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Pengantar Mixed Methods
Departemen Geografi FMIPA UI2 Mei 2012
Triarko Nurlambang
Mengapa Mixed Methods ?
3
Mixing – Why? Validitas – lebih baik karena menggabungkan Kuantitatif dan Kualitatifdata Pengimbangan (offset)– mengatasi kelemahan kuantitatif dan kualitatif Kelengkapan (Completeness) – lebih komprehensif ketimbang hanya kuantitatif
atau hanya kualitatif Proses – Kuantitatif menghasilkan outcomes; kualitatif adalah prosesnya Penjelasan – kualitatif dapat menjelaskan kuantitatif atau sebaliknya Hasil yang tidak terduga – ada peluang memperoleh satu ‘kejutan’ dan lainnya
dapat menjelaskannya Pengembangan instrumen – kualitatif digunakan untuk membangun instrumen
perancangan Kredibikitas (Credibility) – kedua pendekatan penguatan integritas temuan-
temuan Konteks (Context ) – kualitatif menyediakan konteks; dalam kuantitatif memberi
pengetahuan umum terhadap satu obyek/fenomena Pemanfaatan – lebih bermanfaat untuk praktisi
Pendapat Creswell (2011) yang menegaskan manfaat dari Mixed methods adalah•Kombinasi kedua kualitatif dan kuantitatif menjadi kekuatan sinergis•Dapat menghasilkan setidak-tidaknya dua pandangan berbeda•Membuka kesempatan kerja interdisiplin•Mendemostrasikan ketrampilan metodologis•Membangun kerja mencari pengetahuan yang intuitif
Manfaat Mixed Methods
5
Adakah Penyebutan ‘Mixed Methods’ lainnya?
• Multi-method• Triangulation• Integrated• Combined• Quantitative and qualitative methods• Multi-methodology• Mixed methodology• Mixed-method• Mixed research• Mixed methods
Apa Definisi Mixed Methods ?
The Journal of Mixed Methods (2006), in its call for papers defines mixed methods as ‘research in which the investigator collects, analyses, mixes, and draws inferences from both quantitative and qualitative data in a single study or a program of inquiry’.
A more comprehensive definition is provided by Creswell and Plano Clark (2007: 5) who define mixed methods as follows: Mixed methods research is a research design with philosophical assumptions as well as methods of inquiry. As a methodology, it involves philosophical assumptions that guide the direction of the collection and analysis of data and the mixture of qualitative and quantitative data in a single study or series of studies. Its central premise is that the use of quantitative and qualitative approaches in combination provides a better understanding of research problems that either approach alone.
Teddlie and Tashakkori (2010: 5) define the methodology of MM as: “The broad inquiry logic that guides the selection of specific methods and that is informed by conceptual positions common to mixed methods practitioners (e.g., the rejection of “either-or” choices at all levels of the research process). For us, this definition of methodology distinguishes the MMR approach to conducting research from that practiced in either the QUAN or QUAL approach”.
7
Akar/Perspektif Dasar Paradigma Mixed Methods
• Pragmatisme (Tashakkori & Teddlie, 2003)– Fokus pada pertanyaan penelitian– Apa yang dapat dikerjakan (What “works” ?) dan konsekuensinya?– Metode Berganda (Multiple methods – large toolkit)
• Transformatif (Mertens, 2003)– Tranformasi akan terus ada jika masih ditemui sesuatu yang belum
dapat dijelaskan dengan tepat kehadirannya/keberadaannya/eksistensinya baik obyek kebendaan ataupun fenomena (Transform lives of underrepresented, marginalized groups)
