There are 21,259 occurrences of livelihood in the HE Corpus.
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Refresh the website if the graphics are not shownLivelihood occurs mostly in documents published in Europe, closely followed by Asia and North America. Overall, the top five contributors in terms of occurrences are NGO, NGO_Fed, IGO, RC and C/B organisations.
NGO documents provide most occurrences, primarily from activity reports published in Asian and Europe. In second place, occurrences from NGO_Fed were mostly obtained from activity reports published in Europe, as well as Asia and North America to a lesser extent. IGO documents contribute with occurrences obtained mostly from European, North African and African general documents in order of relevance.
Documents from RC are mostly activity reports published Europe with a minor African contribution. Finally, C/B generates a considerably smaller number of occurrences from European general documents.
There are no explicit definitions for livelihood in the HE.
More meaningful conceptualisations can be traced by analysing compound concepts like livelihood support or livelihood sustainability. In fact, occurrences of livelihood compounds account for nearly 69% of all occurrences of livelihood.
As a simple concept, livelihood is described in terms of economic activities, as well as reliance on resources and assets. In this case, livelihood on its own appears to be synonymous with the notion of source of livelihood.
Nonetheless, as agriculture is the dominant form of livelihood for the majority of households in countries affected by conflict.
CHA and its agencies visited over 45 beneficiaries in eight GN Divisions in Trincomalee and found that the beneficiaries had utilized the assistance they received to engage in a range of livelihoods including small businesses, goat rearing and home gardening.
They also need fair and equal access to the natural resources on which their livelihoods depend.
Farmers and other rural workers whose livelihoods depend on land, soil, water and cattle can become food insecure if their natural resource base is altered through climate change or environmental degradation, reducing yields and increasing labour requirements.
FAO works with countries and communities to prevent and mitigate crisis and disaster risks by promoting risk reduction good practices and technologies as well as risk-transfer and social protection measures for people whose livelihoods depend on crop, livestock, fish and forest products.
CARE supported coastal villages in improved techniques of seaweed cultivation as a source of livelihood.
This land is the only source of livelihood for my family.
Rubina's husband, a daily wage labourer, also lost his source of livelihood.
based on economic activity
agricultural livelihood
farming livelihood
non-agricultural livelihood
fishing livelihood
non-farm livelihood
livestock-based livelihood
pastoralist livelihood
pastoral livelihood
based on innovation of practices
traditional livelihood
alternative livelihood
new livelihood
based on location
rural livelihood
local livelihood
urban livelihood
based on unreliability/inadequacy
fragile livelihood
precarious livelihood
vulnerable livelihood
poor livelihood
inadequate livelihood
based on person/group type
family livelihood
community livelihood
household livelihood
farmer livelihood
refugee livelihood
individual livelihood
youth livelihood
villager livelihood
small-holder livelihood
based on continuance
sustainable livelihood
resilient livelihood
stable livelihood
long-term livelihood
lasting livelihood
climate-resilient livelihood
reliable livelihood
secure livelihood
based on adequacy
decent livelihood
viable livelihood
reasonable livelihood
dignified livelihood
adequate livelihood
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 contribution (NGO, NGO_Fed, IGO, RC and C/B organisations) proves 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.
Across the 5 organisation types, back-to-work has the highest score as top collocate in 2006. However, rebuild and restore are the most relevant top collocates, topping multiple years. Other top collocates include diversified revive, diversification, destroy and disrupt
NGO documents contain MSI as top collocate with the highest score for 2012, followed by accountability and participation for 2015 and 2007, respectively.
Collocation data from NGO_Fed is only available for 2018 with advocacy as top collocate.
In C/B documents, the most relevant collocation is collective for 2019, closely followed by communication in 2018 and sustainability in 2010. There is no collocational data available for other years.
C/B documents generated only 2 top collocations for 2017 and 2018, with communication recording the highest score.
Similarly, RC documents only generated 3 top collocations for 2016, 2017 and 2018, with accountability recording the highest score.
Organisation subcorpora present unique and shared collocations with other organisation types. Unique collocations allow to discover what a particular organisation type says about livelihood that others do not.
Top unique collocates for NGO include villager, acted, CHA (Consortium of Humanitarian Agencies), disadvantaged, CCDB (Christian Commission for Development in Bangladesh), avenue, struggle, resettle, poorest, Karamoja (region in Uganda).
NGO_Fed documents feature campaigning, orphans, ActionAid, old, Qurbani (Muslim ritual of animal sacrifice during Eid al-Adha), lift, alleviating, devastated, Oxfam, char (from char people or char dwellers of Bangladesh).
IGO unique collocates with the highest scores are unsustainable, endanger, biodiversity, protracted, market-based, pastoralism, meagre, stress, deplete and life-saving.
Documents from RC generated the following top unique collocates: weaken, kick-start, ICRC-provided, conflict-affected, violence-affected, breadwinner, back-to-work, preserving, belonging and self-sufficiency.
