2. What is human development?
Within the United Nations (UN) system, when development is discussed, it is often human
development
Human development can mean many different things to different people, but for the UN system,
it is measured using the Human Development Index (HDI)
The HDI is a composite index (score) of life expectancy, education, and per capita income
indicators, which are used to rank countries into four tiers of human development:
โฆ Very High
โฆ High
โฆ Medium
โฆ Low
The HDI only looks at these three indicators โ other parameters of human well-being are not
evaluated by this method!
3. What is human development?
The HDI was developed by economists Mahbub ul Haq and Amartya Sen in order to have an
objective measurement for these parameters of human development by the United Nations
Development Program (UNDP)
It is important to note that the Human Development Index is an index of potential human
development (or the maximum level of human development that could be achieved if there
were no inequality within a nation (UNDP, 2015)
โฆ It is important to remember that the HDI is theoretical. It takes indicators, like the total income
revenues within a nation, and divides this number by all people within the country. Whether or not
income distribution actually is close to equal or not is not addressed in HDI measures โ the HDI merely
looks at total resources available and divides it by the population
Inequality in nationsโ development is accounted for in another index, the Inequality-Adjusted
Human Development Index (IHDI) - first published in 2016 - is a more accurate interpretation of
development within a country as it accounts for inequality within a country
4. What is human development?
A country scores higher in the HDI when:
โฆ The lifespan of the average number of the
population is longer
โฆ The education level obtained by the average
number of citizens is higher, and
โฆ The GDP per capita is higher
โฆ Remember: GDP is equally distributed in HDI, but this may
not reflect reality for any given country
With this in mind, the UN General Assembly
passed the Millennium Development Goals
(MDGs) in 2000
5. What happened during the MDGs?
Trends for better health and longer lives in
most regions
Better access to food and water in most
regions
Reduced poverty โ especially in China, Latin
America, and small island states
More children educated โ though quality of
education highly variable
Increased equality (in some places)
10. However, our patterns of development have
caused problems that threaten to undo our
progressโฆ
The pollution we create causes changes in the atmosphere, contributing to climate change
11.
12. However, our patterns of development have
caused problems that threaten to undo our
progressโฆ
We are polluting water systems, threatening future supply
13. However, our patterns of development have
caused problems that threaten to undo our
progressโฆ
We are harvesting our seas and our forests faster than they can be replaced
14.
15. However, our patterns of development have
caused problems that threaten to undo our
progressโฆ
We are degrading our natural resources with the waste we generate
16. However, our patterns of development have
caused problems that threaten to undo our
progressโฆ
Mass number of extinctions are occurring around the planet
17.
18. However, our patterns of development have
caused problems that threaten to undo our
progressโฆ
And as a population โ we are still growing!
19. The world needs to change development
practices if it is going to keep the progress it
has made
The idea is to not just develop, but to develop sustainably
โฆ โSustainable Development is development that meets the needs of the present without compromising
the ability of future generations to meet their own needs.โ (Our Common Future, 1987)
Growing wealth needs to mean we donโt do it at the cost of the environment โ no one is rich on
a dead planet
Securing food and water now means we donโt sacrifice that security later โ long term vs. short
term thinking
24. Sustainability Science
โSustainability science is an interdisciplinary approach for solving ongoing problems, and the
quest for advancing both useful knowledge and informed action by creating a dynamic bridge
between basic and applied researchโ (Clark, 2007).
โA new field of sustainability science is emerging that seeks to understand the fundamental
character of interaction between nature and society. Such an understanding must encompass
the interaction of global processes with the ecological and social characteristics of particular
places and sectorsโ (Kates et al., 2001)
25. Core Questions of Sustainability Science
โข How can the dynamic interactions between nature and society โ including lags and inertia โ be
better incorporated into emerging models and conceptualizations that integrate the Earth
system, human development, and sustainability?
โข How are long-term trends in environment and development, including consumption and
population, reshaping nature-society interactions in ways relevant to sustainability?
โข What determines the vulnerability or resilience of the nature-society system in particular kinds
of places and for particular kinds of ecosystems and human livelihoods?
โข Can scientifically meaningful โlimitsโ or โboundariesโ be defined that would provide effective
warning of conditions beyond which the nature-society systems incur a significantly increased
risk of serious degradation?
26. Core Questions of Sustainability Science
โข What systems of incentive structures โ including markets, rules, norms, and scientific
information โ can most effectively improve social capacity to guide interactions between nature
and society toward more sustainable trajectories?
