Research Methodology
Uththaraya hoyaganna widiya, data ekakwath thiyenna kalin liyala thibba plan eka. Result eka wiswasa karanna puluwan wenne me chapter eka nisa.
Chapter 3 kiyanne oyage plan eka, ekama uththarayakwath ekathu karanna kalin liyapu. E order eka thamai sampurna adahasa. Ekai kenekta "oya kalin theerana gaththa nigamanayakata gaelapena data hoyagena giya" kiyanna bari wenne.
Page 34 idan 45 dakwa.
Me chapter eke theerana paha
Methodology chapter ekak kiyanne aththatama theerana pahak, hama ekakatama hethuwak ekka. Ewa piliwelak widiyata igena ganna, mokada ahanne ehema.
| No | Theeranaya | Oyage eka |
|---|---|---|
| 1 | Paradigm, dhanaya kiyanne mokakda kiyala oya wiswasa karana de | Post-positivism |
| 2 | Approach, reasoning eka yana desha | Deductive |
| 3 | Strategy, study eke sampurna wargaya | Design Science Research |
| 4 | Methods, facts ekathu kala widiya | Structured questionnaires dekak |
| 5 | Execution, weda kala order eka | Peffers' DSRM, phases haya |
1. Post-positivism
Aththama lokayak thiyenawa saha eka maninna puluwan. Eth langata witharai yanna puluwan, kawadawath perfect ta nowei, mokada instruments wala error thiyenawa saha researchers lata biases thiyenawa.
Thada position eka, positivism, kiyanne perfect objectivity ekak thiyenawa kiyala. Post-positivism ehema kiyanne na.
Oyage study ekata eka gaelapenne aai: oya structured surveys saha statistics use karala, define karapu variables athara sambandhathaawa manina nisa, eka measurement mata pihiti krama ekak. Eth ekath ekka oya handiyen kiyanawa sample eka adu una kiyala, prashna dekak fail una kiyala, saha oyage outcome eka proxy ekak kiyala. E ekathu weema, gambhira wa maninna saha seemaa piliganna, hariyatama post-positivist.
2. Deductive approach
Oya thiyena theory eken patan gena, hypotheses thunak liyala, passe ewa test karanna data ekathu kala.
Theory eka thana dekakin aawa. Technology Acceptance Model, ekakin kiyanne minissu system ekak adopt karanne eka prayojanawath saha lehesi kiyala hithana nisa kiyala. Saha Smart Tourism Destination pettha, ekakin kiyanne digital networks walin real-time information dunnoth destinations honda wenawa kiyala.
H1. Real-time Event Visibility has a statistically significant positive effect on Coordination Effectiveness.
H2. Pre-booking and Resource Coordination has a statistically significant positive effect on Coordination Effectiveness.
H3. Centralized Information Access has a statistically significant positive effect on Coordination Effectiveness.
Hypothesis ekak support wenawa kiyanne eke beta coefficient eka p 0.05ta adu wa significant nan.
Hypotheses tunama Chapter 3 eke liyala thibbe, data ekakwath thiyenna kalin. H1 saha H2 support une na. Eka saadaarana test ekakin aapu piliganna puluwan finding ekak, study eke fail ekak nowei.
Data eka dakala passe hypotheses liyuwa nan, result eka wadak na. Order eka thamai wateema.
3. Design Science Research
Design Science Research kiyanne, aththama prashnayakata artefact ekak hadala eka evaluate karana strategy eka.
Chapter 3 eken eka justify karanne ain kara kara, ekai theeranayak justify karanna balawathma widiya:
Behavioural study ekak witharai nan
Coordination fail wenne aai kiyala kiyala denawa, eth eka hadanna monawath hadanne na. Artefact ekak na.
Software project ekak witharai nan
Weda karana system ekak enawa, eth eken hariyata prashnaya hadanawada kiyala evidence ekak na. Validation ekak na.
Design Science Research
Deka ma one. Deyak hadanna, saha data walin eken hari deyak hadanawa kiyala prove karanna. Ekai oyage thesis eke statistics saha code, project dekak eka lagey gaehuwa wage nopenenne.
4. Facts ekathu kala widiya
Google Forms walin, wena wena group dekakata, structured questionnaires dekak.
| Survey | Kaatada | Target | Labuna | Sampling |
|---|---|---|---|---|
| Tourist survey | Deshiya saha widesha tourists la, wadiyenma Southern Province coastal destinations walin | 350 | 64 | Convenience, screening prashnayak ekka |
| Organizer survey | Hotel managers la, event coordinators la saha events walata wagakiyana hospitality staff | 50 | 40 | Purposive |
Target numbers aawe koheruda
Eka enne Krejcie and Morgan table eken. Eka prakashitha lookup table ekak, denna population ekakata one adu ma sample size eka denawa. 1,000 idan 10,000 withara population ekakata, eken kiyanne 350k.