– Kaitkan atau menyatukan atau melebur (Incorporate) fokus transformasi ini dalam setiap tahapan penelitian
5P dalam Proses
Pembelajaran Mixed
Methods
Cameron, 2011
Catatan:• Purist: traditionalist• Eclectic: diverse• Stance: perspective• MMR: Mixed Methods Research• Rigorous: exact/ accurqte• Praxis: describes a continuous commitment to knowledge creation out of experience• Proficiency: ability
Aliansi diantara 5P dalam Mixed Methods
Cameron, 2011
Perkembangan Mixed Methods
Kelompok Kuantitatif
(Tradisi Positivis)
3 Gerakan Metodologis(Tashakkori dan Teddlie,2003)
Kelompok Kuantitatif(Tradisi
Konstruktivis)
• Perang’ Paradigma• Debat estimologis• Sikap pragmatis
Kelompok Mixed
Methods(Pragmatisme
/ Transformasi-emansipatoris
)
- kaum tradisionalis -
- kaum revolusioner -
Puncak transformasi 1950-1970
Puncak transformasi 1970-1985
Sejak tahun 1980an
Sejak tahun 1980an
Legitimasi ‘Mixed
Methods’
Interpretasi Mixed Methods dan Studi Geografi
Mixed Methods
Collaborative Research
Sejalan dg nilai-nilai studi
Geografikal
Belajar bukanlah berkembang; namun belajar/pembelajaran yang diorganisasikan secara tepat bisa membuahkan perkembangan mental yang tentunya mustahil jika terlepas dari pembelajaran. Oleh karena itulah, pembelajaran merupakan aspek yang diperlukan dan universal dari proses pengembangan fungsi-fungsi psikologis , khususnya manusia, yang teratur secara kultural.....Proses ‘perkembangan’ ketinggalan dari proses ‘belajar’; sebagai konsekuensinya urutan ini (proses belajar lalu proses berkembang) menimbulkan zona perkembangan berbarengan (Vygotsky, 1978 dalam Tashakkori dan Tedlei, 2003)
13
Pengembangan Mixed Methods
(20 tahun terakhir)• Bertambahnya daya tarik dan advokasi mixed methods research
• Membangun pemahaman apa yang dimaksud dengan mixed methods research
• Mengembangkan teknik-teknik rancangan yang inovatif
Conferences• Mixed Methods Conference, Cambridge, England, July 21-24, 2008
• Proposed mixed methods conference, Sydney, Australia, 2009• Discipline conferences with mixed methods papers
14
20+ books on mixed methods research
have been written since 1988
Legitimasi Mixed Methods
Editors: John W. Creswell and Abbas TashakkoriManaging Editor: Vicki L.Plano Clark
“Combining qualitative and quantitative
methods has gained broad appeal in
public health research.” (1999)
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Kritik Terhadap Mixed Methods (Creswell, 2007)
Apakah pandangan post-positivist sudah menyatu dalam mixed methods? – Howe, K. R. (2004). A critique of experimentalism. Qualitative Inquiry, 10, 42-61.– Giddings, L. S. (2006). Mixed-methods research: Positivism dressed in drag?
Journal of Research in Nursing, 11(3), 195-2003.– Holmes, C. A. (2007). Mixed(up) methods, methodology and interpretive
frameworks. Contributed paper for the Mixed Methods Conference, Cambridge, University, July 10-12, 2006.
Apa batas penelitian mixed methods? – Sale, J. E. M., Lohfeld, L. H., Brazil, K. (2002). Revisiting the quantitative-
qualitative debate: Implications for mixed-methods research. Quality and Quantity, 36, 43-53.
– Leahey, E. (2007). Convergence and confidentiality? Limits to the implementation of mixed methodology. Social Science Research, 36, 149-158.
Adakah satu wacana (discourse) yang dominan dalam penelitian mixed methods?• Freshwater, D. (2007). Reading mixed methods research: Contexts for criticism.
Journal of Mixed Methods Research, 1(2), 134-146.