โข How can todayโs operational systems for monitoring and reporting on environmental and social
conditions be integrated or extended to provide useful guidance for efforts to navigate a
transition toward sustainability?
โข How can todayโs relatively independent activities of research planning, monitoring, assessment,
and decision support be better integrated into systems for adaptive management and societal
learning?
27. Characteristics of Sustainability Science
The Target (What)
1) The dynamic interactions between nature and society
The Approach and Method (How)
2) Problem-driven and problem-solving efforts
3) Multi-criteria assessment and systems approach
4) Multi-, inter-, or trans-disciplinary characteristics
5) Adaptive management and social learning
The Players (Who)
6) Collaboration between scientists and practitioners
29. Transdisciplinary Inquiry
โข Disciplinary: Epistemologies, assumptions, knowledge, skills, and methods within the boundary
of a discipline
โข Eg. Physics; History; Psychology
โข Multidisciplinary: Using the knowledge/understanding of more than one discipline
โข Eg. Physics and History; Biology and Architecture
โข Interdisciplinary: Using the epistemologies/methods of one discipline with another
โข Eg. Biochemistry; Ecophilosophy; Astrophysics
โข Transdisciplinary: Focus on an issue such as pollution or hunger both within and beyond
discipline boundaries with the possibility of new perspectives on collaboration with
stakeholders/society
31. Research Proposal Development
โข A โgood proposalโ should:
โข Have a focused objective addressing a current need
โข Be well structured โ if you confuse the reviewers, you donโt get funded!
โข Be methodologically rigorous โ other scientists should be able to follow the steps and get similar results
โข Be achievable โ better to under-promise and over-deliver rather than over-promise and under-deliver
โข Be clearly defined โ offer relevant outcomes for identified stakeholders!
โข Be fundable โ know who to ask for money and how much is appropriate to ask for!
32. Having a Focused Objective
โข Your task is to develop five research proposals on topics we cover in this yearโs Young
Researchersโ School: Ecosystem based disaster risk reduction and climate change adaptation
โข There are give research groups that have been assigned to develop a research proposal on the following
topics related to this yearโs theme:
โข Coastal storms (hurricanes and typhoons)
โข Earthquakes and landslides
โข Tsunamis
โข Urban flooding
โข Volcanoes
โข Aim to be interdisciplinary, focusing on cross-cutting issues that can tie together many of the
disciplines that will be covered individually and from your own backgrounds, as well as
transdisciplinary by collaborating with stakeholders other than other researchers
โข Address a current need: why is the topic you are assigned important and who is it important to?
34. What is the big deal about methodology?
โข A clear methodology section is one of the most critical parts of a research proposal
โข It is also the part that even the most experienced researchers have difficulty in writing!
โข The purpose of a methodology section is to:
โข Explain how the data was generated
โข Explain how the data was analyzed
โข When writing a methodology, it is critical to provide enough information so that others can
repeat the experiment/study and reproduce the results, or understand the context the results
were generated in so that the audience can judge whether your conclusions are valid
โข When writing a methodology, try to be direct and precise as possible
โข Make sure to operationalize any terminology used so that the audience can follow the
methodology clearly
35. Steps in writing a methodology
1) Research background
2) Goals and objectives of the research
3) Propose methodology
4) Determine sources of data
5) Develop at timeline
36. Steps in writing a methodology
1) Research Background
โขThis is a reference back to the literature review on the given topic, explaining what
methodologies have been used by other researchers to examine the same or similar topics
โข These methodologies do not necessarily have to be incorporated into the study, but it is a good
idea to acknowledge them and explain why or why not they are appropriate for the given study
โข Note: This is an important early step, but it not research, it is review
2) Goals and Objectives of Research
โข In this section, lay out the research objective of the given study
โข Try and avoid vague terms here โ just clearly state what you will and will not be doing within
the scope of the research
37. Steps in writing a methodology
3) Propose a Methodology
โขPresent a rationale for why a given methodology was chosen to investigate the given topic
โข Helpful tipโ present a flow chat or some form of visual aid to illustrate the methodology being
presented
4) Determine Sources of Data
โข Explicitly state what the sources of data will be
โข Explicitly state what type of data will be collected from the sources
โข Explain how this data will be gathered, including type of sampling techniques or equipment
used in the collection process
โข If any measurements or categorizations are made during data collection, explain briefly how
these were made
38. Steps in writing a methodology
5) Develop a Timeline
โขDevelop a timetable for completion of the various stages of work for the methodology (e.g.,
methodology development, data collection/fieldwork, data processing, analysis, results
interpretation, etc.)
