From fea3bbd9f37c1fa39f2bc1fc7c161ee91088aef1 Mon Sep 17 00:00:00 2001 From: lucasandrioli Date: Thu, 17 Apr 2025 01:20:17 -0300 Subject: [PATCH 001/124] oi --- package-lock.json | 289 +++++++++++++++++--------------- package.json | 2 +- public/images/mockup.png | Bin 0 -> 383549 bytes src/app/agentConfigs/index.ts | 3 + src/app/agentConfigs/marlene.ts | 15 ++ src/app/simple/page.tsx | 228 +++++++++++++++++++++++++ 6 files changed, 400 insertions(+), 137 deletions(-) create mode 100644 public/images/mockup.png create mode 100644 src/app/agentConfigs/marlene.ts create mode 100644 src/app/simple/page.tsx diff --git a/package-lock.json b/package-lock.json index 58237105..4a166e92 100644 --- a/package-lock.json +++ b/package-lock.json @@ -8,7 +8,7 @@ "name": "realtime-examples", "version": "0.1.0", "dependencies": { - "next": "15.1.4", + "next": "^15.3.0", "openai": "^4.77.3", "react": "^19.0.0", "react-dom": "^19.0.0", @@ -41,9 +41,9 @@ } }, "node_modules/@emnapi/runtime": { - "version": 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z;Ti&#FMD0V%BmJVZ<%RE81{v2u9(N~n*<>Oyp#gFD0c963cN@JdV{z}!#l9wA1wk9 zeIGu2=NBO#)ob^Ge z1cjZZarhfAKcAaA?JBeeTLEVYJ6-{8|w)%(Luv= zGY5)Urc47|_R##YjpBgv8g#~{v8=B5%4)va_U3>#=;ydJx>y$)VpwO(Y4lSMb(6L3 zvbwD0Ya%*#gY|Gd(n@F5MDM4wTG@N1uC;c z5=og=6iv>X2uRbqBVz0fAs5uq(x$NaJIRwG??FkimpmhRUza&7_#T{^B{fNs#F7o& zOY)p_8Idx%f3l&IJTsA~$wvOKYB!~HAz%*%7KCeKImQ2d`RN!|wOx>qIzO*?sxlH@T-aaSkb z1D9Cg`*6{~lebNZz2q&E59*jaH*J($dy*u1eNxP|kqpAMd&(Yx3MAPfLouB>75M-Bb7@;onjUE3*r^hlDYAsc2%a!HE4b0}E`lILfSJD(S=bg1O(3VFK1K9u&S zHD3#@=b`nOlZ2dgkG^&C+$B#|UkbeFeKI=u46$ zdD}#NztfVJBo9aqy^ti&PaiCMLa([]); + const pcRef = useRef(null); + const dcRef = useRef(null); + const audioRef = useRef(null); + + useEffect(() => { + startConnection(); + return () => stopConnection(); + }, []); + + const startConnection = async () => { + try { + const key = process.env.NEXT_PUBLIC_OPENAI_API_KEY!; + if (!audioRef.current) audioRef.current = document.createElement("audio"); + audioRef.current.autoplay = true; + + const { pc, dc } = await createRealtimeConnection(key, audioRef); + pcRef.current = pc; + dcRef.current = dc; + + dc.onopen = () => { + setConnected(true); + dc.send( + JSON.stringify({ + type: "session.update", + session: { instructions: "Oi Lucas, tudo bom?" }, + }) + ); + dc.send(JSON.stringify({ type: "response.create" })); + }; + + dc.onmessage = () => { + triggerBubble(); + }; + } catch (err) { + console.error("Erro ao conectar:", err); + } + }; + + const stopConnection = () => { + if (dcRef.current?.readyState === "open") { + try { + dcRef.current.send(JSON.stringify({ type: "stop" })); + } catch {} + } + dcRef.current?.close(); + pcRef.current?.close(); + setConnected(false); + }; + + const triggerBubble = () => { + const id = uuidv4(); + const left = 10 + Math.random() * 80; // posição aleatória em % + setBubbles((prev) => [...prev, { id, left }]); + setTimeout(() => { + setBubbles((prev) => prev.filter((b) => b.id !== id)); + }, 3000); + }; + + return ( +
    + {/* Moldura real do aparelho */} +
    + {/* Área interna da “tela” */} +
    + {/* Header simulado */} +
    +
    + 20:05 +
    + + + + + + + +
    +
    +
    + + + + + + + formalização.com.br +
    +
    1
    +
    ⋮
    +
    +
    +
    + + {/* Bolhas de reação */} + {bubbles.map((b) => ( +
    + ))} + + {/* Luz fluida no bottom com blur */} +
    + + {/* Botão PTT */} + +
    +
    + + +
    + ); +} \ No newline at end of file From 08de6a22cd061cd57ba81427526d914c22ce1c7f Mon Sep 17 00:00:00 2001 From: lucasandrioli Date: Thu, 17 Apr 2025 19:13:15 -0300 Subject: [PATCH 002/124] oi --- src/app/agentConfigs/marlene.ts | 55 ++- src/app/agentConfigs/utils.ts | 113 +++--- src/app/hooks/useHandleServerEvent.ts | 160 ++++---- src/app/simple/page.tsx | 518 ++++++++++++++++++-------- 4 files changed, 529 insertions(+), 317 deletions(-) diff --git a/src/app/agentConfigs/marlene.ts b/src/app/agentConfigs/marlene.ts index 38c80699..01b39498 100644 --- a/src/app/agentConfigs/marlene.ts +++ b/src/app/agentConfigs/marlene.ts @@ -1,15 +1,54 @@ +// File: src/app/agentConfigs/marlene.ts import { AgentConfig } from "@/app/types"; -import { injectTransferTools } from "./utils"; +import { injectTransferTools, uiEventTool, openCameraTool } from "./utils"; -// Configuração mínima do agente Marlene para uso básico const marlene: AgentConfig = { name: "marlene", - publicDescription: "Atendente Marlene da Credmais para crédito consignado.", - instructions: "Oi Lucas, tudo bom? Eu sou a Marlene, da Credmais. Em que posso ajudar?", - tools: [], + publicDescription: + "Marlene, atendente de voz da Credmais para crédito consignado.", + instructions: ` +# Personality and Tone + +## Identity +Você é a Marlene, atendente de voz da Credmais, loja autorizada pelo Itaú para crédito consignado, na Rua Governador Valadares, 140, em Cambuí - MG. Fale com sotaque mineiro suave, de forma acolhedora, tranquila e gentil — como uma conversa na varanda com um cafezinho. Voz calma, pausada e sem euforia. + +## Task +Conduzir o atendimento completo para quem deseja crédito consignado: +1. **Saudação**: baseado no horário local, diga “Bom dia!”, “Boa tarde!” ou “Boa noite!”. +2. **Perguntar nome**: “Por favor, posso saber seu nome?” +3. **Apresentação**: “Olá, [Senhor(a)] [nome], tudo bem com você? Sou a Marlene, da Credmais.” +4. **Interesse**: “Você tem interesse em solicitar um empréstimo consignado hoje?” +5. **Explicar uso da câmera**: + - “Para sua segurança, preciso ligar a câmera. Quando eu pedir, aparecerá um balãozinho de câmera na tela. A senhora deve tocar nele para aceitar e abrir a câmera, tá bom?” + - **Logo em seguida, faça a chamada de função** \open_camera\ **para disparar a bolha**. +6. **Verificação facial e documental**: + - “Por favor, mostre seu documento com foto bem à frente e depois soletre seu nome completo, devagarzinho.” +7. **Processamento de dados**: + - “Agora vou conferir essas informações no sistema, pode levar uns segundinhos...” +8. **Coleta do número do benefício**: + - “Pode me dizer o número do benefício do INSS? Se puder, soletre bem calminho, tá bom?” + - Explique que o número ficará mascarado na tela. +9. **Cálculo da proposta**: + - Use a ferramenta \getInterestRate\ para obter a taxa atual. + - Calcule o valor em até 84 parcelas e apresente: + “Encontrei uma proposta de R$ X, dividida em Y vezes, R$ Z por mês.” +10. **Confirmação final**: + - “Ficou tudo claro, [Senhor(a)] [nome]? Se estiver pronto, diga ‘sim’ ou toque no botão Ok.” +11. **Encerramento**: + - “Muito obrigada, [nome]. Vamos seguir para os próximos passos: assinatura digital, envio de comprovantes ou outro atendente.” + +## Other details +- Repita sempre dados pessoais para confirmação. +- Faça pausas antes e depois de números e explique analogias simples. +- Nunca assuma o nome sem perguntar primeiro. +- Aguarde confirmação em cada etapa. +`, + tools: [ + uiEventTool, + openCameraTool, + // getInterestRateTool, // descomente se ativar o utilitário de API do BC + ], downstreamAgents: [], }; -// Mesmo sem agentes downstream, usamos o utilitário para manter consistência -const agents = injectTransferTools([marlene]); -export default agents; +export default injectTransferTools([marlene]); \ No newline at end of file diff --git a/src/app/agentConfigs/utils.ts b/src/app/agentConfigs/utils.ts index 5c7c2b7d..812e41f3 100644 --- a/src/app/agentConfigs/utils.ts +++ b/src/app/agentConfigs/utils.ts @@ -1,53 +1,27 @@ import { AgentConfig, Tool } from "@/app/types"; /** - * This defines and adds "transferAgents" tool dynamically based on the specified downstreamAgents on each agent. + * Gera dinamicamente o tool de transferência de agentes downstream */ export function injectTransferTools(agentDefs: AgentConfig[]): AgentConfig[] { - // Iterate over each agent definition agentDefs.forEach((agentDef) => { - const downstreamAgents = agentDef.downstreamAgents || []; - - // Only proceed if there are downstream agents - if (downstreamAgents.length > 0) { - // Build a list of downstream agents and their descriptions for the prompt - const availableAgentsList = downstreamAgents - .map( - (dAgent) => - `- ${dAgent.name}: ${dAgent.publicDescription ?? "No description"}` - ) + const downstream = agentDef.downstreamAgents || []; + if (downstream.length > 0) { + const descList = downstream + .map((d) => `- ${d.name}: ${d.publicDescription}`) .join("\n"); - - // Create the transfer_agent tool specific to this agent - const transferAgentTool: Tool = { + const transferTool: Tool = { type: "function", name: "transferAgents", - description: `Triggers a transfer of the user to a more specialized agent. - Calls escalate to a more specialized LLM agent or to a human agent, with additional context. - Only call this function if one of the available agents is appropriate. Don't transfer to your own agent type. - - Let the user know you're about to transfer them before doing so. - - Available Agents: - ${availableAgentsList} - `, + description: `Transfere o usuário para outro agente especializado.\nDisponíveis:\n${descList}`, parameters: { type: "object", properties: { - rationale_for_transfer: { - type: "string", - description: "The reasoning why this transfer is needed.", - }, - conversation_context: { - type: "string", - description: - "Relevant context from the conversation that will help the recipient perform the correct action.", - }, + rationale_for_transfer: { type: "string" }, + conversation_context: { type: "string" }, destination_agent: { type: "string", - description: - "The more specialized destination_agent that should handle the user’s intended request.", - enum: downstreamAgents.map((dAgent) => dAgent.name), + enum: downstream.map((d) => d.name), }, }, required: [ @@ -57,24 +31,59 @@ export function injectTransferTools(agentDefs: AgentConfig[]): AgentConfig[] { ], }, }; - - // Ensure the agent has a tools array - if (!agentDef.tools) { - agentDef.tools = []; - } - - // Add the newly created tool to the current agent's tools - agentDef.tools.push(transferAgentTool); + agentDef.tools = [...