Rancangan Penelitian dan Metode Mixed Methods –
diantaranya Pengumpulan Data
Pada dasarnya Mixed Methods tidak berbeda dengan metode lainnya (Tujuan
dan Dasar Metode Penelitianmya)
Collecting data
Analyzing and interpreting data
Identifying a purpose and stating questions
Reporting and evaluating the study
Identifying a research problem
Reviewing the literature
18
Smith & Heshusius, (1986)
“Incompatibility thesis”
“The contention of thispaper is that the claim ofcompatibility, let alone one of synthesis, cannot besustained.” (p. 4)
Purist Stance
Hanya sekedar memperdebatkan
“Kuantitatif vs Kualitatif” tidak lagi relevan. Yang lebih hakiki adalah bagaimana alat
ini kompatibel untuk menemukan “kebenaran”
(the Truth)
Ragam Rancangan Mixed Methods
Ethnography Case Study Research Narrative research Experimental research
Qual ----- Quan Qual----- Quan Qual-----Quan Qual---- Quan
Bagaimana “Mixing”nya
Results
Connect data:
Results
Converge data:
Embed the data:
Quan data
Qual data
Qual Quan
Qual Quan
Membangun Rancangan dan Teknik Penelitian yang
Inovatif
Notation TypologiesDiagrams of procedures Complex evaluation models Reconceptualizing designsEmergence of innovations in procedures
Unusual blendsMethodological issuesData analysis techniquesPresentation techniques
Kunci Pengembangan
Tahap Awal yang menjadi perhatian saat Merancang Penelitian (Mixed Methods)
(Morse, 1991)Approach Type Purpose Limitation
sResolutions
QUAL + quan Simultaneous Enrich description of sample
Qualitative sample
Utilize normative data for comparison of results
QUAL Sequential Test emerging H, determine distribution of phenomenon in population
Qualitative sample
Draw adequate random sample from same population
QUAN + qual Simultaneous To describe part of phenomena that cannot be quantified
Quantitative sample
Select appropriate theoretical sample from random sample
QUAN Sequential To examine unexpected results
Quantitative sample
Select appropriate theoretical sample from random sample
quan
qual
QUANData & Results
QUANData & Results InterpretationInterpretation
QUALData & Results
QUALData & Results
QUANPre-test Data & Hasil
QUANPre-test Data & Hasil
QUANPost-test
Data & Results
QUANPost-test
Data & Results
Intervensi
Proses Kualitatif
Proses Kualitatif
InterpretationInterpretation
Triangulation Design
Embedded Design
1. Concurrent Mixed Methods Designs
Rancang secara Hati-Hati (Parsimonious Designs) (Creswell & Plano Clark, 2007)
2. Sequential Designs Mixed Methods Designs
QUANData & Results
QUANData & Results InterpretationInterpretation
qualData & Results
qualData & Results
Following up
QUALData & Results
QUALData & Results
quanData & Results
quanData & Results InterpretationInterpretation
Building to
Before-intervention
qual
Before-intervention
qual
QUANIntervention
Trial
QUANIntervention
Trial
After-
intervention qual
After-
intervention qual InterpretationInterpretation
Exploratory Design
Explanatory Design
Sequential Embedded Design
25
Merancang Teknik Pengumpulan Data
Mekanisme Pengumpulan DataThe sampling schemes described in previous sections
could be used in isolation. Indeed, each of these sampling schemes could be used in monomethod research that characterizes either solely qualitative or quantitative studies. That is, both qualitative and quantitative researchers can use any of the 24 sampling schemes, as appropriate, to address their research questions. However, in mixed methods research, sampling schemes must be chosen for both the qualitative and quantitative components of the study. Therefore, sampling typically is much more complex in mixed methods studies than in monomethod studies.
Selecting a sampling design involves making a series of decisions not only about how many individuals to include in a study and how to select these individuals, but also about conditions under which this selection will take place. These decisions are extremely important and, as stated by Curtis et al. (2000), “It seems essential to be explicit about these [decisions], rather than leaving them hidden, and to consider the implications of the choice for the way that the…study can be interpreted” (p. 1012). Unfortunately, the vast majority of qualitative and quantitative researchers do not make clear their sampling decisions. Indeed, the exact nature of the sampling scheme rarely is specified (Onwuegbuzie, 2002b).
