The HE corpus contains 19,208 occurrences of the concept technology.
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Refresh the website if the graphics are not shownTechnology occurs mostly in documents published in Europe, followed by Asia, North America, Africa and Oceania with comparatively smaller contributions. Overall, the top five contributors in terms of occurrences are IGO, NGO, State, RC and NGO_Fed organisations.
IGO, NGO_Fed and NGO documents provide the greatest number of occurrences, primarily from activity reports published in Europe. Occurrences from State were mostly obtained from activity reports published in Asia.
RC documents mostly generated occurrences in general documents published in Europe.
is a/an
sector, area
means, tool, enabler
solution, key, ally
resource, intangible asset
cross-cutting issue
contribution towards resilience
essential part of nursing practice
infrastructure
innovation
is grouped by time frame
new, modern, latest
includes fields
information and communication
agricultural/farming
energy
medical, health
humanitarian
is described by origin
Japanese technology
has applications and products
mobile/phone, computer
[crop] production
satellite
polypropylene
low-carbon
renewable energy
has analogue and digital media
has characteristics
appropriate
advanced
innovative
improved
high
green
is not equally accessible
the global digital divide, esp. in developing countries
for women, affected populations, amongst humanitarians
due to training & resource requirements
with issues of control, ownership & production
being supplied by companies without humanitarian interests & conflicting interests
has varying effectiveness
for human development, humanitarians, agriculture
depending on the project (slow- vs fast-onset events)
due to sometimes steep learning curves
has varying potential
both positive & negative
including systemic change, challenges to IHL, organisation agility
which is not well understood, measured
which can speed up the nature of events & responses
which can be oversimplified
has implementation challenges
for local actors, remote areas, practitioners, the humanitarian technology market
requiring funding, trained staff, adequate skills, appropriate use
is transferred between groups
to empower affected communities (e.g. post- disaster)
which is a challenge for humanitarians & local actors
which may be more effective in South-South transfers
which may cause new issues & burden actors, reducing effectiveness
which should be relevant, appropriate, with the right conditions & preparedness level to successfully adopt
which requires strong project management
which requires long-term & exit strategies (especially given the pace of technological change)
is misused
by authoritarians, military
in medicine (sex selection)
Technology has no explicit definitions but is referred to in a variety of manners. Technology tends to be considered a sector/area and means/tool/solution. It can be an issue, as well as a type of infrastructure and innovation, and can have specific characterisations by subject matter: contribution (toward resilience), essential part (of the nursing practice), etc.
It can be a powerful international mechanism for mobilising the tangible and intangible assets (such as capital, technology, skills, access to markets) that are essential for sustainable growth and development.
He suggested that technology was a powerful tool for inter-community and international sharing of best practice.
We embrace technology as a means to better connect the world around us.
Technology has proved to be a crucial ally in LAC to increase efficiency and effectiveness in monitoring gender equality achievements.
sector
transportation
area
science, education, global public health, the environment, youth advocacy, the arts
means
to circumvent restrictions
to monitor human rights violations
to have voices heard
to better connect the world
of development implementation
finance, capacity building
tool, enabler
for sharing best practices
ally
to increase efficiency, effectiveness in monitoring
solution, key
to development
which is helpful but partial
resource
finances, manpower
intangible asset
for sustainable growth and development
capital, skills, market access
cross-cutting issue
training, performance, quality management
contribution towards resilience
essential part of nursing practice
infrastructure
innovation
As one context affirms, technology is a "vast term" with many types and sub-types, which can resist generalisation. It is also used unmodified in many cases, making its meaning highly context-specific. At the same time, few types of technology have high frequencies. The top types, information technology and digital technology, together make up nearly 10% of all cases - roughly 2,000 (not including acronyms). In contrast, the next most distinct type is agricultural technology, which has ten times fewer hits.