Ekath ekka predictors thunak thiyena regression ekakata medium effect size ekakadi pramanawath statistical power ekak denawa.
Aawe 64k witharai. E adu weema wenasak nethuwa report karala thiyenawa, saha ekai oyage thesis eke H1 saha H2 hoyaganna bari una kiyala kiyanne, na kiyala nowei.
Purama wena logic ekak. Collection belt eke nawathera social events karana properties ganan 60 idan 80 withara kiyala anumana karala thiyenawa, field observation eken saha tourism authority registration data walin.
Ithin 50k kiyanne near-census ekak, ekaye artha eka sample ekak nowei, sudusu population eka mulinma langata.
Oyata labune 40k. Eka thawamath sudusu population eken bhagayak withara, ekai organizer sample eka tourist ekata wada godak hondata ithuru wenne.
Surveys deka ma 5-point Likert scale ekak use karanawa, hariyatama ekanga wenne na idan hariyatama ekanga wenawa dakwa.
Supervisor palaweni draft eka reject kalata passe dewal dekak ekathu kala: hama survey ekakatama open-text prashna dekak, saha hama construct ekaka ma reverse-coded items, nokiyawa okkoma ekanga wena aya allaganna.
Open prashna, thesis eke balawathma kotasak una. Reverse-coded ewa deka ma fail una, eka Chapter 4 eke kathaa karanawa.
5. Execution workflow eka, DSRM
Peffers' Design Science Research Methodology eken phases hayak denawa. Oyage thesis eke Table 3.1 eken hama ekakma chapter ekakata map karanawa. Meka godak ahana viva prashnayak, ithin wachana haya piliwelata igena ganna.
- Problem identificationEvent promotion saha resource booking wala prashna hoyaganna.Chapters 1 saha 2
- Define objectivesPlatform ekata one dewal thiyaganna.Chapter 1
- Design and developmentNext.js saha Supabase walin prototype eka hadanna.Chapter 5
- DemonstrationWadi turnout saha booking conflict thiyena scenarios wala prototype eka duwanna.Chapters 5 saha 6
- EvaluationSurvey data statistically analyse karanna saha artefact eka eke requirements walata test karanna.Chapters 4 saha 6
- CommunicationFindings thesis ekata ekathu karanna, saha ewa defend karanna.Chapters okkoma, saha viva eka
Analysis plan eka, kalinma theerana gaththa
Chapter 3 eken data ekak enna kalin statistical weda karana order ekath thiyaganawa. Meka wadagathai, mokada passe rules hadana ekakin oyata lassanama uththaraya dena rule eka thora ganna puluwan.
- Palaweni reliabilityHama construct ekakama Cronbach's Alpha. Inferential analysis ekata ethulath wenna kiyapu threshold eka 0.70k.
- Etakota correlationHama sambandhathaawakema desha eka saha balaya balanna Pearson bivariate correlation, saha wadiyen ekata yana predictors screen karanna.
- Etakota regressionHama predictor ekakage ma thaniyama dayakathwaya maninna simultaneous multiple regression, p 0.05ta adu nan significant kiyala.
Ethics
Pratignaa hathareak, matak thiyaganna thara kotai. Ethics gena ehuwoth, hathara ma kiyanna.
Kaematha anuwa sahabhagi weema
Hama questionnaire ekakema palaweni page eke consent eka gannawa. Kematha welawaka browser eka wahala yanna puluwan, kisima danduwamak na.
Nam nokiyaweema
Surveys walin nam, email addresses, phone numbers ekakwath ekathu karanne na. Okkoma analysis karanne aggregated data mata.
Surakshitha wa thiyaganeema
Responses surakshitha servers wala, extracts encrypted folders wala, saha graduate unata passe raw data okkoma delete karanawa.
Academic honesty
Hama literature ekakma cite karala, saha prototype eka aththatama liyapu widiyata hadala test karala.
Ethics pratignaawa paragraph ekak witharak nowei. System ekata demonstration data demmama, ethana kisima aththama kenekge namak, phone number ekak hari email ekak hari na. Chapter 6 eken eka pehedili wa kiyanawa saha me section ekata sambandha karanawa.
Me chapter eke wachana
Dhanaya kiyanne mokakda saha eka labaganna puluwanda kiyala oyage mul wiswasaya. Eka palaweni enne mokada passe enna hama deyakatama eka balapaana nisa.
