Article(id=1324050957633454146, tenantId=1146029695717560320, journalId=1227665162245664772, issueId=1324050669933572771, articleNumber=null, orderNo=null, doi=10.20043/j.cnki.MPM.202511448, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1764259200000, receivedDateStr=2025-11-28, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1793607947977, onlineDateStr=2026-11-02, pubDate=1778342400000, pubDateStr=2026-05-10, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793607947977, onlineIssueDateStr=2026-11-02, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793607947977, creator=13701087609, updateTime=1793607947977, updator=13701087609, issue=Issue{id=1324050669933572771, tenantId=1146029695717560320, journalId=1227665162245664772, year='2026', volume='53', issue='9', pageStart='1537', pageEnd='1728', issueExtLink='null', onlineDate='null', pubDate='1778342400000', pubDateStr='2026-05-10', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1793607879384, creator='13701087609', updateTime=1793670100562, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1324311644528050975, tenantId=1146029695717560320, journalId=1227665162245664772, issueId=1324050669933572771, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1324311644528050976, tenantId=1146029695717560320, journalId=1227665162245664772, issueId=1324050669933572771, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=1670, endPage=1675, ext={EN=ArticleExt(id=1324050959462170691, articleId=1324050957633454146, tenantId=1146029695717560320, journalId=1227665162245664772, language=EN, title=Smart health and eldercare devices usage among middle-aged and older adults in Yunnan Province, columnId=1228016572451718132, journalTitle=Modern Preventive Medicine, columnName=Health and Social Behavior, runingTitle=null, highlight=null, articleAbstract=
Objective To analyze the prevalence and usage of smart health and eldercare devices among middle-aged and older adults in Yunnan Province, and to compare disparities across different groups.
Methods A stratified random cluster sampling method was employed. Face-to-face questionnaire surveys were conducted among adults aged 45 and above from 6 prefectures (cities) in Yunnan Province, yielding 2 595 valid questionnaires. Data were analyzed using Stata 15.1.
Results The prevalence of devices ranked as follows: smartphones (83.55%), smart TVs (77.88%), video surveillance (36.30%), etc., with fall alarms being the lowest (1.19%). A notable decline was observed from device ownership rate to usage rate and proficiency rate, indicating an “ownership-usage-proficiency” efficacy decay. Smartphones had the highest prevalence (83.55%) and regular usage rate (60.42%), while smart TVs had the highest proficient usage rate (49.83%). Fall alarms had the lowest rates in prevalence (1.19%), regular usage (0.35%), and proficient usage (0.19%). Significant differences in device prevalence, regular usage rate, and proficient usage rate were found across ethnic and age groups, whereas no significant differences were observed between genders.