Technology is a vast term encompassing everything from satellites to water purification systems. And there are many ways in which communities are creating and adopting innovations from solar power to seed modification. However, the most significant technological shift of recent years has been the enormous increase in digital communications technology (mobile phones, internet and associated tools).
time frame
new technology
modern technology
latest technology
emerging technology
field
information and communication technology (and similar)
agricultural/farming technology
energy technology
medical technology
health technology
humanitarian technology
telecommunications technology
origin
Japanese technology
application
mobile/phone technology (and similar)
[crop] production technology
satellite technology
polypropylene technology
low-carbon technology
renewable energy technology
computer technology
medium
digital technology
characteristic
appropriate technology
advanced technology
innovative technology
improved technology
high technology
green technology
clean technology
Humanitarian technology only has roughly 50 contexts, plus several cases of humanitarian information and communication technology (HICT). While the terms have clear and broad relevance to the field, its use in the HE corpus is almost entirely limited to a single Red Cross document (GD-101).
In the Google Ngram Viewer, humanitarian technology appears as early as the 1940s, but its frequency remains low until increasing exponentially near 2010. If the current trend continues, it will likely become more central to the field.
Humanitarian technology refers to the use and new applications of technology to support efforts at improving access to and quality of prevention, mitigation, pre- paredness, response, recovery and rebuilding efforts. While much has been learned from a range of pilot projects and field implementation, the practice of humani- tarian technology remains first and foremost defined by its potential contribution rather than by an actual integration in standard practices.
Innovations appear almost daily in almost every aspect of humanitarian action, from robots being deployed for search and rescue or demining, to remote surgeries or improvement in vaccine transportation and conservation, water purification or sanitation. Considering the wide range of innovations, the focus of this World Disasters Report had to be narrowed to what is rapidly becoming a major field of humanitarian practice: humanitarian information and communication technologies (HICT).
The most-referenced type of technology in the humanitarian world is likely information and communications technology. As with technology itself, though, types of technologies often lack explicit definitions, making it difficult to distinguish between similar terms. This and information technology, communications technology, and digital technology, for example, can overlap and refer to the same networks of technologies, mobile phones and internet being the most ubiquitous. The acronyms ICT and IT also produce roughly 10,000 additional contexts.
The following contexts offer a variety of examples showing how types of technology are treated in humanitarian texts.
Information and communication technology is increasingly being used to ensure accountability. Participatory exercises to hold state institutions accountable, such as public expenditure tracking surveys, citizen report cards, score cards, social audits and community monitoring, have all been used to develop direct accountability relationships between service users and service providers.
Information and digital technology: as our use of information and digital technology continues to increase, the threat posed by external parties wanting to gain access to our systems and data for fraudulent purposes also poses a greater risk.
Youngsters learn trades such as tool and die-making, information technology, welding, machinery and motor repair.
The information technology revolution has profoundly affected the way the IFRC carries out its work. National Societies and their staff now have unprecedented access to information and the capacity to engage, interact and influence through their place in the global information environment. Internal and international coordination is transformed by accessible, low-cost, real-time communications, bringing benefits in day-to-day work and when responding to emergencies.
New technology, which has nearly 1,400 cases, is the second most frequent type. New technology is referenced in many areas, including education, agriculture, medicine, and the military, with contexts that underscore its constant and universal importance to actors.
With respect to humanitarians, new technologies could be grouped into those that tend to impact operations externally (military drones used in conflicts), internally (software built within the industry to track malnutrition), or those which come to permeate and affect society as a whole (internet, smart phones).
Humanitarian discussion of new technology centres on its identification, promotion, and discussion. Being unable to adapt to and employ new technologies is a common concern, yet organisations frequently document and highlight their use of technological innovations. At the same time, each organisation and project clearly has a unique relationship to technology: beyond ITC, many technologies are sector- and application-specific.
The following contexts offer a sample of the variety of statements found (see Debates & Controversies for more critical discussion).
We introduced new technology that could identify and enrol patients quicker, and completed a pilot study to see if text message reminders could help keep patients in treatment.
Failure to keep pace with new technologies and ways of reaching our supporters and the communities we serve, in the way that they prefer, could reduce our impact and effectiveness.
But not all new technology is digital – in Afghanistan, Sierra Leone and Uganda we supplied new eco cooking stoves that save families substantial amounts of time and fuel, and reduce deforestation.