Mixed Methods dalam Penelitian Geografi
Contoh Pemanfaatan Mixed Methods dalam Studi Geografi
《 Geography and Geo-Information Science 》 2006-02Add to Favorite Get Latest UpdateStudy on the Mixed Method of Geomorphologic TypesGAO Xuan-yu (College of Earth Science,Chengdu University of Technology,Chengdu 610059;Department of Geography,Teacher's College of Taiyuan,Taiyuan 030012,China) There are many weaknesses of classification for shape and cause of formation:1) Shapes of geomorphologic types are combined with the cause of formation badly,their combined rate is only 30%;2) Much geomorphologic information is lost;3) Many less or no signification geomorphologic types are created,because of the stress to homologize the shape with its cause of formation one by one;4) Shape and the cause of formation of geomorphologic types can't represent all geomorphologic types.According the fact of these shortcomings,the paper puts forward the mixed method of geomorphologic types.This method classifies geomorphologic types into subject geomorphologic types and object geomorphologic types.Subject geomorphologic type is carrier and object geomorphologic type is being carried.The weaknesses existing in geomorphologic classifications are solved by the way of mixed object geomorphologic types carried by subject geomorphologic types.Compare to other existing methods it makes the classification useful,simple and agility.It carries out a new way for geomorphologic classification,and it makes a foundation for simple and agility geomorphologic mapping.【 Key Words 】: classification of geomorphologic types the mixed method of geomorphologic types geomorphologic mapping
Pemanfaatan Mixed Methods Dalam Penelitian Tentang
“Sistem Kebijakan dan Kelembagaan Penataan
Ruang”
Konsep Sistem Kelembagaan dan Penataan Ruang
Konstruksi Kerangka
Teori
Telaah Public Choice
Teori Ekonomi Politik dalam proses Perencanaan
Penataan Ruang
Telaah Struktur dan Pola Ruang Pembangunan
Teori Ruang,/Sistem keruangan dan konsep
penataan ruang
Telaah Pembangunan Berkelanjutan
Konsep Pembangunan berkelanjutan Kawasan
Jabodetabekjur
Sistem Kebijakan dan Kelembagaan Penataan Ruang
Sistem Dinamika Ruang
Teori Kebijakan Publik (Public Change and Public Choice), Teori Penataan Kelembagaan/Institutional
Arrangement dan Teori Ruang (Spatial Theory)
Kebijakan Penataan Ruang
Mid – Theory
approach
Macro Theory approach
Telaah Sistem Institusi
Teori Institutional Development/ ArrangementTeori Public Choice, Teori Collective Action
Good Governance
Signifikansi Penelitian: signifikansi metodologis
Institutional Development
and Arrangement
Studi Penataan Ruang Jabodetabekjur(Sistem Kebijakan dan Kelembagaan Penataan
Ruang Jabodetabekjur)
Public Choice and Policy Change
Collective Action
Penelitian Dasar Penelitian Terapan
Rencana Tata Ruang Regional –
Jabodetabekjur
Rencana Tata Ruang Daerah
a.Provinsib.Kab./ Kota
Rencana Tata Ruang
NasionalEvaluasi
Kebijakan (Grindle)
Tahap 1:keterkaitan dengan konsep atau teori-teori utama yang relevan hingga dapat dirumuskan preposisi untuk menjadi acuan arahan penelitianTahap 2:penelusuran (trajectory) teori ruang dan teori kebijakan penataan ruang atau pengembangan wilayah berikut produk kebijakannya. Tahap ini untuk dapat merumuskan state of the art pemahaman akan makna ruang dan penataan ruang atau pengembangan wilayah dalam konteks kebijakan publicTahap 3:mengidentifikasi kondisi eksisting dan permasalahan penataan ruang dari sudut pandang sistem kelembagaannya di daerah penelitian yaitu di Jakarta-Bogor-Depok-Tangerang-Bekasi-Cianjur (Jabodetabekjur) Tahap 4:temuan makna ruang dan penataan ruang dalam kerangka realita penerapan sistem kebijakan dan kelembagaan penataan ruang ini kemudian diolah untuk menjadi dasar merumuskan satu bentuk konsep yang lebih realistik sejalan dengan karakteristik publik di wilayah yang bersangkutan
”the key features common to all qualitative methods can be seen when they are contrasted with quantitative methods. Most quantitative data techniques are data condenses. They condense data in order to see the big picture.... Qualitative methods, by contrast, are best understand as data enchancers. When data are enchanced, it is possible to see key aspects of cases more clearly” (Neuman, 2003) Leading to Mixed Method Research
Good Governance
Good Governance
Questions for analysing paradigms
Research paradigmsPositivism Interpretivism Critical Theory
Ontologicalquestions
Nature of reality An objective, true reality exists which is governed by unchangeable natural cause-effect laws
Consists of stable pre-existing patterns or order that can be discovered
Reality is not time- nor context-bound
Reality can be generalised
The world complex and dynamic and is constructed, interpreted and experienced by people in their interactions with each other and with wider social systems i.e. fluid definitions of a situation created by human interaction/social construction of reality
Reality is subjective. People experience reality in different ways. Subjective reality is important i.e. what people think, feel, see)
Reality can only be imperfectly grasped
The use of language defines a particular reality
Governed by conflicting, underlying structures – social, political, cultural, economic, ethnic, gender
Nature of human beings
Rational Shaped by external factors
(same cause has the same effect on everyone) i.e. mechanical model / behaviourist approach. Under certain conditions people will probably engage in a specified behaviour
Social beings who create meaning and who constantly make sense of their worlds
People possess an internally experienced sense of reality
People can design / reconstruct their own world through action and critical reflection
Paradigma penelitian (Guba dan Lincoln, 2004)
Questions for analysing paradigms
Research paradigmsPositivism Interpretivism Critical Theory
Epistemological questions
Nature of knowledge
Knowledge can be described in a systematic way
Knowledge consists of verified hypotheses that can be regarded as facts or laws.