Conclusion The prevalence and use of smart health and eldercare devices (except for smart cell phones and TVs) among the middle-aged older adults in Yunnan Province are low overall, and there are significant ethnic and age differences.
, authors=Juan CHEN, Fei-heng GAO, Tan-zhen ZHANG, Hong-yu WEI, Rui DENG, Yuan HUANG, Chao-fang YAN, authorsList=Juan CHEN, Fei-heng GAO, Tan-zhen ZHANG, Hong-yu WEI, Rui DENG, Yuan HUANG, Chao-fang YAN, authorCompany=null, correspAuthors=Chao-fang YAN, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1324050961903255624, articleId=1324050957633454146, tenantId=1146029695717560320, journalId=1227665162245664772, language=CN, title=云南省中老年人智慧健康养老设备使用现状分析, columnId=1228016572640461823, journalTitle=现代预防医学, columnName=健康与社会行为, runingTitle=null, highlight=null, articleAbstract=
目的 分析云南省中老年人智慧健康养老设备的普及与使用现状,比较其在不同群体间的差异。
方法 采用分层随机整群抽样,对云南省6个州(市)45岁以上中老年人开展面对面问卷调查(有效问卷2 595份),使用Stata 15.1进行统计分析。
结果 设备普及率从高到低依次为智能手机、智能电视、视频监控等,分别为83.55%、77.88%、36.30%,跌倒报警器最低,为1.19%。普及率、使用率和熟练使用率存在显著“拥有-使用-熟练”效能衰减。智能手机是普及率和经常使用率最高的设备,分别为83.55%、60.42%,智能电视熟练使用率最高,为49.83%,而跌倒报警器的普及率、经常使用率和熟练使用率均最低,分别为1.19%、0.35%、0.19%。设备普及率、经常使用率与熟练使用率在民族、年龄组间差异显著,性别间差异不明显。
结论 云南省中老年人智慧健康养老设备(除手机、电视外)普及和使用水平整体较低,且存在民族与年龄差异。
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陈娟(2001—),女,硕士在读,研究方向:智慧健康养老及健康管理服务
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本刊刊出的所有文章不代表中华预防医学会和本刊编委会的观点,除非特别声明。, copyrightOwner=中华预防医学会和四川大学华西公共卫生学院, extLink=null, articleAbsUrl=null, sourceXml=VaTtkmvkHK2S55cvrDA5jQ==, magXml=08JAc7flPpEsqwGT+1mZoA==, pdfUrl=null, pdf=S1dQvcXDHlcCnJuxYAhdkA==, pdfFileSize=959372, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=gPNmZt7qs4DfzdMAf1vbtg==, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=XR6OtrF3pPXhbGRQdDzCwQ==, mapNumber=null, fund=null)}, authors=[Author(id=1324050963811663949, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1324050963954270287, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, authorId=1324050963811663949, language=EN, stringName=Juan CHEN, firstName=Juan, middleName=null, lastName=CHEN, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=School of Public Health, Kunming Medical University, Kunming, Yunnan 650500, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1324050964029767760, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, authorId=1324050963811663949, language=CN, stringName=陈娟, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=昆明医科大学公共卫生学院,云南 昆明 650500, bio={"content":"