The project has constructed latrines at 15 schools and rehabilitated or drilled 108 water boreholes, but the project's most critical component is community-led total sanitation and hygiene. Improved facilities and new technologies are only worthwhile if communities value them.
The project also seeks to make mobile technology women friendly. This increases the decision making capacity of women as well as enabling improvements in health. AIL has trained and closely monitors its health staff as they assist poor, rural women to use the phones and health apps and record the data.
Mobile technology is increasingly a vector for recipients of humanitarian aid to give feedback to the providing agency, communicate their needs and express their views.
Technology lacks high frequency compounds: the most relevant compound terms together offer fewer than 500 cases, nearly half of which are technology transfer. Similarly, others also centre on technology's use and distribution: technology adoption, upgrade, platform, solution, diffusion, and infrastructure.
These compounds generally qualify as either the objectives or capacities that organisations have across various areas of operation. Technology transfer, for one, has been paired with capacity building and can be considered a key programme indicator.
Farmers Field School (FFS) is a very good platform for learning sharing and technology transfer regarding the climate resilient agriculture practices.
MyChild system is an information technology platform with a number of applications that will support child health service delivery in The Gambia.
For research involving youth, we not only address young people's experiences, but we incorporate the fast-moving technology platforms they live by.
In addition, by enhancing its technology infrastructure, the Red Cross will now be able to assist up to 100,000 families a day within 10 days of a catastrophic event.
Many contexts indicate causal relationships between technology and the conditions or circumstances that it may impact. While statements are often made about the impacts of a technology, authors also express the need to better understand and quantify said impacts, in part to avoid overestimating the influence of new technologies.
The growing recognition that some weapons and technologies have unacceptable humanitarian consequences has reinvigorated the nuclear weapons discourse as well.
It uses the cellphone – the most widely used communications technology in Malawi – to connect people living in isolated, rural areas to health professionals who would otherwise be unreachable. It's not an understatement to say the technology is having a transformative impact in the districts where it has been piloted.
The technological revolution represents "skill-biased technical change": the idea that the net effect of new technologies is to decrease demand for less skilled workers while increasing demand for skilled labour.
It is important, however, not to overestimate the impact of newer communications technologies. Although the Internet is considered a global communications medium, access is still limited in many locations. Accurately measuring the Internet's level of influence is difficult.
Frequent words that accompany a term are known as collocates. A given term and its collocates form collocations. These can be extracted automatically based on statistics and curated manually to explore interactions with concepts.
Comparisons over time between organisation types with the greatest number of hits (IGO, NGO, State, RC and NGO_Fed organisations) may prove to be meaningful. Below is an histogram for the top yearly collocation for each of the five organisations with the greatest contribution as well as across all organisation types.
Collocational data for technology was found to be scarce. Across all 5 organisation types analysed, only 1 top collocate was obtained:
science
IGO documents generated science as top collocate in 2016.
NGO documents generated science as top collocate in 2017 with the highest overall score.
State documents generated science as top collocate in 2014 with the highest overall score.
RC documents generated digital as top collocate for 2015.
NGO_Fed documents generated digital as top collocate for 2017.
Organisation subcorpora present unique and shared collocations with other organisation types. Unique collocations allow to discover what a particular organisation type says about technology that others do not.
IGO documents feature the following top ten unique collocates:
DOIT (Department of Information and Technology Services)
CCS ( carbon capture and storage from CCS Technologies)
energy-efficient
ballistic
index
CTF ( Clean Technology Fund)
wireless
oil
division
rank
NGO documents feature the following top ten unique collocates:
rat
Ahsania (From Ahsania Institute of Medical Technology)
AIICT ( Ahsanullah Institute of Information & Communication Technology)
electrical
textile
chemical
ahsanullah ( Ahsanullah Institute of Information & Communication Technology)
genexpert
incubator
peninsula
State documents feature the following top ten unique collocates:
Japan
e-just (Egypt-Japan University of Science and Technology)
JST (Japan Science and Technology)
possess
intelligence
aquaculture
excellent
outstanding
senior-level
BMWI (Federal Ministry of Economics and Technology)
RC documents feature the following top ten unique collocates:
polypropene
warfare
bern (Bern University)
logistics
orthotic
prosthetic
leave-behind
orthopaedic
fast-evolving
community-centred
NGO_Fed documents feature the following top ten unique collocates:
ATTC ( Agro-Technical and Technology College)
automotive
ultrasound
airtight
CTA (Community Technology Access)
pro-rata
airline
agro-technical
PTR ( Professional Technology Repairs)
fuel-efficient
Shared collocations allow to discover matching elements with organisations who discuss technology. These constitute intersections between subcorpora.