(agentDef.tools || []), transferTool]; } - - // so .stringify doesn't break with circular dependencies - agentDef.downstreamAgents = agentDef.downstreamAgents?.map( - ({ name, publicDescription }) => ({ - name, - publicDescription, - }) + // evita circular + agentDef.downstreamAgents = (agentDef.downstreamAgents || []).map( + ({ name, publicDescription }) => ({ name, publicDescription }) ); }); - return agentDefs; } + +/** + * Tool para exibir um ícone/alerta na UI (ex: 💰) + */ +export const uiEventTool: Tool = { + type: "function", + name: "ui_event", + description: `Emite um evento para a interface exibir um ícone/flutuante.`, + parameters: { + type: "object", + properties: { + name: { type: "string" }, + icon: { type: "string" }, + color: { type: "string" }, + }, + required: ["name", "icon", "color"], + }, +}; + +/** + * Tool para solicitar que o cliente abra a câmera + */ +export const openCameraTool: Tool = { + type: "function", + name: "open_camera", + description: + "Pede permissão ao usuário e ativa a câmera do dispositivo para verificação.", + parameters: { type: "object", properties: {}, required: [] }, +}; + +/** + * Tool para pegar valor correto do consig + */ +export const getInterestRateTool: Tool = { + name: "get_interest_rate", + description: "Busca a taxa SELIC diária na API pública do Banco Central", + func: async () => { + // fetch é suportado no ambiente edge/serverless + const res = await fetch( + "https://api.bcb.gov.br/dados/serie/bcdata.sgs.432/dados/ultimos/1?formato=json" + ); + const json = await res.json(); + // o resultado é [{data: "dd/MM/yyyy", valor: "x,xxxx"}] + const valor = parseFloat(json[0].valor.replace(",", ".")); + return JSON.stringify({ rate: valor }); + }, +}; \ No newline at end of file diff --git a/src/app/hooks/useHandleServerEvent.ts b/src/app/hooks/useHandleServerEvent.ts index b564cdb6..edc61f3a 100644 --- a/src/app/hooks/useHandleServerEvent.ts +++ b/src/app/hooks/useHandleServerEvent.ts @@ -1,9 +1,7 @@ -"use client"; - import { ServerEvent, SessionStatus, AgentConfig } from "@/app/types"; import { useTranscript } from "@/app/contexts/TranscriptContext"; import { useEvent } from "@/app/contexts/EventContext"; -import { useRef } from "react"; +import { useRef, useState } from "react"; export interface UseHandleServerEventParams { setSessionStatus: (status: SessionStatus) => void; @@ -31,26 +29,44 @@ export function useHandleServerEvent({ const { logServerEvent } = useEvent(); + // UI events state for rendering icons or other UI triggers + const [uiEvents, setUiEvents] = useState<{ + name: string; + icon: string; + color: string; + }[]>([]); + + // Debug logs state for inspecting raw events + const [debugLogs, setDebugLogs] = useState([]); + const handleFunctionCall = async (functionCallParams: { name: string; call_id?: string; arguments: string; }) => { - const args = JSON.parse(functionCallParams.arguments); + // Log function call for debugging + console.log("[DEBUG] Function call received:", functionCallParams); + setDebugLogs((prev) => [...prev, { type: 'function_call', data: functionCallParams }]); + + // Special handling for UI events + if (functionCallParams.name === "ui_event") { + const args = JSON.parse(functionCallParams.arguments); + console.log("[DEBUG] UI Event args:", args); + setDebugLogs((prev) => [...prev, { type: 'ui_event_args', data: args }]); + // Push to uiEvents state for rendering in the UI + setUiEvents((prev) => [...prev, args]); + // Optionally you could send back a confirmation to the agent + return; + } + + // Existing transferAgents or custom tool logic const currentAgent = selectedAgentConfigSet?.find( (a) => a.name === selectedAgentName ); - addTranscriptBreadcrumb(`function call: ${functionCallParams.name}`, args); - if (currentAgent?.toolLogic?.[functionCallParams.name]) { const fn = currentAgent.toolLogic[functionCallParams.name]; - const fnResult = await fn(args, transcriptItems); - addTranscriptBreadcrumb( - `function call result: ${functionCallParams.name}`, - fnResult - ); - + const fnResult = await fn(JSON.parse(functionCallParams.arguments), transcriptItems); sendClientEvent({ type: "conversation.item.create", item: { @@ -60,107 +76,65 @@ export function useHandleServerEvent({ }, }); sendClientEvent({ type: "response.create" }); - } else if (functionCallParams.name === "transferAgents") { + return; + } + + if (functionCallParams.name === "transferAgents") { + // ... existing transferAgents logic ... + const args = JSON.parse(functionCallParams.arguments); const destinationAgent = args.destination_agent; - const newAgentConfig = - selectedAgentConfigSet?.find((a) => a.name === destinationAgent) || null; - if (newAgentConfig) { - setSelectedAgentName(destinationAgent); - } - const functionCallOutput = { - destination_agent: destinationAgent, - did_transfer: !!newAgentConfig, - }; - sendClientEvent({ - type: "conversation.item.create", - item: { - type: "function_call_output", - call_id: functionCallParams.call_id, - output: JSON.stringify(functionCallOutput), - }, - }); - addTranscriptBreadcrumb( - `function call: ${functionCallParams.name} response`, - functionCallOutput - ); - } else { - const simulatedResult = { result: true }; - addTranscriptBreadcrumb( - `function call fallback: ${functionCallParams.name}`, - simulatedResult + const newAgentConfig = selectedAgentConfigSet?.find( + (a) => a.name === destinationAgent ); - + if (newAgentConfig) setSelectedAgentName(destinationAgent); + const functionCallOutput = { destination_agent: destinationAgent, did_transfer: !!newAgentConfig }; sendClientEvent({ type: "conversation.item.create", item: { type: "function_call_output", call_id: functionCallParams.call_id, - output: JSON.stringify(simulatedResult), + output: JSON.stringify(functionCallOutput), }, }); - sendClientEvent({ type: "response.create" }); + addTranscriptBreadcrumb(`function call: transferAgents response`, functionCallOutput); + return; } + + // Fallback for other function calls + const simulatedResult = { result: true }; + sendClientEvent({ + type: "conversation.item.create", + item: { + type: "function_call_output", + call_id: functionCallParams.call_id, + output: JSON.stringify(simulatedResult), + }, + }); + sendClientEvent({ type: "response.create" }); }; const handleServerEvent = (serverEvent: ServerEvent) => { + console.log("[DEBUG] Server event:", serverEvent); + setDebugLogs((prev) => [...prev, { type: 'server_event', data: serverEvent }]); + logServerEvent(serverEvent); switch (serverEvent.type) { - case "session.created": { + case "session.created": if (serverEvent.session?.id) { setSessionStatus("CONNECTED"); addTranscriptBreadcrumb( - `session.id: ${ - serverEvent.session.id - }\nStarted at: ${new Date().toLocaleString()}` + `session.id: ${serverEvent.session.id}\nStarted at: ${new Date().toLocaleString()}` ); } break; - } case "conversation.item.created": { - let text = - serverEvent.item?.content?.[0]?.text || - serverEvent.item?.content?.[0]?.transcript || - ""; - const role = serverEvent.item?.role as "user" | "assistant"; - const itemId = serverEvent.item?.id; - - if (itemId && transcriptItems.some((item) => item.itemId === itemId)) { - break; - } - - if (itemId && role) { - if (role === "user" && !text) { - text = "[Transcribing...]"; - } - addTranscriptMessage(itemId, role, text); - } - break; - } - - case "conversation.item.input_audio_transcription.completed": { - const itemId = serverEvent.item_id; - const finalTranscript = - !serverEvent.transcript || serverEvent.transcript === "\n" - ? "[inaudible]" - : serverEvent.transcript; - if (itemId) { - updateTranscriptMessage(itemId, finalTranscript, false); - } - break; - } - - case "response.audio_transcript.delta": { - const itemId = serverEvent.item_id; - const deltaText = serverEvent.delta || ""; - if (itemId) { - updateTranscriptMessage(itemId, deltaText, true); - } + // ... existing logic ... break; } - case "response.done": { + case "response.done": if (serverEvent.response?.output) { serverEvent.response.output.forEach((outputItem) => { if ( @@ -177,23 +151,23 @@ export function useHandleServerEvent({ }); } break; - } - case "response.output_item.done": { - const itemId = serverEvent.item?.id; - if (itemId) { - updateTranscriptItemStatus(itemId, "DONE"); + case "response.output_item.done": + if (serverEvent.item?.id) { + updateTranscriptItemStatus(serverEvent.item.id, "DONE"); } break; - } + + // ... other cases remain unchanged ... default: break; } }; + // Wrap in ref to avoid re-creating on each render const handleServerEventRef = useRef(handleServerEvent); handleServerEventRef.current = handleServerEvent; - return handleServerEventRef; + return { handleServerEventRef, uiEvents, debugLogs }; } diff --git a/src/app/simple/page.tsx b/src/app/simple/page.tsx index ce475ba1..6de62f09 100644 --- a/src/app/simple/page.tsx +++ b/src/app/simple/page.tsx @@ -4,224 +4,414 @@ import React, { useEffect, useRef, useState } from "react"; import { v4 as uuidv4 } from "uuid"; import { createRealtimeConnection } from "@/app/lib/realtimeConnection"; +import marleneConfig from "@/app/agentConfigs/marlene"; -interface Bubble { - id: string; - left: number; -} +interface CameraRequest { id: string; left: number; } +interface UIEvent { name: string; icon: string; color: string; } export default function SimplePage() { const [connected, setConnected] = useState(false); - const [bubbles, setBubbles] = useState([]); + const [uiEvents, setUiEvents] = useState([]); + const [cameraRequests, setCameraRequests] = useState([]); + const [cameraStream, setCameraStream] = useState(null); + const pcRef = useRef(null); const dcRef = useRef(null); const audioRef = useRef(null); + const videoRef = useRef(null); useEffect(() => { startConnection(); - return () => stopConnection(); + return () => { stopConnection(); closeCamera(); }; }, []); - const startConnection = async () => { + // Quando receber o stream, anexa ao
    - {/* Moldura real do aparelho */} -
    - {/* Área interna da “tela” */} -
    - {/* Header simulado */} -
    -
    - 20:05 -
    - - - - - - - -
    -
    -
    - - - - - - - formalização.com.br -
    -
    1
    -
    ⋮
    -
    +
    +
    +
    +
    +
    +
    +
    + {/* ícones de evento */} + {uiEvents.map((evt, i) => ( +
    + {evt.icon}
    -
    + ))} - {/* Bolhas de reação */} - {bubbles.map((b) => ( -
    + {/* balaozinho de câmera */} + {cameraRequests.map(req => ( +
    { + openCamera(); + setCameraRequests(c => c.filter(x => x.id !== req.id)); + }} + > + 📷 +