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9(5): 38-53. (In Chinese), articleTitle=Research on factors influencing the intention of the elderly to use smart home-based elderly care systems, refAbstract=null)], funds=[Fund(id=1324050969348145278, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, awardId=202401AY070001-063, language=CN, fundingSource=云南省科技厅-昆明医科大学应用基础研究联合专项资金面上项目(202401AY070001-063), fundOrder=null, country=null), Fund(id=1324050969432031359, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, awardId=202401AT070178, language=CN, fundingSource=云南省基础研究计划(202401AT070178), fundOrder=null, country=null), Fund(id=1324050969515917440, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, awardId=2024CX08, language=CN, fundingSource=云南省哲学社会科学创新团队(2024CX08), fundOrder=null, country=null), Fund(id=1324050969595609217, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, awardId=2025S164, language=CN, fundingSource=昆明医科大学2025年研究生教育创新基金(2025S164), fundOrder=null, country=null)], companyList=[AuthorCompany(id=1324050962234605641, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, xref=null, ext=[AuthorCompanyExt(id=1324050962251382858, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, companyId=1324050962234605641, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Public Health, Kunming Medical University, Kunming, Yunnan 650500, China), AuthorCompanyExt(id=1324050962259771467, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, companyId=1324050962234605641, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=昆明医科大学公共卫生学院,云南 昆明 650500)])], figs=[ArticleFig(id=1324050966391160949, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, language=EN, label=Figure 1, caption=
Overview of smart healthy aging related device usage, figureFileSmall=qOt68TbmKIoSSXFRfvtpTg==, figureFileBig=gPNmZt7qs4DfzdMAf1vbtg==, tableContent=null), ArticleFig(id=1324050966726705270, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, language=CN, label=图1, caption=
智慧健康养老相关设备使用概况, figureFileSmall=qOt68TbmKIoSSXFRfvtpTg==, figureFileBig=gPNmZt7qs4DfzdMAf1vbtg==, tableContent=null), ArticleFig(id=1324050968559616120, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, language=EN, label=Table 1, caption=
Analysis of differences in smart device prevalence rates across demographic characteristics [n(%)]
, figureFileSmall=null, figureFileBig=null, tableContent=
| 特征 | | 智能手机 | 电脑/平板 | 健康手环 | 体脂秤 | 烟雾报警器 | 跌倒报警器 | 视频监控 | 智能家居 | 智能门锁 | 智能电视 | 智能音响 | 扫地机器人 |
|---|
| 民族 | 汉族 | 1 429 (82.08) | 684 (39.29) | 213 (12.23) | 261 (14.99) | 154 (8.85) | 27 (1.55) | 504 (28.95) | 78 (4.48) | 237 (13.61) | 1 334 (76.62) | 310 (17.81) | 135 (7.75) |
| 少数民族 | 739 (86.53) | 264 (30.91) | 51 (5.97) | 65 (7.61) | 28 (3.28) | 4 (0.47) | 438 (51.29) | 53 (6.21) | 57 (6.67) | 687 (80.44) | 258 (30.21) | 25 (2.93) |
| P值 | 0.004 | 0.003 | <0.001 | <0.001 | <0.001 | 0.017 | <0.001 | 0.059 | <0.001 | 0.027 | <0.001 | <0.001 |
| 年龄 | 中年组 | 968 (95.75) | 388 (38.38) | 164 (16.22) | 153 (15.13) | 68 (6.73) | 9 (0.89) | 431 (42.63) | 66 (6.53) | 118 (11.67) | 820 (81.11) | 252 (24.93) | 61 (6.03) |
| 老年组 | 1 200 (75.76) | 519 (32.77) | 100 (6.31) | 173 (10.92) | 114 (7.20) | 22 (1.39) | 511 (32.26) | 65 (4.10) | 176 (11.11) | 1 201 (75.82) | 316 (19.95) | 99 (6.25) |