39. Types of Data, Types of Methods
โข Typically, researchers choose from three methodological approaches:
1) Quantitative
2) Qualitative
3) Mixed
40. Quantitative Research Methods
โข Quantitative research methods are characterized by the collection of information which can be
analyzed numerically
โข Results are typically presented using statistics, tables, and/or graphs
โข Because quantitative data is numeric, the collection and analysis of representative samples is
commonly used
โข The more representative the sample, the more likely the quantitative analysis will reflect results that can be
generalized
โข However, even if a sample is representative, quantitative data can be useless unless the data
collection instruments are appropriate, well designed, and clearly explained to the users of the data
โข Example: Data collected using poorly designed questionnaires may solicit huge amounts of data but
result in much of it being unusable because it is impossible to generalize
โข All too often, designers of data collection tools frame qualitative questions quantitatively and vice versa
41. Quantitative Research Methods
Strengths of Quantitative Methods
โข Numeric estimates
โข Opportunity for relatively uncomplicated data
analysis
โข Data which are verifiable
โข Data which are comparable between different
communities and locations
โข Data which do not require analytical judgement
beyond consideration of how information will be
presented in the dissemination process
Weaknesses of Quantitative Methods
โข Gaps in information โ ex., data which are not
included in collection cannot be included in
analysis
โข Labor intensive data collection process
โข Often, limited participation by populations
affected in the information collection process
42. Qualitative Research Methods
โข Qualitative research is by definition exploratory โ it is used when we donโt know what to
expect, how to define an issue, or there is a lack of understanding of why and how variables are
affected
โข Qualitative data is useful for exploring both groups and individual entities, and can generate
case studies and summaries rather than lists of numeric data
โข Qualitative data are often textual observations that portray attitudes, perceptions, or intentions
โข Qualitative methods and analysis provide added value in exploring intangible factors
โข For example, cultural expectations, gender roles, and individual feelings
โข Sample size must be big enough to assure inclusion of most or all of the variance in the data
โข Often times, the number of sample sites, groups, or categorizations becomes obvious as
assessment progresses and new categories, themes, and explanations stop emerging from the
data โ this is called theoretical saturation
43. Qualitative Research Methods
Strengths of Qualitative Methods
โข Rich and detailed information
โข Perspectives that include specific cultural and
social contexts (the human voice)
โข Inclusion of diverse cross-sections
โข Data collection which can be carried out with
limited resources
โข Data collection which can be carried out with
limited respondents
Weaknesses of Qualitative Methods
โข Results in data which are not objectively
verifiable
โข Requires a labor intensive analysis process
(categorization, recording, etc.)
โข Needs skilled data collectors for both
consistency and nuance
44. Mixed Research Methods
โข A combination of both quantitative and qualitative research methods for investigating a given
research question
โข Teams are often composed of an expert in quantitative research, an expert in qualitative
research, and someone who has worked in mixed research to help with dialogue
โข Whether or not the research is interdisciplinary depends on the discipline each of the given
researchers is from โ mixed methods is not inherently interdisciplinary as different types of
research methods can be used in the same discipline
45. Mixed Research Methods
Strengths of Mixed Methods
โข Narrow views are often misleading, so
approaching a subject from different
perspectives (paradigms) may help to gain a
more holistic view
โข There are different levels of social research, and
therefore different methodologies may have
particular strengths for different levels
โข Mixed methods fit well with pragmatism โ the
idea that knowledge is useful when it has
practical purposes; therefore, different
recipients of the knowledge can either engage
from a quantitative or qualitative perspective,
widening the researchersโ potential audience
โข Also, potential for multiple types of validations!
Weaknesses of Mixed Methods
โข Some research perspectives (paradigms) may be
seen as at odds with each other, and therefore
incompatible for a research team
โข Cultural issues affect world views of researchers,
and this may impact comparable analysis in
mixed method research
โข It is often easier for researchers to move from
quantitative to qualitative methodologies in
their training, and not the reverse
46. Achievable Research Proposals
โข All proposed activities for a research proposal should be achievable with the time and resources
available to the researcher or research team
โข Often, researchers think they can take on more than they can finish in a given timeframe
โข Remember, just because it is important does not mean you or your team have the capacity to
do it
โข Take careful stock of who can do what by when!
