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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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Advancements in PT Technology – HomeCEU
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Advancements in PT Technology
As PTs strive to optimize treatment plans and improve patient engagement, staying up to date with new tools is a must.
Technology continues to revolutionize physical therapy, offering powerful solutions that boost patient outcomes, improve efficiency, and expand accessibility. From wearable sensors and AI-driven diagnostics to robotic-assisted therapy and virtual reality rehabilitation, advancements in PT technology are reshaping the way therapists deliver care.
As PTs strive to optimize treatment plans and improve patient engagement, staying up to date with new tools is a must. These technologies assist in patient evaluation and therapy and empower individuals to take an active role in their recovery. This article explores the latest advancements in PT technology, their benefits, challenges, and best practices for effective integration into clinical practice.
The role of technology in modern physical therapy
Physical therapy has traditionally relied on manual techniques, therapeutic exercises, and patient education to restore movement and function. However, technological advancements are making PT more precise, engaging, and accessible.
The integration of data-driven tools allows PTs to track progress more accurately and tailor treatments based on more objective findings rather than subjective observations.
Key benefits of advancements in PT technology
Better treatment accuracy. AI and motion-tracking tools help therapists assess movement patterns with greater precision.
Improved patient engagement Gamification, interactive platforms, and virtual reality make therapy more enjoyable.
Remote monitoring capabilities Wearables and telehealth expand patient access to care.
Data-driven decision making. Advanced analytics help PTs refine treatment plans based on real-time progress tracking.
Personalized rehabilitation. AI-driven algorithms can help tailor interventions to the specific needs of each patient.
Key technological advancements in physical therapy
There are a few >big players when it comes to technology and PT, with each expected to grow continuously.
Wearable technology
Wearable devices provide real-time data on movement, muscle activation, and overall physical performance. These tools allow PTs to monitor progress remotely and make sure their patients adhere to prescribed exercises, bridging the gap between clinic visits and at-home rehabilitation.
Applications of wearable devices in PT
Activity trackers (e.g., Fitbit, Apple Watch) Monitor daily steps, heart rate, and exercise levels.
Motion sensors (e.g., DorsaVi, Perception Neuron) Analyze gait and posture for biomechanical assessments.
Smart insoles (e.g., Orpyx, Plantiga) Measure weight distribution and balance, helping with fall prevention and postural corrections.
Wearables are especially beneficial for post-operative rehabilitation, neurological disorders, and chronic pain management. These allow PTs to make data-informed adjustments to treatment plans.
Artificial intelligence (AI) and machine learning
AI-driven solutions are transforming PT. They offer predictive analytics and automated assessments. In addition, machine learning algorithms can detect movement abnormalities, recommend personalized interventions, and forecast recovery timelines.
AI in physical therapy
Automated movement analysis (e.g., Kaia Health, Sword Health) AI-based platforms analyze a patient’s motion and provide real-time feedback.
Virtual PT assistants (e.g., Chatbots, AI-powered coaches) Assist with exercise reminders and patient education.
Predictive recovery models AI predicts rehabilitation timelines and suggests optimized treatment strategies based on patient progress.
These advancements in PT technology improve the accuracy interventions while reducing the burden on therapists, allowing them to focus more on personalized care.
Robotic-assisted therapy
Robotic systems have been a game-changer for PT, especially for patients recovering from stroke, spinal cord injuries, or orthopedic surgeries. These devices provide controlled movement assistance, allowing for precise rehabilitation exercises that improve motor learning and functional recovery.
Common applications
Exoskeletons (e.g., Ekso Bionics, ReWalk). Assist patients in regaining mobility after paralysis or severe musculoskeletal injuries.
Robotic treadmills (e.g., Lokomat) Helps in gait retraining by adjusting speed and resistance dynamically.
Upper limb therapy devices (e.g., Myomo, ArmeoSpring) Support arm and hand rehabilitation for patients with neurological impairments.
Robotic-assisted therapy can help patients regain independence faster by delivering repetitive, high-intensity movement training.
Virtual reality (VR) and augmented reality (AR)
VR and AR have emerged as powerful tools in PT They create immersive environments that engage patients while facilitating motor rehabilitation.
Benefits of VR and AR in PT
Balance and gait training Patients can practice real-life movements in a safe virtual environment.
Pain distraction VR reduces pain perception by immersing patients in calming virtual worlds.
Neurological rehabilitation Stroke and traumatic brain injury patients can benefit from VR-based movement retraining.
Benefits of PT technology for patients and clinicians
There are several benefits that advancements in PT technology offer to both therapists and their patients:
Personalized rehabilitation programs. AI, wearables, and telehealth allow PTs to easily customize treatment plans to each patient’s needs. This customization makes sure that exercises align with progress levels and rehabilitation goals.
Increased accessibility to care. Telehealth, mobile apps, and remote monitoring tools expand PT access for individuals with mobility issues or for those living in remote areas. Virtual consultations and guided home exercise programs break down geographical barriers.
Improved motivation and engagement. Patients are more likely to adhere to treatment when therapy is interactive and engaging. Gamified rehabilitation programs, wearable feedback, and VR simulations keep patients motivated throughout their recovery.
Overcoming challenges in PT technology integration
While advancing technology is exciting news, there are potential challenges:
Cost and implementation barriers. Adopting new technologies can be costly, particularly for small clinics.
Seek grants and funding opportunities for tech adoption.
Start with affordable solutions like mobile apps before investing in high-end robotics.
Utilize hybrid models that integrate traditional therapy with tech-based tools.
Training and adaptation. Therapists and patients may require training to use advanced technologies effectively.
Provide ongoing professional development for PTs.
Choose user-friendly platforms that integrate seamlessly into existing workflows.
Offer patient education on how to use technology at home.
Ensuring patient compliance. Not all patients are comfortable using digital tools, which may impact adherence.
Simplify instructions and provide technical support.
Track engagement through automated reminders and feedback loops.
Integrate tech gradually, allowing patients to become comfortable over time.
Best practices for implementing PT technology
There are several things PTs should consider when using technology in their treatment plans..
Choose the right technology. Select tools that align with patient needs, clinic goals, and budget constraints.
Integrate technology gradually. Start small, assess effectiveness, and expand technology use based on patient feedback and clinical outcomes.
Provide training for staff and patients. Make sure both PTs and patients can use new technologies confidently to maximize their benefits.
Monitor outcomes and adjust accordingly. Use data analytics to track patient progress and refine treatment strategies as needed.
Leveraging technology for long-term PT advancements
Physical therapy is an always-evolving field just like technology is. Leveraging advancements in PT technology can help push the field even further through:
Telehealth and remote care. Continued adoption of telehealth will allow PTs to provide virtual consultations, home exercise supervision, and digital rehabilitation programs.
Augmented and virtual reality (AR/VR). AR and VR will continue to improve patient engagement, motor learning, and functional recovery outcomes.
3D printing for customized orthotics. The use of 3D-printed orthotics and prosthetics will improve patient comfort while reducing costs.
Conclusion
The rapid advancement in PT technology is transforming patient care, making rehabilitation more precise, engaging, and accessible. By embracing these innovations and implementing them strategically, PTs can provide .cutting-edge. care while empowering patients on their path to recovery.
The future of PT lies in a balanced integration of hands-on expertise and technological support, providing optimal treatment outcomes for all patients.
This article was written by Eric Richter