| P值 | <0.001 | 0.003 | <0.001 | 0.002 | 0.647 | 0.254 | <0.001 | 0.006 | 0.66 | 0.002 | 0.003 | 0.82 |
| 性别 | 男 | 888 (81.32) | 355 (32.51) | 119 (10.90) | 119 (10.90) | 84 (7.69) | 11 (1.01) | 409 (37.45) | 50 (4.58) | 106 (9.71) | 849 (77.75) | 236 (21.61) | 48 (4.40) |
| 女 | 1 280 (85.16) | 552 (36.73) | 145 (9.65) | 207 (13.77) | 98 (6.52) | 20 (1.33) | 533 (35.46) | 81 (5.39) | 188 (12.51) | 1 172 (77.98) | 332 (22.09) | 112 (7.45) |
| P值 | 0.009 | 0.026 | 0.298 | 0.029 | 0.248 | 0.454 | 0.298 | 0.352 | 0.026 | 0.889 | 0.772 | 0.001 |
), ArticleFig(id=1324050968798691449, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, language=CN, label=表1, caption=
不同人口学特征群体间智能设备普及率的差异分析[n(%)]
, figureFileSmall=null, figureFileBig=null, tableContent=
| 特征 | | 智能手机 | 电脑/平板 | 健康手环 | 体脂秤 | 烟雾报警器 | 跌倒报警器 | 视频监控 | 智能家居 | 智能门锁 | 智能电视 | 智能音响 | 扫地机器人 |
|---|
| 民族 | 汉族 | 1 429 (82.08) | 684 (39.29) | 213 (12.23) | 261 (14.99) | 154 (8.85) | 27 (1.55) | 504 (28.95) | 78 (4.48) | 237 (13.61) | 1 334 (76.62) | 310 (17.81) | 135 (7.75) |
| 少数民族 | 739 (86.53) | 264 (30.91) | 51 (5.97) | 65 (7.61) | 28 (3.28) | 4 (0.47) | 438 (51.29) | 53 (6.21) | 57 (6.67) | 687 (80.44) | 258 (30.21) | 25 (2.93) |
| P值 | 0.004 | 0.003 | <0.001 | <0.001 | <0.001 | 0.017 | <0.001 | 0.059 | <0.001 | 0.027 | <0.001 | <0.001 |
| 年龄 | 中年组 | 968 (95.75) | 388 (38.38) | 164 (16.22) | 153 (15.13) | 68 (6.73) | 9 (0.89) | 431 (42.63) | 66 (6.53) | 118 (11.67) | 820 (81.11) | 252 (24.93) | 61 (6.03) |
| 老年组 | 1 200 (75.76) | 519 (32.77) | 100 (6.31) | 173 (10.92) | 114 (7.20) | 22 (1.39) | 511 (32.26) | 65 (4.10) | 176 (11.11) | 1 201 (75.82) | 316 (19.95) | 99 (6.25) |
| P值 | <0.001 | 0.003 | <0.001 | 0.002 | 0.647 | 0.254 | <0.001 | 0.006 | 0.66 | 0.002 | 0.003 | 0.82 |
| 性别 | 男 | 888 (81.32) | 355 (32.51) | 119 (10.90) | 119 (10.90) | 84 (7.69) | 11 (1.01) | 409 (37.45) | 50 (4.58) | 106 (9.71) | 849 (77.75) | 236 (21.61) | 48 (4.40) |
| 女 | 1 280 (85.16) | 552 (36.73) | 145 (9.65) | 207 (13.77) | 98 (6.52) | 20 (1.33) | 533 (35.46) | 81 (5.39) | 188 (12.51) | 1 172 (77.98) | 332 (22.09) | 112 (7.45) |
| P值 | 0.009 | 0.026 | 0.298 | 0.029 | 0.248 | 0.454 | 0.298 | 0.352 | 0.026 | 0.889 | 0.772 | 0.001 |
), ArticleFig(id=1324050968869994618, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, language=EN, label=Table 2, caption=
Analysis of differences in smart device regular usage across demographic characteristics [n(%)]
, figureFileSmall=null, figureFileBig=null, tableContent=
| 特征 | | 智能手机 | 电脑/平板 | 健康手环 | 体脂秤 | 烟雾报警器 | 跌倒报警器 | 视频监控 | 智能家居 | 智能门锁 | 智能电视 | 智能音响 | 扫地机器人 |
|---|
| 民族 | 汉族 | 1 028 (71.94) | 168 (26.13) | 167 (78.40) | 184 (70.50) | 78 (50.00) | 8 (29.63) | 280 (55.45) | 865 (64.84) | 168 (54.19) | 54 (70.13) | 194 (81.51) | 89 (64.96) |
| 少数民族 | 540 (73.07) | 50 (18.94) | 27 (52.94) | 54 (83.08) | 17 (60.71) | 1 (25.00) | 270 (61.50) | 444 (64.63) | 128 (49.61) | 49 (92.45) | 44 (77.19) | 13 (52.00) |
| P值 | 0.121 | 0.019 | 0.001 | 0.092 | 0.579 | 0.849 | 0.154 | 0.396 | 0.119 | 0.007 | 0.265 | 0.418 |