Top collocates shared by 2 organisation types are:
know-how (State + IGO)
japanese (State + NGO)
scientific (State + IGO)
industrial (RC + IGO)
lab (State + IGO)
fitting (State + NGO)
corporation (NGO_Fed + NGO)
creative (RC + NGO)
missile (State + IGO)
blockchain (RC + IGO)
Top collocates shared by 3 organisation types are:
diffusion (State + RC + IGO)
clean (State + NGO + IGO)
assistive (RC + NGO_Fed + IGO)
renewable (State + NGO + IGO)
advantage (State + RC + IGO)
low-carbon (State + NGO + IGO)
Queensland (RC + NGO_Fed + NGO)
park (State + NGO + IGO)
virtual (RC + NGO_Fed + NGO)
green (State + NGO + IGO)
Top collocates shared by 4 organisation types are:
telecommunication (State + RC + NGO + IGO)
embrace (RC + NGO_Fed + NGO + IGO)
utilize (State + RC + NGO + IGO)
low-cost (RC + NGO_Fed + NGO + IGO)
agricultural (State + NGO_Fed + NGO + IGO)
cutting-edge (State + RC + NGO + IGO)
computer (RC + NGO_Fed + NGO + IGO)
satelite (State + RC + NGO + IGO)
Massachusetts (RC + NGO_Fed + NGO + IGO)
emerge (State + RC + NGO + IGO)
Top collocates shared by 5 organisation types are:
science (State + RC + NGO_Fed + NGO + IGO)
communication (State + RC + NGO_Fed + NGO + IGO)
information (State + RC + NGO_Fed + NGO + IGO)
digital (State + RC + NGO_Fed + NGO + IGO)
modern (State + RC + NGO_Fed + NGO + IGO)
innovation (State + RC + NGO_Fed + NGO + IGO)
engineering (State + RC + NGO_Fed + NGO + IGO)
innovative (State + RC + NGO_Fed + NGO + IGO)
harness (State + RC + NGO_Fed + NGO + IGO)
mobile (State + RC + NGO_Fed + NGO + IGO)
The chart below represents the distribution of technology between 2005 and 2019 in terms of the number of occurrences and relative frequency of occurrences. It also allows you to view the distribution across Regions, Organisations and Document types.
The relative frequency of a concept compares its occurrences in a specific subcorpora (i.e. Year, Region, Organisation Type, Document Type) to its total number of occurrences in the entire HE corpus. This indicates how typical a word is to a specific subcorpus and allows to draw tentative comparisons between subcorpora, e.g. Europe vs Asia or NGO vs IGO. You can read these relative frequencies as follows:
Relative frequency is expressed as a percentage, above or below the total number of occurrences, which are set at 100%. This measure is obtained by dividing the number of occurrences by the relative size of a particular subcorpus.
Under 100%: a word is less frequent in a subcorpus than in the entire corpus. This is means that the word is not typical or specific to a given subcorpus.
100%: a word is as frequent in a subcorpus as it is in the entire corpus.
Over 100%: a word is more frequent in a subcorpus than in the entire corpus. This means that the word in question is typical or specific to a given subcorpus.
As an author, you may be interested in exploring why a concept appears more or less frequently in a given subcorpus. This may be related to the concept's nature, the way humanitarians in a given year, region, organisation type or document type use the concept, or the specific documents in the corpus and subcorpora itself. To manually explore the original corpus data, you can consult each Contexts section where available or the search the corpus itself if needs be.
