can maximize the benefits of these technologies. With the right approach, PT technology can bridge gaps in care, encourage engagement, and ultimately help patients achieve their goals of living more independent, fulfilling lives.
This article was written by Eric Richter