Data structure topic model (LDA analyses) – Pre-COVID-19 crisis
| Pre-COVID-19 crisis: topic model (LDA analyses) | |||
|---|---|---|---|
| LDA keywords | First-order labels | Aggregate-order labels | Aggregate LDA with open coding |
| T1: cowork, check, read, list, show, articl, play, readi, latest, post | Podcasting coworking space knowledge/news in the online sphere | Using the coworking model as a storytelling device for social change (building inclusive communities) | Inclusive CWs as innovation (Cognitive Dimension) |
| T2: cowork, space, share, talk, find, top, women, tech, develop, creativ | Using testimonials to develop inclusive digital platform communities (women, minorities) | ||
| T3: open, locat, cowork, citi, build, compani, real, hous, founder, center | Making sense of the future of the coworking industry: from cases of bankruptcy to newcomers and expansions (opening/closing doors) | Making sense of the future of the coworking trend | Debate on the CWs future trends (Cognitive Dimension) |
| T4: offic, space, offer, call, privat, servic, flexibl, info, rent, suit | Showcasing value of the coworking model through business-centric workplace configuration | Leveraging the coworking model to afford business development through space affordances building on the professional and individual needs | Leveraging the coworking model (Instrumental Dimension) |
| T5: meet, book, room, desk, workspac, visit, tour, membership, avail, access | Leveraging coworking space features and facilities to showcase the role of coworking in professional development | ||
| T6: cowork, space, design, launch, project, brand, beauti, club, hotel, build | Designing (aesthetical) spaces to deliver sustainable groundbreaking innovation | ||
| T7: cowork, space, commun, remot, event, part, worker, live, nomad, studio | Nurturing the trend of the digital nomad through ad hoc initiatives | ||
| T8: startup, provid, benefit, flexibl, space, innov, product, mani, support, workplac | Supporting wellbeing and innovation at work through personalized solutions (flex-place and flex-time) | ||
| T9: space, cowork, find, perfect, move, social, weve, market, job, London | Developing business/entrepreneurial opportunities by matching workplace opportunities to individual needs | ||
| T10: wework, market, industri, compani, year, oper, plan, trend, leas, growth | Supporting business and entrepreneurial growth via coworking financialization | Leveraging the coworking model to afford Entrepreneurial/professional growth through financial and social actions | |
| T11: busi, amp, great, startup, network, enrepreneur, make, collabor, connect, grow | Pursuing entrepreneurial growth through social networking opportunities | ||
| T12: time, coffe, im, good, thing, feel, shop, lot, friend, tri | Experiencing coworking as a physical space: from attachment/involvement to critique/negative opinions of the “coffeeshop model” | Personal development through experiencing (satisfaction) | Experimental satisfaction and social gratification (aggregate label only from LDA analysis) (Affective Dimension) |
| T13: free, join, week, event, tomorrow, pm, Friday, host, day, st | Experimenting the coworking life/atmosphere through in site workshops and events | ||
| T14: cowork, love, happi, space, area, realli, welcom, everyon, full, made | Experiencing personal fulfilment through co-working space ambience (coziness, comfort, inspiration, breakaway, good vibes) | ||
| T15: workplac, peopl, home, palace, creativ, world, chang, environ, life, togeth | Avoiding isolation thanks to place companionship | Community making through social gratification | |
| T16: member, team, learn, hub, share, manag, experi, excit, futur, amaz | Manifesting enthusiasm/gratitude for shared experiences in coworkings | ||
| Pre-COVID-19 crisis: topic model (LDA analyses) | |||
|---|---|---|---|
| LDA keywords | First-order labels | Aggregate-order labels | Aggregate LDA with open coding |
| T1: cowork, check, read, list, show, articl, play, readi, latest, post | Podcasting coworking space knowledge/news in the online sphere | Using the coworking model as a storytelling device for social change (building inclusive communities) | Inclusive CWs as innovation (Cognitive Dimension) |
| T2: cowork, space, share, talk, find, top, women, tech, develop, creativ | Using testimonials to develop inclusive digital platform communities (women, minorities) | ||
| T3: open, locat, cowork, citi, build, compani, real, hous, founder, center | Making sense of the future of the coworking industry: from cases of bankruptcy to newcomers and expansions (opening/closing doors) | Making sense of the future of the coworking trend | Debate on the CWs future trends (Cognitive Dimension) |
| T4: offic, space, offer, call, privat, servic, flexibl, info, rent, suit | Showcasing value of the coworking model through business-centric workplace configuration | Leveraging the coworking model to afford | Leveraging the coworking model (Instrumental Dimension) |
| T5: meet, book, room, desk, workspac, visit, tour, membership, avail, access | Leveraging coworking space features and facilities to showcase the role of coworking in professional development | ||
| T6: cowork, space, design, launch, project, brand, beauti, club, hotel, build | Designing (aesthetical) spaces to deliver sustainable groundbreaking innovation | ||
| T7: cowork, space, commun, remot, event, part, worker, live, nomad, studio | Nurturing the trend of the digital nomad through ad hoc initiatives | ||
| T8: startup, provid, benefit, flexibl, space, innov, product, mani, support, workplac | Supporting wellbeing and innovation at work through personalized solutions (flex-place and flex-time) | ||
| T9: space, cowork, find, perfect, move, social, weve, market, job, London | Developing business/entrepreneurial opportunities by matching workplace opportunities to individual needs | ||
| T10: wework, market, industri, compani, year, oper, plan, trend, leas, growth | Supporting business and entrepreneurial growth via coworking financialization | Leveraging the coworking model to afford | |
| T11: busi, amp, great, startup, network, enrepreneur, make, collabor, connect, grow | Pursuing entrepreneurial growth through social networking opportunities | ||
| T12: time, coffe, im, good, thing, feel, shop, lot, friend, tri | Experiencing coworking as a physical space: from attachment/involvement to critique/negative opinions of the “coffeeshop model” | Personal development through experiencing | Experimental satisfaction and social gratification (aggregate label only from LDA analysis) (Affective Dimension) |
| T13: free, join, week, event, tomorrow, pm, Friday, host, day, st | Experimenting the coworking life/atmosphere through in site workshops and events | ||
| T14: cowork, love, happi, space, area, realli, welcom, everyon, full, made | Experiencing personal fulfilment through co-working space ambience (coziness, comfort, inspiration, breakaway, good vibes) | ||
| T15: workplac, peopl, home, palace, creativ, world, chang, environ, life, togeth | Avoiding isolation thanks to place companionship | Community making through social | |
| T16: member, team, learn, hub, share, manag, experi, excit, futur, amaz | Manifesting enthusiasm/gratitude for shared experiences in coworkings | ||
Source(s): Authors’ own creation
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