โข Remember, it is better to under-promise and over-deliver than over-promise and under-deliver!
โข Brainstorming โ use free time tonight and tomorrow to discuss ideas
โข What themes are emerging in the group in relation to your assigned topic?
โข Scoping โ use free time and assigned working time during the rest of the programme to
develop your research questions(s) and how you will investigate them
47. Key Deliverables
โข Proposal Presentation โ Tuesday, March 12th, 2019
โข Send to Dr. Djalante and Dr. Vaughter
โข Research Proposal โ Sunday, April 14th, 2019
โข Send to Dr. Djalante and Dr. Vaughter
โข Both should include (overview in presentation and greater detail in written proposal):
โข Background and statement of research area/field
โข Insights from field visits and/or lectures
โข Research question(s)
โข Methods
โข Impacts and Outcomes
โข Timeline
48. Key Deliverables
โข During the development of your research proposals in the Young Researchersโ School, you
should also aim to achieve the following:
โข Increase communication skills and problem solving while working in a diverse team of researchers
โข Remember โ people in your team come from a variety of different nations, cultures, and identities different to you own โ part of
the training of the YRS is not only to learn to develop a research proposal, but to develop a research proposal together with a
diverse team of scientists!
โข Develop organizational skills, including delegation
โข Remember โ it is not feasible nor fair to put the majority of the work on any team member or members. We all have busy lives and
a variety of commitments, but an unfair distribution of work is the quickest way for a research project to fall apart. Take careful
stock of what each member can and cannot do in relation to developing the research proposal from the beginning!
โข Work to a deadline
โข Academics are notoriously late with everything โ donโt be like that! It is better to submit work that is โgood enoughโ on time rather
than strive for perfection and go past a deadline!
49. Exemplar โ Delhi Metro
Research Proposal
CHRISTOPHER DOLL & OSMAN BALABAN
PROSPER.NET YOUNG RESEARCHERSโ SCHOOL
3RD OF AUGUST, 2011 โ HOSEI UNIVERSITY
50. 50
RESEARCH PLAN TEMPLATE 1 Research Questions and Outcomes
AREA/FIELD OF RESEARCH: identify broad topic area and brainstorm a list of possible questions, issues and problems that you will need to
investigate. Then try to narrow this down to a more specific Research Focus.
STATEMENT OF THE PROBLEM: While it is known that โฆโฆโฆโฆโฆโฆโฆโฆโฆโฆโฆ.. Research has yet been conducted to .........
PURPOSE: Therefore the overall goal/purpose of this research is to
โฆโฆโฆ
RESEARCH QUESTION: Therefore the research question to be
answered by this research is โฆโฆโฆ
OUTCOMES/DELIVERABLES : The expected outcomes of this research will include:
Global and local environmental problems are pressing for sufficient attention and prompt actions. The growth of cities and continual increase in urban population in
developing countries are expected to intensify these problems under business-as-usual scenarios. However itโs not easy to convince developing countries to leave
BAU scenarios and undertake actions to tackle both global and local environmental problems. Even if they are willing to do so, their economic and human resources
may not suffice to create a significant change. Considering this challenge, several new concepts are being developed specifically to address the multiple urban
challenges in coordinated and less costly manner. In this respect, โco-benefits approachโ, which promotes the implementation of policies that bring multiple benefits at
a time, has started to gain attention of researchers and policy-makers. The approach is argued to overcome the current challenges in cities of developing countries at
relatively lower costs when compared to the costs that were borne by todayโs developed countries.
Hypothetically we know that policy initiatives in certain sectors can generate global and local environmental benefits simultaneously. The two main sectors in which
policies and initiatives could result in co-benefits are solid waste management and transportation. However in present we know very little about the current level of
co-benefits generated by certain initiatives and also we have limited knowledge and instruments to calculate or quantify co-benefits. Sufficient research has yet been
conducted to find out the extent to which current projects have generated co-benefits and to develop methodologies to quantify co-benefits. Therefore this research
set out to address and fulfill this gap in our knowledge and to improve our understanding of the links between co-benefits approach and policies in certain urban
sectors
To develop a methodology to quantify the environmental co-benefits of
urban transportation initiatives and to apply this methodology to calculate
the co-benefits of Delhi Metro Project.
What have been the environmental co-benefits of Delhi Metro Project
and how can these benefits be calculated?
1. Calculations on different environmental benefits generated by Delhi Metro Project.
2. A methodology or an evaluation tool that can be used to assess the effectiveness of transportation projects in generating co-benefits in different contexts.