| 年龄 | 中年组 | 808 (83.47) | 143 (36.86) | 120 (73.17) | 121 (79.08) | 38 (55.88) | 3 (33.33) | 303 (70.14) | 540 (65.85) | 146 (57.94) | 59 (89.39) | 102 (85.71) | 44 (70.97) |
| 老年组 | 760 (63.33) | 75 (14.45) | 74 (74.00) | 117 (67.63) | 57 (49.14) | 6 (27.27) | 247 (48.24) | 769 (64.03) | 150 (47.47) | 44 (68.75) | 136 (77.27) | 58 (58.00) |
| P值 | <0.001 | <0.001 | 0.844 | 0.059 | 0.433 | 0.736 | <0.001 | 0.071 | <0.001 | 0.015 | 0.197 | 0.081 |
| 性别 | 男 | 648 (72.97) | 91 (25.63) | 82 (68.91) | 81 (68.07) | 46 (54.12) | 1 (9.09) | 252 (61.31) | 567 (67.42) | 126 (53.39) | 40 (81.63) | 86 (80.37) | 25 (52.08) |
| 女 | 920 (71.88) | 127 (23.01) | 112 (77.24) | 157 (75.85) | 49 (49.49) | 8 (40.00) | 298 (55.91) | 742 (63.31) | 170 (51.20) | 63 (77.78) | 152 (80.85) | 77 (67.54) |
| P值 | 0.038 | 0.565 | 0.124 | 0.303 | 0.405 | 0.07 | 0.203 | 0.259 | 0.785 | 0.871 | 0.868 | 0.007 |
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设备经常使用率在不同群体间的差异分析[n(%)]
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| 特征 | | 智能手机 | 电脑/平板 | 健康手环 | 体脂秤 | 烟雾报警器 | 跌倒报警器 | 视频监控 | 智能家居 | 智能门锁 | 智能电视 | 智能音响 | 扫地机器人 |
|---|
| 民族 | 汉族 | 1 028 (71.94) | 168 (26.13) | 167 (78.40) | 184 (70.50) | 78 (50.00) | 8 (29.63) | 280 (55.45) | 865 (64.84) | 168 (54.19) | 54 (70.13) | 194 (81.51) | 89 (64.96) |
| 少数民族 | 540 (73.07) | 50 (18.94) | 27 (52.94) | 54 (83.08) | 17 (60.71) | 1 (25.00) | 270 (61.50) | 444 (64.63) | 128 (49.61) | 49 (92.45) | 44 (77.19) | 13 (52.00) |
| P值 | 0.121 | 0.019 | 0.001 | 0.092 | 0.579 | 0.849 | 0.154 | 0.396 | 0.119 | 0.007 | 0.265 | 0.418 |
| 年龄 | 中年组 | 808 (83.47) | 143 (36.86) | 120 (73.17) | 121 (79.08) | 38 (55.88) | 3 (33.33) | 303 (70.14) | 540 (65.85) | 146 (57.94) | 59 (89.39) | 102 (85.71) | 44 (70.97) |
| 老年组 | 760 (63.33) | 75 (14.45) | 74 (74.00) | 117 (67.63) | 57 (49.14) | 6 (27.27) | 247 (48.24) | 769 (64.03) | 150 (47.47) | 44 (68.75) | 136 (77.27) | 58 (58.00) |
| P值 | <0.001 | <0.001 | 0.844 | 0.059 | 0.433 | 0.736 | <0.001 | 0.071 | <0.001 | 0.015 | 0.197 | 0.081 |
| 性别 | 男 | 648 (72.97) | 91 (25.63) | 82 (68.91) | 81 (68.07) | 46 (54.12) | 1 (9.09) | 252 (61.31) | 567 (67.42) | 126 (53.39) | 40 (81.63) | 86 (80.37) | 25 (52.08) |
| 女 | 920 (71.88) | 127 (23.01) | 112 (77.24) | 157 (75.85) | 49 (49.49) | 8 (40.00) | 298 (55.91) | 742 (63.31) | 170 (51.20) | 63 (77.78) | 152 (80.85) | 77 (67.54) |
| P值 | 0.038 | 0.565 | 0.124 | 0.303 | 0.405 | 0.07 | 0.203 | 0.259 | 0.785 | 0.871 | 0.868 | 0.007 |
), ArticleFig(id=1324050969155207292, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, language=EN, label=Table 3, caption=
Analysis of differences in smart device proficiency usage across demographic characteristics [n(%)]
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| 特征 | | 智能手机 | 电脑/平板 | 健康手环 | 体脂秤 | 烟雾报警器 | 跌倒报警器 | 视频监控 | 智能家居 | 智能门锁 | 智能电视 | 智能音响 | 扫地机器人 |
|---|
| 民族 | 汉族 | 827 (57.87) | 178 (27.68) | 178 (83.57) | 181 (69.35) | 67 (42.95) | 4 (14.81) | 225 (44.55) | 829 (62.14) | 169 (54.52) | 50 (64.94) | 192 (80.67) | 86 (62.77) |