Occurrences of technology were highest in 2013, also obtaining the highest relative frequency recorded (111%).
Europe generated the greatest number of occurrences and Asia generated the highest relative frequency with 159%.
The top 5 organisation types with the highest relative frequency of technology are State, WHS, Net, Found and IGO.
General documents provided the greatest number of occurrences and strategy generated the highest relative frequency with 151%.
This shows the evolution of technology and in the vast Google Books corpus, which gives you a general idea of the trajectory of the term in English books between 1950 and 2019. Values are expressed as a percentage of the total corpus instead of occurrences.
Please note that this is not a domain-specific corpus. However, it provides a general overview of and its evolution across domains.
Technology increased until 1991 when it reaches its peak. From then onwards it decreases until 2019ñ
No summary of how technology challenges and changes humanitarian action can cover the full breadth of topics it affects. That said, there are several trends in corpus documents. Challenges with technology often fall into the the following categories: access, effectiveness, implementation, transfer, and misuse. The potential of technology is also commonly debated, supported, and doubted. Many examples highlight positive and negative impacts, as well as systemic changes affecting the field's future.
The sample of contexts on challenges includes most geographic regions, but especially represents Activity Reports and General Documents from Europe. The most detailed discussion is often concentrated in special-issue documents, since many reports may refer to a challenge but only in passing.
A key corpus document for debates and issues regarding technology is the Red Cross World Disasters Report 2013 (GD-101), which is dedicated to the subject. While several contexts are offered below, the full-text document offers much more information than can be shown here.
access to technology (i.e., the digital divide)
for women, the developing world, affected populations, humanitarians
with questions of who controls new technology
requiring training, digital inclusion to be meaningful
effectiveness of technology
for human development, agriculture, humanitarians
with differing utility by event type (slow- vs fast-onset events)
having a learning curve
implementation of technology
for remote areas, practitioners, humanitarian technology market, local actors
requiring funding, trained staff, adequate skills, appropriate use
technology transfer
for humanitarians and local actors
misuse of technology
by authoritarians, military
in medicine (sex selection)
The type and effectiveness of agricultural technologies are highly debated, and the debates are often polarized. Technology options are many, but transparent evidence-based information has been inconclusive or scarce.
New technologies should only be introduced after a disaster if they have previously been tested in the local area and are known to be adapted and acceptable to beneficiaries. When introduced, new technologies should be accompanied by appropriate community consultations, provision of information, training and other relevant support. Wherever possible this should be done in coordination with private and public extension providers and input suppliers to ensure ongoing support and accessibility to the technology in the future and, critically, commercial viability.
Using even simple technologies is a challenge. With limited internet access and low bandwidth, transferring data between agencies can be difficult. In an attempt to resolve some of these problems, REACH has developed an offline version of the interactive webmap that can be used without internet access. While this has been effective, providing regular access to data remains a challenge. REACH currently has a team in the field helping aid actors to adapt and customise their own databases to make them compatible with the REACH database.
The use of drones, especially in conflict settings, has raised particular concerns regarding privacy and neutrality during data collection, and the related need for transparency and informed consent for the communities drones are observing.13 The rise of humanitarian technology is also propelled by the defence and intelligence surveillance industries' search for new markets and the legitimacy provided by partnerships with humanitarian actors.
positive potential / needs
as a priority for RC & disaster management
improve gender equality, empowerment of women
increase worker efficiency, well-being
improve data management, reduce data gaps
improve sanitation
negative potential / risks
increase abusive behaviour, gender inequality
challenge IHL (new weapons)
increase vulnerability (due to relying on tech infrastructure)
require data anonymisation and increased costs
reduce employment, automate jobs
increase medicine costs
other potential changes
challenge the status and work of researchers
speed up events, responses, effects
Conclusion The link between technology and the agility of aid is therefore not so obvious and raises questions about our practices. Do we really need real-time data at headquarters or regional levels in order to make decisions? This is not really so obvious if the decisions themselves are not made in the right place and the technology appears to only be legitimising this illusion of knowledge and control. Do information systems necessarily produce reliable data? This needs to be qualified in the light of the frequent methodological weaknesses of data collection in the field. Basing our analyses purely on data, without experience or knowledge of the context, is often useless, and the technological veneer can even sometimes legitimise inappropriate data. Finally, are aid actors really capable of adapting their responses due to feedback from IT tools such as crowdsourcing? Numerous structural weaknesses remain and technology will not be able to solve all of these. It may even continue to mask them if the current trend continues without any serious questioning of approaches and practices.