Probabilistic – i.e. holds true for large groups of people or occurs in many situations
Knowledge is accurate and certain
Knowledge is based not only on observable phenomena, but also on subjective beliefs, values, reasons, and understandings
Knowledge is constructed Knowledge is about the way in
which people make meaning in their lives, not just that they make meaning, and what meaning they make.
Knowledge is dispersed and distributed
Knowledge is a source of power
Knowledge is constituted by the lived experience and the social relations that structure these experiences
Events are understood with social and economic contexts
Role of theory
Theories are: Normative Present ‘models’ General propositions explaining
causal relationships between variables
Theories: Are revisable Approximate truth Are sensitive to context
Theories: Are constructed in the act of
critique in a dialectical process of deconstructing and reconstructing the world.
Theory building/ testing
Postulate a theories that can be tested in order to confirm or reject
Prove a theory from observable phenomena / behaviour
Test theories in a controlled setting, empirically supporting or falsifying hypotheses through process of experimentation
Theories are built / constructed from multiple realities – the researcher has to look at different things in order to understand a phenomenon
Theory is shaped by social and cultural context
Theories are built from deconstructing the world, from analysing power relationships
Role of research
Uncover reality i.e. natural laws Scientifically explain / describe,
predict and control phenomena
Study mental, social, cultural phenomena – in an endeavour to understand why people behave in a certain way.
Grasp the ‘meaning’ of phenomena
Describe multiple realities
Promoting critical consciousness
Breaking down institutional structures and arrangements that produce oppressive ideologies and social inequalities
Shift the balance of power so that it may be more equitably distributed
Address social issues Political emancipation and
increasing critical consciousness
Questions for analysing paradigms
Research paradigmsPositivism Interpretivism Critical Theory
Methodological questions
Role of researcher Objective, independent from the subject
Investigator often controls the investigated
Co-creator of meaning Brings own subjective
experience to the research Tries to develop an
understanding of the whole and a deep understanding of how each part relates and is connected to the whole
Adopts role of facilitator – encouraging the participation and involvement of the ‘subjects’ who become partners in the research process
Questions for analysing paradigms
Research paradigmsPositivism Interpretivism Critical Theory
Methodological questions (cont.)
Role of values Science is value-free Values have no place in
research – must eliminate all bias
Values are an integral part of social life – no values are wrong, only different
Facts can never be isolated from values
Values of the researcher influence the research
Methods Empirical Structured and replicable
observation Quantification /
measurement Experimental – directly
manipulate variables and observe
Unstructured observation Open interviewing Discourse analysis Try to capture “insider”
knowledge
Participatory action research
Dialogical methods – which encourage dialogue between researcher and researched
Type of studies Survey studies Verification of hypotheses Statistical analysis Quantitative descriptive
studies
Field research, conducted in natural settings in order to collect substantial situational information
Keterbatasan Penelitian• Dinamika yang kompleks dan cepat berubah; dapat mengakibatkan
asumsi-asumsi yang digunakan dalam teori-teori acuan bagi penelitian ini perlu disesuaikan dalam mengakomodir dinamika fenomena yang diamati. Konsekuensi berikutnya adalah adanya kemungkinan bergesernya lingkup yang diteliti
• Entitas wilayah penelitian; menentukan lingkup penelitian kebijakan semacam ini, baik dari sisi lingkup ruang atau field nya ataupun dari struktur sistem kelembagaannya.