3. A sound understanding of the role of urban transportation sector in tacking global and local environmental problems.
51. 51
RESEARCH PLAN TEMPLATE 2 Goals and Objectives
RESEARCH QUESTION (from T1): OUTCOMES/DELIVERABLES (from T1):
OBJECTIVES: To achieve the research goal or answer the research question, the study will address the following objectives:
1. To
2. To
3. To
What have been the environmental co-benefits of Delhi Metro
Project and how can these benefits be calculated?
1. Calculations on different environmental benefits
generated by Delhi Metro Project.
2. A methodology or an evaluation tool that can be used to
assess the effectiveness of transportation projects in
generating co-benefits in different contexts.
3. A sound understanding of the role of urban
transportation sector in tacking global and local
environmental problems.
find out/calculate how many tones of GHG emissions have been reduced after Delhi Metro started to operate.
find out/calculate how much of air pollutants (SOx, NOx, PM10 etc.) have been reduced after Delhi Metro started to operate.
develop a methodology or a tool for quantification of global and local environmental co-benefits of a metro system.
52. 52
RESEARCH PLAN TEMPLATE 3 Specific research questions
Identify the specific research questions that you will need to ask to find and analyse the information that will help you achieve each objective. They
may include a range of What, Why, Impact and Action focused questions and should reflect a sequence that can guide the sequence of data
collection and analysis steps. In the third column, reflect on any issues you are aware of either in initial scope or implications if for whatever reason
a certain question cannot be fully answered
Research objectives (from T2) Specific research questions What are the assumptions or known issues
involved and therefore the limitations with
this approach; is that satisfactory to set the
boundary of the thesis?
1.
2.
3.
To find out/calculate how many tones of
GHG emissions have been reduced after
Delhi Metro started to operate.
1.1 What is the linkage between a metro system and
GHG emissions?
1.2 What specific aspects of a metro system could
help to reduce GHG emissions?
1.3 How and which GHGs could be reduced through
the operation of a metro system?
To find out/calculate how much of air
pollutants (SOx, NOx, PM10, etc.) have been
reduced after Delhi Metro started to operate.
2.1 What is the linkage between a metro system and
air pollution?
2.2 What kind of air pollutants could be reduced by
a metro system and how?
2.3 What are the annual amounts of reduction in
different air pollutants due to the Delhi Metro?
To develop a methodology or a tool for
quantification of global and local
environmental co-benefits of a metro system.
3.1 What are the current tools and methodologies
available to make such quantification?
3.2 What are the strengths and weaknesses of
current tools and methodologies?
3.3 What kind of data is required to develop such
methodology and what are the possible ways of
collecting that data?
53. 53
RESEARCH PLAN TEMPLATE 4 Sources, Collection, and Analysis of Data
Plan for data collection and analysis to provide evidence for answering the research questions defined for each objective
Specific research questions (from T3) Techniques of data collection Source of data Techniques of data analysis/
model development
1.1 What is the linkage between a metro
system and GHG emissions?
Interviews to collect data Delhi Metro Rail Corporation System boundary identification
1.2 What specific aspects of a metro system
could help to reduce GHG emissions
Literature review, expert interview Literature, experts System analysis
1.3 How and which GHGs could be reduce
through the operation of a metro system?
Literature review, expert interview Literature
2.1 What is the linkage between a metro
system and air pollution?
Literature and interview on the metro DMRC, City officials, published literature
2.2 What kind of air pollutants could be
reduced by a metro system and how?
Mode share and shift data Literature, Central Road Research Board,
primary data
2.3 What are the annual amounts of reduction
in different air pollutants due to the Delhi
metro?
Air pollution data Delhi Committee on Pollution Control,
primary data collection
Trend analysis, source apportionment
study
3.1 What are the current tools and
methodologies available to make such
quantification?
Literature review Literature Collect and classify
3.2 What are the strengths and weaknesses of
current tools and methodologies?
Literature review, expert interview Literature, experts, researchersโ own
evaluations and observations
Comparative analysis, sensitivity analysis,
SWOT analysis
3.3 What kind of data is required to develop
such methodology and what are the possible
ways to collecting that data?
Literature review, expert interview,
panels
Previously collected primary and
secondary data
Survey of data availability and access
54. RESEARCH PROPOSAL TEMPLATE 5A
Plan for data collection and analysis to provide evidence for answering the research question
Research objectives Focussed research questions Techniques
data collection
Source of data Techniques
data analysis
1. To find out/calculate how many
tones of GHG emissions have
been reduced after Delhi
Metro started to operate
1.1 What is the linkage between a metro
system and GHG emissions?