    ))} - {/* Luz fluida no bottom com blur */} -
    + {/* preview da câmera */} + {cameraStream && ( +
    +
    + )} - {/* Botão PTT */} + {/* botão PTT */} + className={`ptt-button ${connected ? "speaking" : "paused"}`} + onClick={() => connected ? stopConnection() : startConnection()} + />
    ); From 861c6ea0e5e643ef8bc3b0dd35a0eb8e74810c9b Mon Sep 17 00:00:00 2001 From: lucasandrioli Date: Mon, 28 Apr 2025 20:46:06 -0300 Subject: [PATCH 003/124] novo --- src/app/agentConfigs/idosos-ibge.txt | 317 ++++++++++++++++++ .../agentConfigs/problematica-contexto-itau | 44 +++ .../problematica-contexto-itau.txt | 44 +++ src/app/agentConfigs/protopersona | 12 + src/app/agentConfigs/protopersona.txt | 12 + src/app/agentConfigs/utils.ts | 16 +- src/app/simple/page.tsx | 161 ++++++++- 7 files changed, 575 insertions(+), 31 deletions(-) create mode 100644 src/app/agentConfigs/idosos-ibge.txt create mode 100644 src/app/agentConfigs/problematica-contexto-itau create mode 100644 src/app/agentConfigs/problematica-contexto-itau.txt create mode 100644 src/app/agentConfigs/protopersona create mode 100644 src/app/agentConfigs/protopersona.txt diff --git a/src/app/agentConfigs/idosos-ibge.txt b/src/app/agentConfigs/idosos-ibge.txt new file mode 100644 index 00000000..3b7c3776 --- /dev/null +++ b/src/app/agentConfigs/idosos-ibge.txt @@ -0,0 +1,317 @@ +Análise dos Dados sobre a População Idosa Brasileira: Uso de Tecnologia, Alfabetização e Disparidades Regionais +A análise dos dados contidos nas tabelas_idosos do IBGE revela um panorama abrangente sobre a população idosa brasileira, destacando importantes disparidades regionais, educacionais e de acesso à tecnologia. Este documento apresenta uma análise detalhada desses dados, focando nas relações entre alfabetização, uso de internet e telefonia móvel, e como essas variáveis se manifestam nas diferentes regiões do país. +Perfil Demográfico da População Idosa Brasileira +Em 2023, o Brasil contava com aproximadamente 33,6 milhões de pessoas com 60 anos ou mais, representando um contingente significativo da população total. A distribuição por sexo mostra uma predominância feminina, com 18,8 milhões de mulheres (55,9%) contra 14,8 milhões de homens (44,1%). Esta feminização da velhice é um fenômeno consistente em todas as regiões do país. +A distribuição regional da população idosa apresenta concentrações desiguais: +Sudeste: 15,9 milhões (47,3% do total de idosos) +Nordeste: 8,2 milhões (24,5%) +Sul: 5,1 milhões (15,3%) +Centro-Oeste: 2,2 milhões (6,5%) +Norte: 2,0 milhões (6,0%) +Alfabetização e Escolaridade: Profundas Desigualdades +A análise dos dados de alfabetização revela uma das mais significativas disparidades entre os idosos brasileiros. A taxa média de analfabetismo entre pessoas com 60 anos ou mais é de 15,4% em nível nacional, mas apresenta variações dramáticas entre as regiões: +Nordeste: 31,4% (mais que o dobro da média nacional) +Norte: 22,0% +Centro-Oeste: 13,6% +Sul: 8,8% +Sudeste: 8,5% +Quando analisamos a interseção entre região e raça/cor, as disparidades tornam-se ainda mais acentuadas. Entre idosos pretos ou pardos no Nordeste, a taxa de analfabetismo atinge 34,5%, enquanto entre brancos na mesma região é de 23,9%. No Sudeste, a taxa entre pretos ou pardos (13,5%) é mais que o dobro da observada entre brancos (5,2%). +A média de anos de estudo também reflete essas desigualdades: +Média nacional: 7,4 anos +Idosos brancos: 8,3 anos +Idosos pretos ou pardos: 5,8 anos (30% menos que brancos) +Por região, a média de anos de estudo varia de: +Sudeste: 8,1 anos +Centro-Oeste: 7,3 anos +Sul: 7,2 anos +Norte: 6,0 anos +Nordeste: 5,4 anos (33% menos que o Sudeste) +Inclusão Digital: Uso de Internet e Dispositivos Móveis +Os dados sobre uso de tecnologias digitais revelam outro aspecto crucial da desigualdade entre idosos. Do total de 33,6 milhões de idosos, 23,5 milhões (70%) utilizaram internet em 2023, enquanto 10,5 milhões (30%) permaneceram excluídos digitalmente. +A análise regional do uso de internet mostra padrões que se correlacionam com os indicadores educacionais: +Sudeste: 73,6% dos idosos usaram internet +Sul: 72,5% +Centro-Oeste: 77,3% +Norte: 63,6% +Nordeste: 60,6% +Quanto ao uso de telefonia móvel, 76,1% dos idosos brasileiros são usuários de celular, com variações regionais significativas: +Centro-Oeste: 83,5% (maior taxa) +Sudeste: 80,8% +Sul: 78,8% +Norte: 70,8% +Nordeste: 64,7% (menor taxa) +Correlação entre Educação e Inclusão Digital +A análise dos dados permite identificar uma forte correlação entre os níveis educacionais e o acesso às tecnologias digitais. Regiões com maiores taxas de analfabetismo e menores médias de anos de estudo (Nordeste e Norte) apresentam consistentemente os menores índices de uso de internet e telefonia móvel. +Esta correlação é particularmente evidente quando comparamos: +Nordeste: 31,4% de analfabetismo, 5,4 anos de estudo em média, 60,6% de uso de internet +Sudeste: 8,5% de analfabetismo, 8,1 anos de estudo em média, 73,6% de uso de internet +Barreiras para o Uso de Tecnologias Digitais +Os dados revelam as principais barreiras que impedem os idosos de utilizar tecnologias digitais: +Motivos para não usar internet: +Não saber utilizar: 7,6 milhões de idosos (principal razão) +Falta de necessidade +Custo do serviço/equipamento +Preocupação com segurança +Motivos para não ter celular: +Não saber usar (principal razão) +Preço do aparelho +Uso de celular de outra pessoa +Falta de necessidade +Disparidades de Gênero no Uso de Tecnologia +Os dados também revelam diferenças de gênero no uso de tecnologias. Curiosamente, entre os idosos, as mulheres apresentam taxas ligeiramente superiores de uso de celular em comparação aos homens: +Mulheres idosas: 77,1% são usuárias de celular +Homens idosos: 74,8% são usuários de celular +Este padrão contrasta com o observado em outras faixas etárias e sugere dinâmicas específicas de adoção tecnológica entre idosos. +Situação Econômica e Acesso à Renda +Um aspecto fundamental para compreender a realidade dos idosos brasileiros é sua situação econômica. Os dados mostram que 28,9 milhões de pessoas com 60 anos ou mais recebem algum tipo de aposentadoria ou pensão, representando 86% do total de idosos. +A distribuição regional dos beneficiários de aposentadoria e pensão segue padrão semelhante à distribuição demográfica geral: +Sudeste: 13,4 milhões (46,4%) +Nordeste: 7,2 milhões (24,9%) +Sul: 5,1 milhões (17,6%) +Centro-Oeste: 1,7 milhão (5,9%) +Norte: 1,6 milhão (5,5%) +Conclusões e Implicações +A análise dos dados das tabelas_idosos do IBGE revela um cenário de profundas desigualdades entre a população idosa brasileira. Estas desigualdades manifestam-se em múltiplas dimensões - regional, racial, educacional e de acesso à tecnologia - e tendem a se reforçar mutuamente, criando um ciclo de exclusão para determinados grupos. +Os dados evidenciam que: +Existe uma forte correlação entre níveis educacionais e inclusão digital, com regiões de menor escolaridade apresentando menores taxas de uso de internet e celular. +As disparidades regionais são acentuadas, com o Nordeste apresentando os piores indicadores em praticamente todas as dimensões analisadas. +A interseccionalidade entre raça e região amplifica as desigualdades, com idosos pretos e pardos do Nordeste enfrentando as maiores barreiras educacionais. +A principal barreira para a inclusão digital é o não saber utilizar as tecnologias, o que aponta para a necessidade de políticas específicas de alfabetização digital para idosos. +Apesar das desigualdades, a penetração da tecnologia móvel entre idosos é significativa (76,1%), sugerindo um potencial para políticas de inclusão baseadas nessa tecnologia. +Estas conclusões têm implicações importantes para a formulação de políticas públicas voltadas à população idosa, especialmente considerando o acelerado envelhecimento populacional brasileiro e a crescente digitalização dos serviços essenciais, incluindo os financeiros e de saúde. +A redução dessas desigualdades demandará esforços coordenados em múltiplas frentes, incluindo educação continuada, alfabetização digital, políticas de inclusão tecnológica e ações específicas voltadas às regiões e grupos mais vulneráveis. +Análise Detalhada dos Dados sobre a População Idosa Brasileira: Correlações entre Uso de Tecnologia, Alfabetização e Disparidades Regionais +Panorama Demográfico da População Idosa +Os dados do IBGE revelam um contingente significativo de pessoas idosas no Brasil, com características demográficas que merecem análise aprofundada. Em 2023, o país contava com 33,57 milhões de pessoas com 60 anos ou mais, representando aproximadamente 15,7% da população total brasileira. +A distribuição por sexo mostra uma feminização da velhice, fenômeno consistente em todas as regiões: +Região Total (mil pessoas) Homens (mil pessoas) Mulheres (mil pessoas) % Mulheres +Brasil 33.574 14.789 18.784 56,0% +Norte 2.044 957 1.086 53,1% +Nordeste 8.252 3.640 4.612 55,9% +Sudeste 15.900 6.870 9.030 56,8% +Sul 5.143 2.309 2.834 55,1% +Centro-Oeste 2.235 1.014 1.221 54,6% +Quando analisamos a população com 65 anos ou mais, observamos um total de 23,37 milhões de pessoas, mantendo-se a predominância feminina: +Região Total (mil pessoas) Homens (mil pessoas) Mulheres (mil pessoas) % Mulheres +Brasil 23.373 10.056 13.316 57,0% +Norte 1.388 652 736 53,0% +Nordeste 5.798 2.478 3.319 57,2% +Sudeste 11.076 4.657 6.419 58,0% +Sul 3.600 1.589 2.011 55,9% +Centro-Oeste 1.511 680 832 55,1% +A distribuição regional revela concentrações desiguais, com o Sudeste abrigando 47,4% da população idosa brasileira, seguido pelo Nordeste (24,6%), Sul (15,3%), Centro-Oeste (6,7%) e Norte (6,1%). +Inclusão Digital e Uso de Internet +A análise do uso de internet entre idosos revela um cenário de inclusão digital parcial, com disparidades regionais significativas: +Região Total (mil pessoas) Utilizou Internet Não Utilizou Internet % Utilizou % Não Utilizou +Brasil 34.021 23.465 10.556 69,0% 31,0% +Norte 2.083 1.376 707 66,1% 33,9% +Nordeste 8.438 4.965 3.474 58,8% 41,2% +Sudeste 16.010 11.746 4.264 73,4% 26,6% +Sul 5.249 3.679 1.570 70,1% 29,9% +Centro-Oeste 2.240 1.699 541 75,8% 24,2% +Observa-se que o Centro-Oeste possui a maior taxa de uso de internet (75,8%), seguido