Today, we still produce books and research reports, and proudly manage two refereed journals, Development Policy Review and Disasters. But the internet has changed the way we communicate, and the proliferation of media outlets has changed the way we engage with audiences. We have found we need to be brief and much, much faster. The two-page opinion or the five-paragraph blog, turned around in just a few hours, is an essential vehicle for policy influence. In the future, technology is likely to challenge even further the expert status of the researcher. It will require us to assume a different kind of role in facilitating new knowledge networks. These challenges are more acute in a think tank like ODI than they might be in a traditional university department or research institute.
Technology transfers from the North require costly adaptation due to differences in absorptive capacity, but technological transfers within the South are more likely to need little adaptation and to involve more-appropriate technologies and products.
The view from below: issues for potential users In the future humanitarian organisations will increasingly engage in discussions about the politics and logistics of procuring drones. As 'humanitarian technology' has become a more commercially interesting field, the humanitarian enterprise needs to get better at dealing with the vendors of these products. However, the use of 'humanitarian drones' also raises important ethical and legal issues, which will need to be fleshed out and discussed.
While it has the potential to empower local actors, ‘leave-behind’ technology too often places a significant burden on organizations and communities, which find it difficult or impossible to assimilate, maintain and thus sustain its functionality. For some organizations, it may end up threatening their ability to perform their core activities [....]
Experience shows that organizations and communities are more likely to be successful in assimilating leave-behind technology, when the technology is known and when it directly supports an existing activity. The size of the project is also a factor. Larger technology projects have a significantly bigger risk of failing. The biggest risk of failure to implement technology in organizations is the lack of plan- ning and poor project management [....]
A study of 5,400 large-scale technology projects (projects with initial budgets greater than US$ 15 million) in commercial companies finds that persisting problems are usually in project management. Among the key findings quoted from the report (Bloch, Blumberg and Laartz, 2012):
17 per cent of large technology projects go so badly that they can threaten the very existence of the company.
On average, large technology projects run 45 per cent over budget and 7 per cent over time, while delivering 56 per cent less value than predicted.
There is no evidence to show that this should be different in humanitarian organizations or local communities.
Even though the project supported core Haiti Red Cross activities, it failed because the technology introduced was unfamiliar to the organization, because too few staff and volunteers were trained and because they were trained to an insufficient level. Since their early involvement was very limited, neither senior management nor staff and volunteers felt any sense of ownership.
A simple leave-behind technology checklist
Relevance: When seen from the local actor’s perspective, is the technology clearly relevant to their work and will it support an existing activity or an upcoming new activity? Will the technology in fact just add layers of maintenance and operational costs without adding operational value? Engage in dialogue before considering technology projects. Technology should not decide organizational priorities, but organizational priorities should always decide technology choices.
Maturity level of actors or organizations: Is the local actor ready to adopt the technology? Even the most advanced organization will have trouble adopting technology ahead of its time. Does the organization have the necessary skills and resources to support and maintain the technology and to replace broken-down equipment?
Project management: Are project managers available? Technology projects are by definition development projects and should be treated as such – even when the technology is donated. Ownership at all levels of the organization is crucial for the project to become a success.
Exit strategy: How will the organization evolve from the donated technology platform to an upgraded platform in a few years? Is it plausible? Is funding available to sustain the technology and, if not, what happens when the funding disappears? n Electronic waste: Will the technology in time pose an environmental problem for the organization or community that received it?
Technology lacks direct synonyms, but is strongly associated with other HE concepts, innovation, knowledge, and data being the most relevant.
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