• Diantisipasi dengan Mixed Method Research• Pendekatan ini cenderung mengacu pada
pendekatan subyektif dengan perspektif humanistik dan fenomologis sehingga dapat membangun konstruksi teori yang baru (pendekatan Interpretatif-konstruktivis; Mulyana, 2001)
Metodologi Penelitian
Diantara ciri-ciri utama relevansinya terhadap paradigm interpretivisme adalah •Tujuannya: memahami rekonstruksi dalam rangka menjelaskan pengertian gejala yang sedang berlangsung•Teori: menjelaskan bagaimana gejala atau kegiatan kelompok tersebut berlansung, bagaimana sistem itu bangkit, dan berkesinambungan•Pengetahuan dasar: rekonstruksi pemikiran individual yang menyatu dengan lingkungannya•Akumulasi pengetahuan: teori terumuskan karena adanya interaksi kekuatan gejala rutin yang digunakan oleh publik atau para pemangku kepentingan•Penjelasan yang benar: kesesuaian atas kehendak baik atau positif dalam suatu proses pembelajaan•Bukti yang cukup: ditekankan dalam konteks interaksi sosial•Kriteria untuk kualitas yang baik: bersifat terpercaya dan asli (apa adanya) dan dapat mengandung kesalahan (disadari)•Nilai: berada dalam bentuk bersama (eksistensi kolektif); merupakan bagian integral dengan interaksi sosial•Voice (yang disampaikan): “Passionate participant” yang juga berfungsi sebagai fasilitator bagi berbagai pilihan dalam proses rekonstruksi
Penelitian ini menggunakan paradigma Interpretivisme (Guba dan Lincoln, 2004)
Sumber: Irawan, 2006
Metode Penelitian: Mixed Methods
Sequential Embedded Design:
Sumber: Creswell, 2011
Data yang DikumpulkanA. Pengumpulan data kuantitatif
Data kuantitatif ini dalam bentuk dua jenis format yaitu statistik dan ruang (spatial) yang menjabarkan kondisi tren sektor dan regional pembangunan, serta pola dan struktur ruang pembangunan dalam satu konstruksi penataan ruang di Kawasan Jabodetaberkjur (Jakarta-Bogor-Tangerang-Depok-Bekasi):
1. Rencana Tata Ruang Wilayah untuk: a. Pulau Jawa b. Jabodetabekjurjur c. Provinsi DKI Jakarta, Jawa Barat, dan Banten d. Kabupaten/Kota Tangerang, Bogor, Depok, dan Bekasi e. Data ke-ruang-an hasil studi ataupun laporan hasil kajian lembaga penelitian /LSM /lembaga-lembaga internasional f. Data statistik pembangunan di Kawasan Jabodetabekjur g. Data statistik sektor-sektor terpilih, terkait dengan sektor pembangunan ekonomi, sosial, dan lingkungan
B. Pengumpulan data kualitatifMenggunakan metode kasus satu lokus yaitu Kawasan Jabodetaberkjur (single site case study) dengan menekankan pada historical case study
dan situational analysis. Data kualitatif dikumpulkan melalui tiga cara yaitu 1. Wawancara langsung (FtF) dengan cara purposive : pejabat urusan Penataan Ruang pemerintah daerah di Jabodetabekjur. Kerangka pedoman wawancara : a. Permasalahan dalam kebijakan dan kelembagaan penataan ruang b. Permasalahan dalam proses implementasi kebijakan penataan ruang c. Pendapat untuk perbaikan kebijakan, kelembagaan, dan mekanisme implementasi d. Publikasi kebijakan, sistem kelembagaan dan implementasi kebijakan 2. Partisipasi-observasi Partisipasi-observasi dilakukan dari tahun 2009 hingga 2011 saat peneliti ikut bergabung dalam tim konsultasi pelaksanaan kebijakan Kajian Lingkungan Hidup Strategis (KLHS) di Kementerian Lingkungan Hidup, Kementerian Dalam Negeri dan Bappenas yang tugas utamanya adalah mengkaji dan menilai isi kebijakan RPJP, RPJM, RTRW, baik tingkat nasional, pulau, provinsi, dan kabupaten/ kota. 3. Pengolahan data Data kuantitatif dan kualitatif tersebut di atas diolah dengan menggunakan teknik pengelompokan (clustering).
Struktur Laporan Penelitian (Penjabaran Transformative Design,
Creswell:2011)Pra-studi:
Telaah Teoritis sebagai rujukan awal
Pengumpulan data kuantitatif Pengumpulan
data kualitatif
Pengolahan data:clustering
Analisis: Interpretasi
Re-konstruksi kebijakan dan kelembagaan Penataan Ruang
Pengumpulan Data
Konstruksi awal:
kebijakan dan kelembagaan
De-konstruksi :
kebijakan dan kelembagaan
• Transformasi data
Re-Konstruksi : kebijakan dan kelembagaan
• proses induktif
Jabotabek
Bab 2
Jabodetabek
Bab 3 dan 4
Jabodetabekjur
Bab 5
Terima kasih dan semoga bermanfaat