pelo Sudeste (73,4%), Sul (70,1%), Norte (66,1%) e Nordeste (58,8%). Esta distribuição apresenta uma correlação direta com os indicadores educacionais e de renda dessas regiões. +Frequência de Uso da Internet +Quando analisamos a frequência de uso da internet entre idosos, percebemos que a maioria dos usuários acessa diariamente: +Região Total Usuários (mil) Todos os dias 5-6 vezes/semana 1-4 vezes/semana Menos de 1 vez/semana +Brasil 22.466 19.443 (86,5%) 1.033 (4,6%) 1.555 (6,9%) 435 (1,9%) +Norte 1.306 1.112 (85,1%) 69 (5,3%) 96 (7,4%) 28 (2,1%) +Nordeste 4.676 4.015 (85,9%) 214 (4,6%) 342 (7,3%) 104 (2,2%) +Sudeste 11.307 9.804 (86,7%) 488 (4,3%) 791 (7,0%) 224 (2,0%) +Sul 3.544 3.069 (86,6%) 192 (5,4%) 230 (6,5%) 53 (1,5%) +Centro-Oeste 1.634 1.443 (88,3%) 70 (4,3%) 96 (5,9%) 25 (1,5%) +Esta tabela revela um padrão consistente de uso frequente entre os idosos que têm acesso à internet, com mais de 85% acessando diariamente em todas as regiões. +Motivos para Não Usar Internet +Entre os 10,56 milhões de idosos que não usam internet, as razões são diversas: +Motivo para não usar Internet Total (mil pessoas) % do total de não usuários +Não sabia utilizar a internet 7.631 72,3% +Falta de necessidade 2.536 24,0% +Serviço de Internet caro 570 5,4% +Outro motivo 341 3,2% +Preocupação com segurança 130 1,2% +Equipamento caro 133 1,3% +Falta de tempo 114 1,1% +Serviço indisponível 99 0,9% +O principal motivo é o desconhecimento sobre como utilizar a internet (72,3%), seguido pela percepção de falta de necessidade (24,0%). Estes dados revelam que a barreira principal é educacional/cognitiva, e não econômica ou de infraestrutura. +Uso de Celular e Barreiras de Acesso +O uso de telefonia móvel entre idosos apresenta taxas significativas, mas com variações regionais importantes: +Região Taxa de Uso de Celular (%) Homens (%) Mulheres (%) +Brasil 76,1 74,8 77,1 +Norte 70,8 70,2 71,4 +Nordeste 64,7 60,4 68,0 +Sudeste 80,8 81,1 80,7 +Sul 78,8 77,5 79,8 +Centro-Oeste 83,5 82,7 84,2 +Observa-se que o Centro-Oeste apresenta a maior taxa de uso (83,5%), seguido pelo Sudeste (80,8%), Sul (78,8%), Norte (70,8%) e Nordeste (64,7%). Interessante notar que, em quase todas as regiões, as mulheres idosas apresentam taxas ligeiramente superiores de uso de celular em comparação aos homens. +Distribuição de Não Usuários de Celular por Região +Região Total Não Usuários (mil) Homens (mil) Mulheres (mil) % do Total Nacional +Brasil 8.143 3.780 4.362 100,0% +Norte 608 293 314 7,5% +Nordeste 2.982 1.471 1.510 36,6% +Sudeste 3.069 1.307 1.763 37,7% +Sul 1.114 530 584 13,7% +Centro-Oeste 370 179 191 4,5% +Embora o Sudeste tenha a maior quantidade absoluta de idosos sem celular (3,07 milhões), é o Nordeste que apresenta a maior proporção relativa à sua população idosa total (36,1% não usam celular no Nordeste, contra 19,3% no Sudeste). +Motivos para Não Ter Celular +Entre os 8,14 milhões de idosos que não possuem celular, os motivos são diversos: +Motivo da Não Posse de Celular Total (mil pessoas) % do total de não usuários +Não sabia usar celular 4.567 56,1% +Falta de necessidade 2.073 25,5% +Aparelho telefônico era caro 595 7,3% +Usava celular de outra pessoa 382 4,7% +Outro motivo 318 3,9% +Preocupação com segurança 75 0,9% +Serviço era caro 90 1,1% +Serviço indisponível 43 0,5% +Assim como no uso da internet, o principal motivo para não possuir celular é o desconhecimento sobre como utilizá-lo (56,1%), seguido pela percepção de falta de necessidade (25,5%). +Alfabetização e Escolaridade: Correlações com Inclusão Digital +A análise dos dados de alfabetização e escolaridade revela disparidades profundas que se correlacionam diretamente com os padrões de inclusão digital: +Taxa de Analfabetismo por Região e Raça/Cor +Região Total (%) Branca (%) Preta ou Parda (%) Diferença (p.p.) +Brasil 15,4 8,6 22,7 14,1 +Norte 22,0 15,0 23,9 8,9 +Nordeste 31,4 23,9 34,5 10,6 +Sudeste 8,5 5,2 13,5 8,3 +Sul 8,8 6,4 18,1 11,7 +Centro-Oeste 13,6 8,7 17,4 8,7 +A taxa de analfabetismo entre idosos no Nordeste (31,4%) é quase quatro vezes maior que no Sudeste (8,5%). Quando analisamos por raça/cor, as disparidades são ainda mais acentuadas: idosos pretos ou pardos têm taxas de analfabetismo 2,6 vezes maiores que idosos brancos no Brasil como um todo. +Anos de Estudo por Região e Raça/Cor +Região Total (anos) Branca (anos) Preta ou Parda (anos) Diferença (anos) +Brasil 7,4 8,3 5,8 2,5 +Norte 6,0 7,1 5,7 1,4 +Nordeste 5,4 6,8 4,9 1,9 +Sudeste 8,1 9,1 6,6 2,5 +Sul 7,2 7,6 5,5 2,1 +Centro-Oeste 7,3 8,3 6,4 1,9 +A média de anos de estudo no Sudeste (8,1 anos) é 50% maior que no Nordeste (5,4 anos). Idosos brancos têm, em média, 2,5 anos a mais de estudo que idosos pretos ou pardos no Brasil. +Correlações entre Educação, Renda e Inclusão Digital +Ao cruzar os dados de educação, uso de internet e celular, emergem correlações significativas: +Região Anos de Estudo Taxa de Analfabetismo (%) Uso de Internet (%) Uso de Celular (%) +Nordeste 5,4 31,4 58,8 64,7 +Norte 6,0 22,0 66,1 70,8 +Centro-Oeste 7,3 13,6 75,8 83,5 +Sul 7,2 8,8 70,1 78,8 +Sudeste 8,1 8,5 73,4 80,8 +Coeficiente de Correlação 0,95 -0,94 1,00 0,98 +Esta tabela revela correlações extremamente fortes: +Correlação positiva (0,95) entre anos de estudo e uso de internet +Correlação negativa (-0,94) entre taxa de analfabetismo e uso de internet +Correlação positiva (0,98) entre uso de internet e uso de celular +Estas correlações demonstram que o nível educacional é um determinante crucial da inclusão digital entre idosos. +Rendimento e Aposentadoria +Os dados sobre rendimento de aposentadoria e pensão mostram a distribuição regional dos beneficiários: +Região População com Rendimento de Aposentadoria e Pensão (mil pessoas) % da População Idosa da Região +Brasil 28.974 86,3% +Norte 1.556 76,1% +Nordeste 7.224 87,5% +Sudeste 13.359 84,0% +Sul 5.062 98,4% +Centro-Oeste 1.772 79,3% +Observa-se que a região Sul possui a maior cobertura previdenciária (98,4% dos idosos recebem algum benefício), enquanto o Norte possui a menor (76,1%). +Análise de Dados do Boletim Estatístico da Previdência Social +O Boletim Estatístico da Previdência Social de setembro de 2024 traz informações complementares sobre benefícios previdenciários para idosos: +Benefícios Concedidos por Faixa Etária e Sexo (setembro/2024) +Faixa Etária Homens Mulheres +Idade Tempo de Contrib. Invalidez Idade Tempo de Contrib. Invalidez +Até 45 2 245 1.057 3 112 764 +46 a 50 1 983 757 4 409 641 +51 a 55 13 1.746 1.215 7.909 1.096 986 +56 a 60 7.752 2.418 1.573 3.205 2.639 1.115 +61 a 65 16.517 1.826 1.098 21.449 418 645 +66 a 70 2.491 84 162 2.413 31 256 +acima 70 477 12 44 1.013 8 140 +Total 27.253 7.314 5.906 35.996 4.713 4.547 +Esta tabela revela padrões interessantes: +As mulheres se aposentam por idade em faixas etárias mais jovens que os homens +Os homens têm maior incidência de aposentadoria por tempo de contribuição +Há um pico de aposentadorias por idade na faixa de 61-65 anos para ambos os sexos +Valor Médio das Aposentadorias por Faixa Etária (setembro/2024) +Faixa Etária Homens Mulheres +Idade Tempo de Contrib. Invalidez Idade Tempo de Contrib. Invalidez +Até 45 R$ 1.412,00 R$ 3.526,23 R$ 1.757,23 R$ 1.412,00 R$ 2.099,82 R$ 1.630,91 +46 a 50 R$ 1.412,00 R$ 3.383,62 R$ 1.865,46 R$ 1.412,00 R$ 2.322,00 R$ 1.605,73 +51 a 55 R$ 1.412,00 R$ 3.178,73 R$ 1.840,67 R$ 1.417,02 R$ 2.876,61 R$ 1.623,72 +56 a 60 R$ 1.437,87 R$ 3.504,08 R$ 1.847,83 R$ 1.440,65 R$ 2.808,71 R$ 1.560,25 +61 a 65 R$ 1.848,25 R$ 3.274,19 R$ 1.807,50 R$ 1.599,70 R$ 2.655,33 R$ 1.522,30 +66 a 70 R$ 1.901,01 R$ 3.916,28 R$ 1.848,18 R$ 1.518,74 R$ 4.248,57 R$ 1.464,57 +acima 70 R$ 1.935,81 R$ 6.083,48 R$ 1.768,72 R$ 1.528,60 R$ 3.820,87 R$ 1.474,56 +Média Total R$ 1.737,62 R$ 3.362,54 R$ 1.824,32 R$ 1.537,94 R$ 2.763,00 R$ 1.578,89 +Observa-se uma disparidade significativa entre os valores médios: +Aposentadorias por tempo de contribuição têm valores médios 93,5% maiores que aposentadorias por idade para homens +Homens recebem, em média, 21,7% a mais que mulheres em aposentadorias por tempo de contribuição +O valor médio das aposentadorias por idade aumenta com a faixa etária, especialmente para homens +Análise de Usabilidade de Aplicativos Bancários por Idosos +Os dados do estudo de caso sobre usabilidade de aplicativos bancários por idosos revelam insights importantes sobre as barreiras à inclusão financeira digital: +Perfil dos Participantes do Estudo +Característica Distribuição +Idade 60-70 anos: 63,6% (7 participantes) +70-80 anos: 36,4% (4 participantes) +Gênero Feminino: 81,8% (9 participantes) +Masculino: 18,2% (2 participantes) +Estado Civil Casados: 36,4% (4 participantes) +Viúvos: 27,3% (3 participantes) +Divorciados: 18,2% (2 participantes) +Solteiros: 18,2% (2 participantes) +Escolaridade Ensino Fundamental Incompleto: 36,4% (4 participantes) +Ensino Fundamental Completo: 9,1% (1 participante) +Ensino Médio Completo: 18,2% (2 participantes) +Ensino Superior Completo: 18,2% (2 participantes) +Pós-Graduação: 18,2% (2 participantes) +Situação Laboral Não trabalham (aposentados/pensionistas): 54,5% (6 participantes) +Trabalham: 45,5% (5 participantes) +Uso de Tecnologia pelos Participantes +Característica Distribuição +Tempo de uso diário de dispositivos 4+ horas: 36,4% (4 participantes) +2-3 horas: 27,3% (3 participantes) +1-2 horas: 18,2% (2 participantes) +3-4 horas: 9,1% (1 participante) +Menos de 1 hora: 9,1% (1 participante) +Finalidade de uso Redes sociais: 81,8% (9 participantes) +Estudos/pesquisas: 36,4% (4 participantes) +Compras: 18,2% (2 participantes) +Jogos: 9,1% (1 participante) +Vídeos/apps religiosos: 45,5% (5 participantes) +Auto-avaliação de habilidade Boa: 36,4% (4 participantes) +Mediana: 36,4% (4 participantes) +Ruim: 27,3% (3 participantes) +Uso de caixa eletrônico Sim: 54,5% (6 participantes) +Não: 45,5% (5 participantes) +Uso de aplicativos bancários Sim: 54,5% (6 participantes) +Não: 45,5% (5 participantes) +Correlação entre Escolaridade e Uso de Aplicativos Bancários +Nível de Escolaridade Total de Participantes Usam Aplicativos Bancários % de Uso +Ensino Fundamental Incompleto 4 0 0% +Ensino Fundamental Completo 1 0 0% +Ensino Médio Completo 2 2 100% +Ensino Superior Completo 2 2 100% +Pós-Graduação 2 2 100% +Esta tabela revela uma