Interviews to collect data Delhi Metro Rail
Corporation
System boundary
identification
1.2 What specific aspects of a metro system
could help to reduce GHG emissions?
Literature review, expert
interview
Literature, experts System analysis
1.3 How and which GHGs could be reduced
through the operation of a metro system?
Literature review, expert
interview
Literature
1.4 What is the annual amount of reduction in
GHG emissions due to the Delhi Metro?
Interviews to collect data Delhi Metro Rail
Corporation
System/Line calculation
2. To find out/calculate how much
of air pollutants (SOx, NOx,
PM10 etc.) have been
reduced after Delhi Metro
started to operate
2.1 What is the linkage between a metro
system and air pollution?
Literature and interview
on the metro
DMRC, City officials,
published literature
2.2 What kind of air pollutants could be
reduced by a metro system and how?
Mode share and shift
data
Literature, Central
Road Research
Board, Primary Data
2.3 What are the annual amounts of reduction
in different air pollutants due to the Delhi
Metro?
Air pollution data Delhi Committee on
Pollution Control,
Primary data
collection
Trend analysis, source
apportionment study,
3. To develop a methodology or a
tool for quantification of global
and local environmental co-
benefits of a metro system.
3.1 What are the current tools and
methodologies available to make such
quantification?
Literature search Literature Collect and classify
3.2 What are the strengths and weaknesses
of current tools and methodologies?
Literature review and
expert interviews
Literature, experts,
researchers own
evaluations and
observations
`Comparative analysis,
sensitivity analysis,
SWOT analysis
3.3 What kind of data is required to develop
such methodology and what are the
possible ways of collecting that data?
Literature search, expert
interviews and panels
Previously collected
primary and
secondary data
Survey of data
availability and access
3.4 What are the opportunities and barriers to
develop and apply such methodology?
Literature review and
interviews
Literature, experts,
researchers own
Cost analysis of
acquiring data, potential
Remember: Climate change doesnโt cause drought, or hurricanes, or fires โ it just makes them worse!
Saito, O. (2016). Introduction to transdisciplinary research: sustainability science [Powerpoint slides].
Clark, W. C. (2007). Sustainability science: a room of its own.
Kates, R. W., Clark, W. C., Corell, R., Hall, J. M., Jaeger, C. C., Lowe, I., ... & Faucheux, S. (2001). Sustainability science.ย Science,ย 292(5517), 641-642.
Saito, O. (2016). Introduction to transdisciplinary research: sustainability science [Powerpoint slides].
Kates, R. W., Clark, W. C., Corell, R., Hall, J. M., Jaeger, C. C., Lowe, I., ... & Faucheux, S. (2001). Sustainability science.ย Science,ย 292(5517), 641-642.
Saito, O. (2016). Introduction to transdisciplinary research: sustainability science [Powerpoint slides].
Kates, R. W., Clark, W. C., Corell, R., Hall, J. M., Jaeger, C. C., Lowe, I., ... & Faucheux, S. (2001). Sustainability science.ย Science,ย 292(5517), 641-642.
Saito, O. (2016). Introduction to transdisciplinary research: sustainability science [Powerpoint slides].
These attributes are more or less required by other fields today, but their importance is much higher for sustainability science.
Saito, O. (2016). Introduction to transdisciplinary research: sustainability science [Powerpoint slides].
Porter, A. L., Roessner, J. D., Cohen, A. S., & Perreault, M. (2006). Interdisciplinary research: meaning, metrics and nurture.ย Research evaluation,ย 15(3), 187-195.
Saito, O. (2016). Introduction to transdisciplinary research: sustainability science [Powerpoint slides].
Porter, A. L., Roessner, J. D., Cohen, A. S., & Perreault, M. (2006). Interdisciplinary research: meaning, metrics and nurture.ย Research evaluation,ย 15(3), 187-195.
Saito, O. (2016). Introduction to transdisciplinary research: sustainability science [Powerpoint slides].
Image retrieved from: https://kbrookepierson.wordpress.com/2014/07/14/what-exactly-is-a-transdisciplinary-approach-and-what-does-it-mean-for-objectives/
Note, if you are collecting data on people or animals, you will need to get ethical approval both from the institution you are researching at and potentially the jurisdiction you will be researching in.