| 少数民族 | 418 (20.03) | 53 (20.08) | 31 (60.78) | 53 (81.54) | 18 (64.29) | 1 (25.00) | 244 (55.58) | 464 (67.54) | 125 (48.45) | 47 (88.68) | 41 (71.93) | 11 (44.00) |
| P值 | 0.271 | 0.017 | <0.001 | 0.148 | 0.111 | 0.847 | 0.003 | 0.03 | 0.205 | 0.009 | 0.328 | 0.164 |
| 年龄 | 中年组 | 681 (70.35) | 154 (39.69) | 130 (79.27) | 124 (81.05) | 36 (52.94) | 3 (33.33) | 276 (63.89) | 555 (67.68) | 161 (63.89) | 58 (87.88) | 101 (84.87) | 39 (62.90) |
| 老年组 | 564 (47.00) | 77 (14.84) | 79 (79.00) | 110 (63.58) | 49 (42.24) | 2 (9.09) | 193 (37.70) | 738 (61.45) | 133 (42.09) | 39 (60.94) | 132 (75.00) | 58 (58.00) |
| P值 | <0.001 | <0.001 | 0.756 | 0.087 | 0.088 | 0.006 | <0.001 | 0.001 | <0.001 | 0.002 | 0.121 | <0.001 |
| 性别 | 男 | 530 (59.68) | 103 (29.01) | 89 (74.79) | 82 (68.91) | 42 (49.41) | 0 (0.00) | 221 (53.77) | 564 (67.06) | 126 (53.39) | 38 (77.55) | 84 (78.50) | 26 (54.17) |
| 女 | 715 (55.86) | 128 (23.19) | 120 (82.76) | 152 (73.43) | 43 (43.43) | 5 (25.00) | 248 (46.53) | 729 (62.20) | 168 (50.60) | 59 (72.84) | 149 (79.26) | 71 (62.28) |
| P值 | 0.087 | 0.081 | 0.273 | 0.678 | 0.713 | 0.131 | 0.077 | 0.102 | 0.744 | 0.836 | 0.489 | 0.604 |
), ArticleFig(id=1324050969234899069, tenantId=1146029695717560320, journalId=1227665162245664772, articleId=1324050957633454146, language=CN, label=表3, caption=
设备熟练使用率在不同群体间的差异分析[n(%)]
, figureFileSmall=null, figureFileBig=null, tableContent=
| 特征 | | 智能手机 | 电脑/平板 | 健康手环 | 体脂秤 | 烟雾报警器 | 跌倒报警器 | 视频监控 | 智能家居 | 智能门锁 | 智能电视 | 智能音响 | 扫地机器人 |
|---|
| 民族 | 汉族 | 827 (57.87) | 178 (27.68) | 178 (83.57) | 181 (69.35) | 67 (42.95) | 4 (14.81) | 225 (44.55) | 829 (62.14) | 169 (54.52) | 50 (64.94) | 192 (80.67) | 86 (62.77) |
| 少数民族 | 418 (20.03) | 53 (20.08) | 31 (60.78) | 53 (81.54) | 18 (64.29) | 1 (25.00) | 244 (55.58) | 464 (67.54) | 125 (48.45) | 47 (88.68) | 41 (71.93) | 11 (44.00) |
| P值 | 0.271 | 0.017 | <0.001 | 0.148 | 0.111 | 0.847 | 0.003 | 0.03 | 0.205 | 0.009 | 0.328 | 0.164 |
| 年龄 | 中年组 | 681 (70.35) | 154 (39.69) | 130 (79.27) | 124 (81.05) | 36 (52.94) | 3 (33.33) | 276 (63.89) | 555 (67.68) | 161 (63.89) | 58 (87.88) | 101 (84.87) | 39 (62.90) |
| 老年组 | 564 (47.00) | 77 (14.84) | 79 (79.00) | 110 (63.58) | 49 (42.24) | 2 (9.09) | 193 (37.70) | 738 (61.45) | 133 (42.09) | 39 (60.94) | 132 (75.00) | 58 (58.00) |
| P值 | <0.001 | <0.001 | 0.756 | 0.087 | 0.088 | 0.006 | <0.001 | 0.001 | <0.001 | 0.002 | 0.121 | <0.001 |
| 性别 | 男 | 530 (59.68) | 103 (29.01) | 89 (74.79) | 82 (68.91) | 42 (49.41) | 0 (0.00) | 221 (53.77) | 564 (67.06) | 126 (53.39) | 38 (77.55) | 84 (78.50) | 26 (54.17) |
| 女 | 715 (55.86) | 128 (23.19) | 120 (82.76) | 152 (73.43) | 43 (43.43) | 5 (25.00) | 248 (46.53) | 729 (62.20) | 168 (50.60) | 59 (72.84) | 149 (79.26) | 71 (62.28) |
| P值 | 0.087 | 0.081 | 0.273 | 0.678 | 0.713 | 0.131 | 0.077 | 0.102 | 0.744 | 0.836 | 0.489 | 0.604 |
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