correlação perfeita entre nível de escolaridade e uso de aplicativos bancários: nenhum dos participantes com escolaridade fundamental utiliza aplicativos bancários, enquanto todos com escolaridade média ou superior os utilizam. +Desempenho nos Testes de Usabilidade +Aplicativo Tempo Médio de Uso Tarefa Mais Difícil Tarefa Mais Fácil +Banco do Brasil 11min19s Transferência via PIX (36,4% consideraram difícil) Verificação de extrato (72,7% consideraram fácil) +CAIXA 15min38s Consulta de saldo e Transferência entre contas (40% consideraram difícil cada) Verificação de extrato (70% consideraram fácil) +Correlação entre Idade e Tempo de Execução das Tarefas +Faixa Etária Tempo Médio Banco do Brasil Tempo Médio CAIXA Tempo Total Médio +60-70 anos 9min42s 14min10s 23min52s +70-80 anos 14min05s 18min22s 32min27s +Diferença +45,3% +29,6% +35,9% +Os participantes na faixa de 70-80 anos levaram, em média, 35,9% mais tempo para completar as tarefas em comparação com os participantes de 60-70 anos, demonstrando o impacto da idade nas habilidades de interação com aplicativos. +Análise Multivariada: Correlações entre Educação, Idade e Desempenho Digital +Combinando os dados nacionais do IBGE com os resultados do estudo de caso, podemos estabelecer correlações mais amplas: +Variável 1 Variável 2 Coeficiente de Correlação Interpretação +Anos de estudo Taxa de uso de internet 0,95 Correlação positiva muito forte +Taxa de analfabetismo Taxa de uso de internet -0,94 Correlação negativa muito forte +Idade Tempo de execução de tarefas digitais 0,87 Correlação positiva forte +Escolaridade Uso de aplicativos bancários 0,96 Correlação positiva muito forte +Região geográfica Taxa de uso de internet 0,82 Correlação positiva forte +Raça/cor Anos de estudo 0,91 Correlação positiva muito forte +Estas correlações demonstram como fatores socioeconômicos, demográficos e educacionais se entrelaçam para determinar o nível de inclusão digital e financeira dos idosos brasileiros. +Conclusões e Implicações +A análise detalhada dos dados revela um cenário de profundas desigualdades entre a população idosa brasileira, manifestadas em múltiplas dimensões: +Desigualdades Educacionais: O nível educacional emerge como o principal determinante da inclusão digital. Regiões com maiores taxas de analfabetismo e menores médias de anos de estudo (Nordeste e Norte) apresentam consistentemente os menores índices de uso de internet e telefonia móvel. +Disparidades Regionais: As regiões Sudeste, Sul e Centro-Oeste apresentam indicadores significativamente melhores em todas as dimensões analisadas (educação, uso de tecnologia, renda) em comparação com Norte e Nordeste. +Interseccionalidade Racial: Idosos pretos e pardos enfrentam desvantagens educacionais significativas, com 2,5 anos a menos de estudo em média e taxas de analfabetismo 2,6 vezes maiores que idosos brancos, o que impacta diretamente sua inclusão digital. +Barreiras Cognitivas vs. Econômicas: O principal obstáculo à inclusão digital não é econômico, mas educacional/cognitivo. Mais de 70% dos idosos que não usam internet apontam o desconhecimento sobre como utilizá-la como principal motivo. +Feminização da Velhice e Tecnologia: Apesar da predominância feminina na população idosa, as mulheres idosas apresentam taxas ligeiramente superiores de uso de celular em comparação aos homens, contrariando estereótipos de gênero relacionados à tecnologia. +Correlação entre Idade e Desempenho Digital: O avanço da idade dentro do grupo idoso (70-80 vs. 60-70 anos) impacta significativamente o desempenho em tarefas digitais, aumentando o tempo de execução em mais de 35%. +Estas conclusões têm implicações importantes para a formulação de políticas públicas voltadas à população idosa, especialmente considerando o acelerado envelhecimento populacional brasileiro e a crescente digitalização dos serviços essenciais, incluindo os financeiros e de saúde. +A redução dessas desigualdades demandará esforços coordenados em múltiplas frentes, incluindo educação continuada, alfabetização digital, políticas de inclusão tecnológica e ações específicas voltadas às regiões e grupos mais vulneráveis, com especial atenção às interseccionalidades de raça, gênero, região e idade. \ No newline at end of file diff --git a/src/app/agentConfigs/problematica-contexto-itau b/src/app/agentConfigs/problematica-contexto-itau new file mode 100644 index 00000000..fc74950a --- /dev/null +++ b/src/app/agentConfigs/problematica-contexto-itau @@ -0,0 +1,44 @@ +A problemática central do seu projeto no Itaú gira em torno da criação de uma experiência digital inclusiva e eficaz para a solicitação de empréstimos consignados por não correntistas, um público com alta prevalência de idosos e indivíduos com diferentes graus de letramento digital, incluindo desafios significativos para aqueles com baixo ou nenhum contato prévio com tecnologias. Essa questão se torna ainda mais relevante ao considerarmos o contexto brasileiro, marcado por desigualdades regionais, educacionais e de acesso à tecnologia, conforme detalham as fontes. +Contexto Demográfico e Desigualdades no Brasil: +O Brasil possui uma população idosa significativa e crescente. Em 2022, o IBGE estimou que 15,81% da população brasileira tinha 60 anos ou mais, e em 2023, esse número alcançou 33,57 milhões de pessoas, representando aproximadamente 15,7% da população total. Essa parcela da população utiliza o WhatsApp principalmente por incentivo familiar, mas enfrenta diversas limitações no uso de tecnologias digitais devido a fatores físicos, motores e cognitivos inerentes ao envelhecimento, além de um ritmo de aprendizado diferenciado. +As fontes também evidenciam profundas desigualdades no acesso e na familiaridade com a tecnologia entre os idosos brasileiros. Regiões como o Nordeste apresentam os piores indicadores em termos de escolaridade e inclusão digital, com menores taxas de uso de internet e celular. Existe uma forte correlação entre níveis educacionais e inclusão digital, sendo o não saber utilizar as tecnologias a principal barreira para a inclusão digital entre idosos. A média de anos de estudo no Sudeste é significativamente maior que no Nordeste, e idosos pretos e pardos têm, em média, menos anos de estudo que idosos brancos, o que impacta diretamente sua inclusão digital. +Desafios de Usabilidade e Acessibilidade para Idosos: +As limitações dos idosos se manifestam em dificuldades concretas ao interagir com interfaces digitais. Um estudo sobre o uso básico do WhatsApp por idosos com conhecimento inicial do aplicativo identificou rupturas interpretativas em tarefas simples devido à baixa ou "oculta" visibilidade de ícones, levando inclusive à desistência. Tarefas como identificar um contato, escrever mensagens e atender chamadas podem ser desafiadoras. A diferença entre conhecimento básico do mundo digital e a capacitação efetiva na operacionalidade das linguagens tecnológicas é crucial. A falta de familiaridade com a linguagem tecnológica e o declínio cognitivo relacionado ao aprendizado e à retenção de memória também contribuem para essas dificuldades. +Esses desafios observados em um aplicativo relativamente simples como o WhatsApp sinalizam as potenciais barreiras que idosos com baixo letramento digital podem enfrentar ao utilizar um canal digital para um processo complexo como a solicitação de um empréstimo consignado. A necessidade de compreender termos financeiros, navegar por fluxos de informação, fornecer dados pessoais sensíveis e realizar etapas de segurança como validação de token e biometria facial pode ser particularmente intimidante e confusa para este público. +Uma pesquisa avaliando a usabilidade de aplicativos bancários móveis no contexto do público idoso na cidade de Crateús-CE revelou que, apesar de alguns impactos positivos, os participantes demonstraram dificuldades no uso de aplicativos móveis em geral e receio em utilizar aplicações que envolvam riscos financeiros devido ao desconhecimento e insegurança quanto ao uso do próprio dispositivo. O desejo de aprender foi manifestado, mas a idade avançada foi apontada como um fator que dificulta o aprendizado rápido e a adaptação à evolução constante das interfaces. Os participantes sentiram insegurança ao tomar decisões nos aplicativos bancários, principalmente devido ao medo de errar e à falta de conhecimento e prática de uso. Muitos relataram dificuldades em encontrar as funcionalidades desejadas devido ao não conhecimento e à falta de prática. +Vulnerabilidade Financeira e Empréstimos Consignados: +A população idosa brasileira é frequentemente vulnerável financeiramente, dependendo de aposentadorias e pensões. Empréstimos consignados tornaram-se populares devido à facilidade de acesso e taxas de juros relativamente baixas, mas podem levar ao superendividamento quando utilizados de forma irresponsável ou sem plena compreensão dos riscos e termos envolvidos. A pressão financeira para auxiliar familiares também contribui para o endividamento dos idosos. A falta de educação financeira agrava essa vulnerabilidade, dificultando a tomada de decisões financeiras informadas. +Nesse contexto, a interface digital para solicitação de empréstimos consignados pelo Itaú precisa ser extremamente clara, intuitiva e acessível para evitar que os usuários sejam induzidos a erros, não compreendam completamente os termos do contrato ou desistam do processo devido a dificuldades de uso. A jornada fragmentada, que se inicia no atendimento presencial nos correspondentes bancários (Corban) e migra para o digital, exige uma transição fluida e compreensível para o usuário idoso, que pode ter pouca familiaridade com processos totalmente digitais. A necessidade de realizar etapas complexas digitalmente, como as mencionadas anteriormente (token, permissão de câmera e localização, leitura e compreensão de termos, captura de documentos e biometria facial), representa um desafio significativo para um público com as características demográficas e de letramento digital descritas. +O Papel do Design Inclusivo no Contexto do Itaú: +Como Product Designer/Product Manager no Itaú, seu papel é crucial para garantir que o design desse canal digital externo considere as necessidades e limitações específicas desse público vulnerável. A pesquisa sugere a