Post-positivist. Maninna puluwan aththak, langata witharai yanne.
Random nowei. Oya kaawuda ahanne kiyala thora ganawa, ekko ewa sudusu nisa (purposive), ekko ewata langa yanna puluwan nisa (convenience).
Oyage sample deka ma non-probability, saha Chapter 3 eken aai kiyala justify karanawa. Organizers lata population eka podi, seemitha saha langa yanna puluwan, ithin purposive near-census ekak random bhagayakata wada honda representation ekak denawa.
Palaweni thiyana prashnayak, sudusu nathi minissu ain karanna.
Tourists la screen kale egollo hotel-hosted event ekakata gihilla thiyenawada nathnam yanna hithagena thiyenawada kiyala. Eka nathuwa, oya survey karanne me gena adahasak nathi aya.
Kota nawathera chakra walin weda manage karana widiyak, samanyayen sathi dekak, hama ekakama ahanata review ekak ekka.
Oyage project management method eka. Supervisor ekka sathiyen sathiya thibba progress reviews sprint reviews wage weda kala, ithin wadiyak hadanna kalin feedback eken design eka wenas karanna puluwan una.
Me chapter eke numbers
Oyagen ahuwoth
Interpretivism nowei post-positivism aai?
Mokada research question eken ahanne define karapu variables athara maninna puluwan sambandhathaawa gena, saha hama ekakma outcome eka kochchara predict karanawada kiyala. Ekata one sample ekak purama quantitative measurement, ekakenekge artha gambhira wa interpret karana ekak nowei.
Thada positivism nowei post-positivism, mokada me study eken handiyen piligannawa instrument eke error thiyenawa, sample eka seemithai, saha researcher lata anumana thiyenawa kiyala. Ewa text eke liyala thiyenawa, ain karala nowei.
Non-probability sampling aai? Ekakin findings dubala wenne nedda?
Organizers lata balawath wenawa. Collection belt eke nawathera social events karana properties ganan 60 idan 80k withara, ithin eka podi, seemitha saha langa yanna puluwan. E population eken bhagayakge purposive near-census ekak, e pramanaye ma random sample ekakata wada honda representation ekak.
Tourists lata, screening prashnayak ekka convenience sampling thamai aawa aya allaganna prayogika widiya. Eka aththama limitation ekak saha ehema report karala thiyenawa. Finding eka domestic young-adult traveller segment ekata seemaa karanawa, okkoma visitors lata claim karanne na.
Oya reliability threshold eka 0.70 kiwwa, eth organizer scales thunak ekata adui. Kiyanna.
Ewa 0.691, 0.690 saha 0.665, ithin poddak adui. 0.60 saha 0.70 athara values, exploratory research walata saha podi scales walata sadharana wa piligannawa, mokada Cronbach's Alpha item ganan ekata kelinma sanwedhi saha kota scales walata danduwam karanawa. Meewa item 4 ganey scales, n 40k.
E adhaarayen piligannawa, saha organizer results sampurnayenma tourist results walata sapekshawa exploratory kiyala report karanawa. Theeranayath hethuwath deka ma text eke thiyenawa, habaa nathuwa.
Oyage research methodology eka kiyanna.
Post-positivist paradigm, deductive approach, Design Science Research strategy widiyata, saha Peffers' six-phase DSRM eka execution workflow eka widiyata.
Data aawe 5-point Likert scale ekaka structured Google Forms questionnaires dekakin, ekak tourists lata ekak organizers lata, ekama item structure eka share karana, ithin ekama model eka dewarak wena wenama test karanna puluwan. Organizers purposive wa, sudusu properties walin near-census ekak widiyata. Tourists convenience wa, screening prashnayak ekka.
Analysis order eka kalinma thiyagaththa: Cronbach's Alpha eken reliability, etakota Pearson correlation, etakota simultaneous multiple regression, p 0.05ta adu wa significance ekka.
Chapter 3 thamai mama data ekakwath thiyenna kalin plan eka liyapu thana. Mama post-positivist paradigm ekak saha deductive approach ekak gaththa, ithin mage hypotheses thuna ekathu karanna patan ganna kalin liyala thibba. Strategy eka Design Science Research, mokada behavioural study ekakin witharak artefact ekak enne na saha software project ekakin witharak awashyathaawa validate wenne na. Execution eka Peffers' six-phase DSRM anugamanaya kala, chapter eken chapter eka map karala. Facts aawe structured questionnaires dekakin, saha analysis order eka, reliability etakota correlation etakota regression, results dakala thora gaththa ekak nowei, kalinma thiyagath ekak.