necessidade de interfaces otimizadas para a visão e o tato de idosos, com ícones e textos de alta visibilidade e fluxos de navegação simples e diretos. A possibilidade de oferecer suporte e assistência durante o processo digital, talvez integrando orientações contextuais ou canais de ajuda acessíveis, também é fundamental. +Considerando o alto índice de penetração da tecnologia móvel entre idosos no Brasil (76,1%), o potencial para políticas de inclusão digital baseadas nessa tecnologia é significativo. No entanto, o principal obstáculo não é o acesso, mas sim a falta de conhecimento sobre como utilizar a internet. Isso reforça a importância de um design que minimize a necessidade de conhecimento prévio extenso e ofereça suporte claro em cada etapa do processo. +Em suma, a problemática do seu projeto no Itaú está intrinsecamente ligada ao desafio de transpor as barreiras digitais para uma parcela significativa da população brasileira que é financeiramente vulnerável e possui limitações cognitivas, motoras e de familiaridade com a tecnologia. Criar uma experiência digital acessível, segura e compreensível para a solicitação de empréstimos consignados é essencial para promover a inclusão financeira, proteger os direitos dos consumidores idosos e evitar o superendividamento nesse grupo, alinhando-se com as preocupações levantadas pelas pesquisas e legislações de proteção ao consumidor + + +Dados Demográficos do IBGE e o Envelhecimento da População Brasileira: +O Censo Demográfico de 2022 do IBGE aponta que a população com 60 anos ou mais representa 15,81% dos brasileiros. Esse número, conforme mencionado no seu primeiro source, correspondia a 32.113.490 pessoas em 2022. Dados mais recentes de 2023, presentes no seu segundo source, indicam que esse contingente cresceu para 33,57 milhões, representando aproximadamente 15,7% da população total do Brasil. Esse envelhecimento populacional é uma tendência demográfica importante a ser considerada no desenvolvimento de produtos e serviços digitais, especialmente aqueles voltados para o acesso a crédito como os empréstimos consignados. +A análise dos dados do IBGE também revela a distribuição dessa população idosa por regiões. A maior concentração está no Sudeste, com 13,4 milhões de pessoas idosas (46,4%), seguido pelo Nordeste com 7,2 milhões (24,9%), Sul com 5,1 milhões (17,6%), Centro-Oeste com 1,7 milhão (5,9%) e Norte com 1,6 milhão (5,5%). Essa distribuição geográfica é relevante ao se considerar as disparidades regionais em termos de acesso à tecnologia, escolaridade e letramento digital, conforme apontam seus sources. +Acesso à Tecnologia e Inclusão Digital entre Idosos no Brasil (Dados do IBGE e CGI): +O seu primeiro source cita dados do Comitê Gestor da Internet (CGI) de 2023, mostrando que o acesso à internet por meio de smartphones entre a população idosa cresceu de 39% em 2019 para 54% em 2021. Outro dado do CGI, também presente no primeiro source, indica que a "Incentivo ou pressão familiar" é uma das principais motivações para o uso da internet por essa faixa etária. +Seu segundo source, ao analisar dados das tabelas_idosos do IBGE, complementa essa informação ao evidenciar que a penetração da tecnologia móvel entre idosos é significativa, alcançando 76,1%. No entanto, a análise detalhada desses dados revela disparidades importantes. Existe uma forte correlação entre níveis educacionais e inclusão digital, com regiões de menor escolaridade apresentando menores taxas de uso de internet e celular. O Nordeste, em particular, apresenta os piores indicadores em praticamente todas as dimensões analisadas. +O seu segundo source também destaca a interseccionalidade entre raça e região, mostrando que idosos pretos e pardos do Nordeste enfrentam as maiores barreiras educacionais. Além disso, a principal barreira para a inclusão digital entre idosos não é o acesso em si, mas sim o "não saber utilizar as tecnologias". Isso reforça a importância de um design de interface que seja intuitivo e que minimize a necessidade de conhecimento prévio extenso, como discutimos anteriormente. +Nível de Escolaridade e Uso de Aplicativos Bancários (Análise de Dados do IBGE): +A análise detalhada presente no seu segundo source estabelece uma correlação muito forte (coeficiente de 0,96) entre escolaridade e o uso de aplicativos bancários. Uma tabela específica no mesmo source revela que nenhum dos participantes com escolaridade fundamental utiliza aplicativos bancários, enquanto todos com escolaridade média ou superior os utilizam. Essa informação é crucial para o seu projeto, pois o público não correntista que busca empréstimos consignados pode ter uma distribuição de níveis de escolaridade que se inclina mais para o fundamental, o que implicaria em uma menor familiaridade com aplicativos bancários e maiores desafios de usabilidade. +Tempo de Execução de Tarefas Digitais e a Idade (Correlação Baseada em Dados do IBGE): +Seu segundo source também aponta para uma correlação positiva forte (coeficiente de 0,87) entre a idade e o tempo de execução de tarefas digitais. Isso significa que, em geral, quanto mais idade, maior o tempo que um indivíduo leva para completar tarefas em ambientes digitais. Essa correlação se alinha com as dificuldades de aprendizado e retenção de memória relacionadas ao envelhecimento, mencionadas no seu primeiro source. Ao projetar a experiência digital para solicitação de empréstimos consignados, é fundamental considerar que os usuários idosos podem precisar de mais tempo para entender as informações, navegar pelos fluxos e completar as etapas do processo. +Superendividamento de Idosos e a Vulnerabilidade Financeira (Dados do IBGE e Banco Central): +O seu terceiro source, que trata da importância da educação financeira na prevenção do superendividamento de idosos por empréstimos consignados, utiliza dados de fontes secundárias como o Relatório de Cidadania Financeira do Banco Central (2022) e pesquisas do IBGE. Embora não detalhe os dados específicos do IBGE sobre endividamento nesse trecho, a menção indica que o instituto possui informações relevantes sobre a crescente preocupação com o número de idosos endividados no Brasil, especialmente em relação aos empréstimos consignados. +O mesmo source também cita a Pesquisa Nacional por Amostra de Domicílios Contínua (PNAD) do IBGE ao revelar que uma parcela significativa dos idosos contrai dívidas não para benefício próprio, mas para auxiliar financeiramente familiares. Aproximadamente 20% dos idosos que recorrem ao crédito consignado o fazem com o objetivo de ajudar parentes, frequentemente sem uma avaliação adequada de sua capacidade de pagamento. Essa prática de solidariedade intergeracional, embora nobre, agrava a vulnerabilidade financeira dos idosos e contribui para o superendividamento. +Implicações para o Design da Experiência Digital no Itaú: +Os dados do IBGE, combinados com as descobertas das pesquisas sobre usabilidade do WhatsApp e aplicativos bancários por idosos presentes nos seus sources, reforçam a urgência de uma abordagem de design inclusiva e centrada no usuário para o seu projeto no Itaú. É crucial considerar: +• +A diversidade do público idoso: As desigualdades regionais, educacionais e raciais impactam diretamente a familiaridade e a capacidade de interação com tecnologias digitais. Uma solução única pode não ser eficaz para todos. +• +O baixo letramento digital de uma parcela significativa: A principal barreira não é o acesso, mas o conhecimento para utilizar as tecnologias. A interface deve ser extremamente intuitiva, com linguagem clara e visualmente acessível. +• +As limitações cognitivas e motoras relacionadas à idade: O design deve levar em conta as dificuldades de visão, tato, aprendizado e retenção de memória comuns em idosos. Ícones grandes, textos legíveis, navegação simples e a possibilidade de desfazer ações são importantes. +• +A vulnerabilidade financeira e a importância da transparência: Dada a preocupação com o superendividamento, o processo de solicitação de empréstimo consignado deve ser o mais transparente possível, com informações claras sobre os termos, condições, riscos e custos envolvidos. Evitar termos técnicos complexos é fundamental. +• +A necessidade de suporte e assistência: Considerando as dificuldades que podem surgir, oferecer canais de ajuda acessíveis e orientações contextuais durante o processo digital pode ser crucial para garantir que os usuários não desistam ou tomem decisões equivocadas. +Ao incorporar esses dados do IBGE na sua análise e no processo de design, você estará melhor equipado para criar uma experiência digital que não apenas facilite o acesso a empréstimos consignados para não correntistas idosos, mas que também promova a inclusão financeira e proteja essa parcela vulnerável da população brasileira. As evidências demonstram a importância de ir além de uma simples digitalização do processo e de realmente adaptar a experiência às necessidades e capacidades dos usuários idosos no contexto brasileiro. \ No newline at end of file diff --git a/src/app/agentConfigs/problematica-contexto-itau.txt b/src/app/agentConfigs/problematica-contexto-itau.txt new file mode 100644 index 00000000..fc74950a --- /dev/null +++ b/src/app/agentConfigs/problematica-contexto-itau.txt @@ -0,0 +1,44 @@ +A problemática central do seu projeto no Itaú gira em torno da criação de uma experiência digital inclusiva e eficaz para a solicitação de empréstimos consignados por não correntistas, um público com alta prevalência de idosos e indivíduos com diferentes graus de letramento digital, incluindo desafios significativos para aqueles com baixo ou nenhum contato prévio com tecnologias. Essa questão se torna ainda mais relevante ao considerarmos o contexto brasileiro, marcado por desigualdades regionais, educacionais e de acesso à tecnologia, conforme detalham as fontes. +Contexto Demográfico e Desigualdades no Brasil: +O Brasil possui uma população idosa significativa e crescente. Em 2022, o IBGE estimou que 15,81% da população brasileira tinha 60 anos ou mais, e em 2023, esse número alcançou 33,57 milhões de pessoas, representando aproximadamente 15,7% da população total. Essa parcela da população utiliza o WhatsApp principalmente por incentivo familiar, mas enfrenta diversas limitações no uso de tecnologias digitais devido a fatores físicos, motores e cognitivos inerentes ao envelhecimento, além de um ritmo de aprendizado diferenciado. +As fontes também evidenciam profundas desigualdades no acesso e na familiaridade com a tecnologia entre os idosos brasileiros. Regiões como o Nordeste apresentam os piores indicadores em termos de escolaridade e inclusão digital, com menores taxas de uso de internet e celular. Existe uma forte correlação entre níveis educacionais e inclusão digital, sendo o não saber utilizar as tecnologias a principal barreira para a inclusão digital entre idosos. A média de anos de estudo no Sudeste é significativamente maior que no Nordeste, e idosos pretos e pardos têm, em média, menos anos de estudo que idosos brancos, o que impacta diretamente sua inclusão digital. +Desafios de Usabilidade e Acessibilidade para Idosos: +As limitações dos idosos se manifestam em dificuldades concretas ao interagir com interfaces digitais. Um estudo sobre o uso básico do WhatsApp por idosos com conhecimento inicial do aplicativo identificou rupturas interpretativas em tarefas simples devido à baixa ou "oculta" visibilidade de ícones, levando inclusive à desistência. Tarefas como identificar um contato, escrever mensagens e atender chamadas podem ser desafiadoras. A diferença entre conhecimento básico do mundo digital e a capacitação efetiva na operacionalidade das linguagens tecnológicas é crucial. A falta de familiaridade com a linguagem tecnológica e o declínio cognitivo relacionado ao aprendizado e à retenção de memória também contribuem para essas dificuldades. +Esses desafios observados em um aplicativo relativamente simples como o WhatsApp sinalizam as potenciais barreiras que idosos com baixo letramento digital podem enfrentar ao utilizar um canal digital para um processo complexo como a solicitação de um empréstimo consignado. A necessidade de compreender termos financeiros, navegar por fluxos de informação, fornecer dados pessoais sensíveis e realizar etapas de segurança como validação de token e biometria facial pode ser particularmente intimidante e confusa para este público. +Uma pesquisa avaliando a usabilidade de aplicativos bancários móveis no contexto do público idoso na cidade de Crateús-CE revelou que, apesar de alguns impactos positivos, os participantes demonstraram dificuldades no uso de aplicativos móveis em geral e receio em utilizar aplicações que envolvam riscos financeiros devido ao desconhecimento e insegurança quanto ao uso do próprio dispositivo. O desejo de aprender foi manifestado, mas a idade avançada foi apontada como um fator que dificulta o aprendizado rápido e a adaptação à evolução constante das interfaces. Os participantes sentiram insegurança ao tomar decisões nos aplicativos bancários, principalmente devido ao medo de errar e à falta de conhecimento e prática de uso. Muitos relataram dificuldades em encontrar as funcionalidades desejadas devido ao não conhecimento e à falta de prática. +Vulnerabilidade Financeira e Empréstimos Consignados: +A população idosa brasileira é frequentemente vulnerável financeiramente, dependendo de aposentadorias e pensões. Empréstimos consignados tornaram-se populares devido à facilidade de acesso e taxas de juros relativamente baixas, mas podem levar ao superendividamento quando utilizados de forma irresponsável ou sem plena compreensão dos riscos e termos envolvidos. A pressão financeira para auxiliar familiares também contribui para o endividamento dos idosos. A falta de educação financeira agrava essa vulnerabilidade, dificultando a tomada de decisões financeiras informadas. +Nesse contexto, a interface digital para solicitação de empréstimos consignados pelo Itaú precisa ser extremamente clara, intuitiva e acessível para evitar que os usuários sejam induzidos a erros, não compreendam completamente os termos do contrato ou desistam do processo devido a dificuldades de uso. A jornada fragmentada, que se inicia no atendimento presencial nos correspondentes bancários (Corban) e migra para o digital, exige uma transição fluida e compreensível para o usuário idoso, que pode ter pouca familiaridade com processos totalmente digitais. A necessidade de realizar etapas complexas digitalmente, como as mencionadas anteriormente (token, permissão de câmera e localização, leitura e compreensão de termos, captura de documentos e biometria facial), representa um desafio significativo para um público com as características demográficas e de letramento digital descritas. +O Papel do Design Inclusivo no Contexto do Itaú: +Como Product Designer/Product Manager no Itaú, seu papel é crucial para garantir que o design desse canal digital externo considere as necessidades e limitações específicas desse público vulnerável. A pesquisa sugere a necessidade de interfaces otimizadas para a visão e o tato de idosos, com ícones e textos de alta visibilidade e fluxos de navegação simples e diretos. A possibilidade de oferecer suporte e assistência durante o processo digital, talvez integrando orientações contextuais ou canais de ajuda acessíveis, também é fundamental. +Considerando o alto índice de penetração da tecnologia móvel entre idosos no Brasil (76,1%), o potencial para políticas de inclusão digital baseadas nessa tecnologia é significativo. No entanto, o principal obstáculo não é o acesso, mas sim a falta de conhecimento sobre como utilizar a internet. Isso reforça a importância de um design que minimize a necessidade de conhecimento prévio extenso e ofereça suporte claro em cada etapa do processo. +Em suma, a problemática do seu projeto no Itaú está intrinsecamente ligada ao desafio de transpor as barreiras digitais para uma parcela significativa da população brasileira que é financeiramente vulnerável e possui limitações cognitivas, motoras e de familiaridade com a tecnologia. Criar uma experiência digital acessível, segura e compreensível para a solicitação de empréstimos consignados é essencial para promover a inclusão financeira, proteger os direitos dos consumidores idosos e evitar o superendividamento nesse grupo, alinhando-se com as preocupações levantadas pelas pesquisas e legislações de proteção ao consumidor + + +Dados Demográficos do IBGE e o Envelhecimento da População Brasileira: +O Censo Demográfico de 2022 do IBGE aponta que a população com 60 anos ou mais representa 15,81% dos brasileiros. Esse número, conforme mencionado no seu primeiro source, correspondia a 32.113.490 pessoas em 2022. Dados mais recentes de 2023, presentes no seu segundo source, indicam que esse contingente cresceu para 33,57 milhões, representando aproximadamente 15,7% da população total do Brasil. Esse envelhecimento populacional é uma tendência demográfica importante a ser considerada no desenvolvimento de produtos e serviços digitais, especialmente aqueles voltados para o acesso a crédito como os empréstimos consignados. +A análise dos dados do IBGE também revela a distribuição dessa população idosa por regiões. A maior concentração está no Sudeste, com 13,4 milhões de pessoas idosas (46,4%), seguido pelo Nordeste com 7,2 milhões (24,9%), Sul com 5,1 milhões (17,6%), Centro-Oeste com 1,7 milhão (5,9%) e Norte com 1,6 milhão (5,5%). Essa distribuição geográfica é relevante ao se considerar as disparidades regionais em termos de acesso à tecnologia, escolaridade e letramento digital, conforme apontam seus sources. +Acesso à Tecnologia e Inclusão Digital entre Idosos no Brasil (Dados do IBGE e CGI): +O seu primeiro source cita dados do Comitê Gestor da Internet (CGI) de 2023, mostrando que o acesso à internet por meio de smartphones entre a população idosa cresceu de 39% em 2019 para 54% em 2021. Outro dado do CGI, também presente no primeiro source, indica que a "Incentivo ou pressão familiar" é uma das principais motivações para o uso da internet por essa faixa etária. +Seu segundo source, ao analisar dados das tabelas_idosos do IBGE, complementa essa informação ao evidenciar que a penetração da tecnologia móvel entre idosos é significativa, alcançando 76,1%. No entanto, a análise detalhada desses dados revela disparidades importantes. Existe uma forte correlação entre níveis educacionais e inclusão digital, com regiões de menor escolaridade apresentando menores taxas de uso de internet e celular. O Nordeste, em particular, apresenta os piores indicadores em praticamente todas as dimensões analisadas. +O seu segundo source também destaca a interseccionalidade entre raça e região, mostrando que idosos pretos e pardos do Nordeste enfrentam as maiores barreiras educacionais. Além disso, a principal barreira para a inclusão digital entre idosos não é o acesso em si, mas sim o "não saber utilizar as tecnologias". Isso reforça a importância de um design de interface que seja intuitivo e que minimize a necessidade de conhecimento prévio extenso, como discutimos anteriormente. +Nível de Escolaridade e Uso de Aplicativos Bancários (Análise de Dados do IBGE): +A análise detalhada presente no seu segundo source estabelece uma correlação muito forte (coeficiente de 0,96) entre escolaridade e o uso de aplicativos bancários. Uma tabela específica no mesmo source revela que nenhum dos participantes com escolaridade fundamental utiliza aplicativos bancários, enquanto todos com escolaridade média ou superior os utilizam. Essa informação é crucial para o seu projeto, pois o público não correntista que busca empréstimos consignados pode ter uma distribuição de níveis de escolaridade que se inclina mais para o fundamental, o que implicaria em uma menor familiaridade com aplicativos bancários e maiores desafios de usabilidade. +Tempo de Execução de Tarefas Digitais e a Idade (Correlação Baseada em Dados do IBGE): +Seu segundo source também aponta para uma correlação positiva forte (coeficiente de 0,87) entre a idade e o tempo de execução de tarefas digitais. Isso significa que, em geral, quanto mais idade, maior o tempo que um indivíduo leva para completar tarefas em ambientes digitais. Essa correlação se alinha com as dificuldades de aprendizado e retenção de memória relacionadas ao envelhecimento, mencionadas no seu primeiro source. Ao projetar a experiência digital para solicitação de empréstimos consignados, é fundamental considerar que os usuários idosos podem precisar de mais tempo para entender as informações, navegar pelos fluxos e completar as etapas do processo. +Superendividamento de Idosos e a Vulnerabilidade Financeira (Dados do IBGE e Banco Central): +O seu terceiro source, que trata da importância da educação financeira na prevenção do superendividamento de idosos por empréstimos consignados, utiliza dados de fontes secundárias como o Relatório de Cidadania Financeira do Banco Central (2022) e pesquisas do IBGE. Embora não detalhe os dados específicos do IBGE sobre endividamento nesse trecho, a menção indica que o instituto possui informações relevantes sobre a crescente preocupação com o número de idosos endividados no Brasil, especialmente em relação aos empréstimos consignados. +O mesmo source também cita a Pesquisa Nacional por Amostra de Domicílios Contínua (PNAD) do IBGE ao revelar que uma parcela significativa dos idosos contrai dívidas não para benefício próprio, mas para auxiliar financeiramente familiares. Aproximadamente 20% dos idosos que recorrem ao crédito consignado o fazem com o objetivo de ajudar parentes, frequentemente sem uma avaliação adequada de sua capacidade de pagamento. Essa prática de solidariedade intergeracional, embora nobre, agrava a vulnerabilidade financeira dos idosos e contribui para o superendividamento. +Implicações para o Design da Experiência Digital no Itaú: +Os dados do IBGE, combinados com as descobertas das pesquisas sobre usabilidade do WhatsApp e aplicativos bancários por idosos presentes nos seus sources, reforçam a urgência de uma abordagem de design inclusiva e centrada no usuário para o seu projeto no Itaú. É crucial considerar: +• +A diversidade do público idoso: As desigualdades regionais, educacionais e raciais impactam diretamente a familiaridade e a capacidade de interação com tecnologias digitais. Uma solução única pode não ser eficaz para todos. +• +O baixo letramento digital de uma parcela significativa: A principal barreira não é o acesso, mas o conhecimento para utilizar as tecnologias. A interface deve ser extremamente intuitiva, com linguagem clara e visualmente acessível. +• +As limitações cognitivas e motoras relacionadas à idade: O design deve levar em conta as dificuldades de visão, tato, aprendizado e retenção de memória comuns em idosos. Ícones grandes, textos legíveis, navegação simples e a possibilidade de desfazer ações são importantes. +• +A vulnerabilidade financeira e a importância da transparência: Dada a preocupação com o superendividamento, o processo de solicitação de empréstimo consignado deve ser o mais transparente possível, com informações claras sobre os termos, condições, riscos e custos envolvidos. Evitar termos técnicos complexos é fundamental. +• +A necessidade de suporte e assistência: Considerando as dificuldades que podem surgir, oferecer canais de ajuda acessíveis e orientações contextuais durante o processo digital pode ser crucial para garantir que os usuários não desistam ou tomem decisões equivocadas. +Ao incorporar esses dados do IBGE na sua análise e no processo de design, você estará melhor equipado para criar uma experiência digital que não apenas facilite o acesso a empréstimos consignados para não correntistas idosos, mas que também promova a inclusão financeira e proteja essa parcela vulnerável da população brasileira. As evidências demonstram a importância de ir além de uma simples digitalização do processo e de realmente adaptar a experiência às necessidades e capacidades dos usuários idosos no contexto brasileiro. \ No newline at end of file diff --git a/src/app/agentConfigs/protopersona b/src/app/agentConfigs/protopersona new file mode 100644 index 00000000..b22ddb27 --- /dev/null +++ b/src/app/agentConfigs/protopersona @@ -0,0 +1,12 @@ +Cliente com Benefício (Hipótese de Compreensão e Papel Ativo): +• Pode ser que o cliente com benefício veja o crédito como uma forma de acessar dinheiro de forma segura e confie na instituição financeira, mas é incerto até que ponto ele compreende os detalhes do processo ou se sente à vontade com o uso da tecnologia. +• É necessário investigar se ele prefere ter um papel mais ativo, acompanhando todas as etapas, ou se seria mais adequado que uma pessoa de confiança ou o atendente do Corban assuma um papel mais central na execução do fluxo. +• A validação deve explorar o nível de clareza necessário para que ele se sinta confortável e seguro no processo +Atendente do Corban (Hipótese de Facilitação e Suporte): +• Pode-se supor que o atendente atua não apenas como facilitador, mas também como uma espécie de consultor para o cliente, adaptando a abordagem conforme a capacidade de entendimento do usuário. No entanto, não se sabe até que ponto ele está preparado para lidar com diferentes perfis. +• É importante investigar se o treinamento que ele recebe e as ferramentas que utiliza são realmente eficazes para oferecer o suporte necessário, especialmente para pessoas com menos letramento digital. +• A validação deste perfil deve explorar se a presença do atendente de fato influencia a experiência do cliente e como ele percebe seu papel na conclusão do processo. +Pessoa de Confiança ou Familiar (Hipótese de Apoio e Intermediação): +• Presume-se que essa pessoa possa atuar como intermediária, ajudando o cliente com benefício a concluir o processo, mas é necessário investigar até que ponto ela entende o que é esperado dela. +• É incerto se essa pessoa possui o conhecimento necessário para guiar o cliente de maneira adequada, ou se ela também pode enfrentar dificuldades técnicas ou de compreensão durante o fluxo. +• A validação deve considerar como essa figura de apoio pode impactar a sensação de segurança do cliente e se o processo se torna mais fácil ou mais complicado com a sua intermediação. \ No newline at end of file diff --git a/src/app/agentConfigs/protopersona.txt b/src/app/agentConfigs/protopersona.txt new file mode 100644 index 00000000..b22ddb27 --- /dev/null +++ b/src/app/agentConfigs/protopersona.txt @@ -0,0 +1,12 @@ +Cliente com Benefício (Hipótese de Compreensão e Papel Ativo): +• Pode ser que o cliente com benefício veja o crédito como uma forma de acessar dinheiro de forma segura e confie na instituição financeira, mas é incerto até que ponto ele compreende os detalhes do processo ou se sente à vontade com o uso da tecnologia. +• É necessário investigar se ele prefere ter um papel mais ativo, acompanhando todas as etapas, ou se seria mais adequado que uma pessoa de confiança ou o atendente do Corban assuma um papel mais central na execução do fluxo. +• A validação deve explorar o nível de clareza necessário para que ele se sinta confortável e seguro no processo +Atendente do Corban (Hipótese de Facilitação e Suporte): +• Pode-se supor que o atendente atua não apenas como facilitador, mas também como uma espécie de consultor para o cliente, adaptando a abordagem conforme a capacidade de entendimento do usuário. No entanto, não se sabe até que ponto ele está preparado para lidar com diferentes perfis. +• É importante investigar se o treinamento que ele recebe e as ferramentas que utiliza são realmente eficazes para oferecer o suporte necessário, especialmente para pessoas com menos letramento digital. +• A validação deste perfil deve explorar se a presença do atendente de fato influencia a experiência do cliente e como ele percebe seu papel na conclusão do processo. +Pessoa de Confiança ou Familiar (Hipótese de Apoio e Intermediação): +• Presume-se que essa pessoa possa atuar como intermediária, ajudando o cliente com benefício a concluir o processo, mas é necessário investigar até que ponto ela entende o que é esperado dela. +• É incerto se essa pessoa possui o conhecimento necessário para guiar o cliente de maneira adequada, ou se ela também pode enfrentar dificuldades técnicas ou de compreensão durante o fluxo. +• A validação deve considerar como essa figura de apoio pode impactar a sensação de segurança do cliente e se o processo se torna mais fácil ou mais complicado com a sua intermediação. \ No newline at end of file diff --git a/src/app/agentConfigs/utils.ts b/src/app/agentConfigs/utils.ts index 812e41f3..59515dd9 100644 --- a/src/app/agentConfigs/utils.ts +++ b/src/app/agentConfigs/utils.ts @@ -73,17 +73,7 @@ export const openCameraTool: Tool = { /** * Tool para pegar valor correto do consig */ -export const getInterestRateTool: Tool = { - name: "get_interest_rate", - description: "Busca a taxa SELIC diária na API pública do Banco Central", - func: async () => { - // fetch é suportado no ambiente edge/serverless - const res = await fetch( - "https://api.bcb.gov.br/dados/serie/bcdata.sgs.432/dados/ultimos/1?formato=json" - ); - const json = await res.json(); - // o resultado é [{data: "dd/MM/yyyy", valor: "x,xxxx"}] - const valor = parseFloat(json[0].valor.replace(",", ".")); - return JSON.stringify({ rate: valor }); - }, +export const getCurrentRateTool: Tool = { + name: "get_current_rate", + description: "Retorna a taxa atual de crédito consignado (em % a.m.) para o Itaú", }; \ No newline at end of file diff --git a/src/app/simple/page.tsx b/src/app/simple/page.tsx index 6de62f09..64a40939 100644 --- a/src/app/simple/page.tsx +++ b/src/app/simple/page.tsx @@ -14,7 +14,8 @@ export default function SimplePage() { const [uiEvents, setUiEvents] = useState([]); const [cameraRequests, setCameraRequests] = useState([]); const [cameraStream, setCameraStream] = useState(null); - + const [currentTime, setCurrentTime] = useState(""); + const pcRef = useRef(null); const dcRef = useRef(null); const audioRef = useRef(null); @@ -22,7 +23,23 @@ export default function SimplePage() { useEffect(() => { startConnection(); - return () => { stopConnection(); closeCamera(); }; + + // Atualizar o relógio a cada segundo + const updateClock = () => { + const now = new Date(); + const hours = now.getHours().toString().padStart(2, '0'); + const minutes = now.getMinutes().toString().padStart(2, '0'); + setCurrentTime(`${hours}:${minutes}`); + }; + + updateClock(); // Inicializar imediatamente + const clockInterval = setInterval(updateClock, 60000); // Atualizar a cada minuto + + return () => { + stopConnection(); + closeCamera(); + clearInterval(clockInterval); + }; }, []); // Quando receber o stream, anexa ao