The only unique collocates for C/B are wheel, micro-entrepreneur, threshold, wealth, compensation, move, list and relation.
Shared collocations allow to discover matching elements with organisations talk about affected populations. These constitutes intersections between subcorpora.
Top collocates shared by 2 organisation types are self-reliance (NGO+IGO), depletion (IGO+C/B), improving (NGO_Fed+NGO) revive (RC+NGO), promoting (NGO_Fed+NGO) and collapse (NGO+IGO)
Top collocates shared by 3 organisation types include disruption (RC+NGO+IGO), restart (RC+NGO_Fed+NGO), resume (RC+NGO+IGO), preserve (RC+NGO+IGO), regain (RC+NGO_Fed+NGO) and smallholder (NGO_Fed+NGO+IGO).T
Top collocates shared by 4 organisations include activity, restoration, lose, threaten, re-establish (NGO+RC+NGO_Fed+Net) and undermine (RC+NGO+IGO+C/B).
Top collocates shared by all organisations analysed (RC+NGO_Fed+NGO+IGO+C/B) are rebuild, restore, option, diversification, sustainable, diversify, protect, alternative and destroy.
Verb collocates are useful in determining key relations between concepts.
On the left is a diagram that represents verbs of which livelihood is the subject (in green) and the object (in pink). At first sight, livelihood collocates with verbs more frequently as an object than as a subject.
As an object, when humanitarians mention livelihood, they do so focusing on the following dimensions:
improvement of livelihoods (improve, enhance, strengthen)
restoration of livelihoods (restore, rebuild)
protection of livelihoods (protect, secure)
creation of livelihoods (build, promote)
supporting the livelihoods of affected people (support)
disruption of livelihoods (affect, destroy)
As a subject, livelihood only appears to truly collocate with few verbs. Most of these verbal collocates are actually nouns (livelihood programme, livelihood support, livelihood work) or adverbial adjetives (cope from livelihood coping strategy).
Humanitarians use livehood as a subject to describe:
specific situations concerning livelihoods (be, have, remain)
reliance on economic activities and/or resources (depend)
people who rely on specific forms of livelihood (depend)
Further collocational analysis reveals that key associated concepts to livelihood include:
livelihood support
livelihood opportunity
livelihood activity
livelihood project
livelihood option
livelihood security
livelihood programme
livelihood assistance
livelihood strategy
livelihood skill
livelihood development
livelihood asset
livelihood training
livelihood recovery
livelihood improvement
livelihood intervention
livelihood diversification
source of livelihood
loss of livelihood
means of livelihood
improvement of livelihood
restoration of livelihoods
recovery of livelihoods
disruption of livelihoods
development of livelihoods
destruction of livelihoods
lack of livelihoods
diversification of livelihoods
resilience of livelihoods
promotion of livelihoods
protection of livelihood
sustainability of livelihood
These conceptual combinations can further examined on demand. Please use the Discussion form at the bottom of this LAR.
The chart below represents the distribution of livelihood 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 to explore why a concept appears more or less frequently in a given corpus. 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 "contexts", or the search the corpus itself.
Occurrences of livelihood were highest in 2017. However, 2011 saw the highest relative frequency with 250%.
Europe generated the greatest number of occurrences with a relative frequency of 82%. Coming in second place with comparatively fewer occurrences, Asia recorded the highest relative frequency with 131%.
The top 5 organisation types with the highest relative frequency of livelihood are Project, C/B, NGO_Fed, NGO and RC.
Activity reports provide the greatest number of occurrences. However, livelihood obtains the highest relative frequency in Strategy documents with 132%.
This shows trends for livelihood and its plural form in the vast Google Books corpus, which gives you a general idea of the evolution 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 an overview of livelihood across domains.
Tourism is another livelihood issue confronting the world's poor, but there is little consensus on its impact in developing countries. The sector attracts condemnation and enthusiasm in equal measure. Over a decade of research in holiday destinations across Africa and Asia, ODI has examined where the money goes and who gets what. In 2009, we published Tourism and Poverty Reduction: Pathways to Prosperity, suggesting that tourism can fight poverty, but does not always do so. Where it works as a development tool, international tourism does channel resources from rich to poor. In some destinations, between one quarter and one third of all in-country tourist spending reaches poor households in the locality – a figure that compares favourably with ethical trade in many agricultural commodities. Where it doesn't work, the poor see little of the tourism dollar.
Poverty with the confines of sustainable livelihoods is not just a question of low income, but also includes other dimensions such as illiteracy, lack of social services, as well as a state of vulnerability and feeling of powerlessness and social exclusion.
Recent research supports our view that AIDS is challenging rural livelihoods, undermining resilience to other shocks and stresses and creating new patterns of malnutrition. Humanitarian and development agencies will need to consider this scenario carefully as they contemplate future activities in heavily AIDS-affected areas.
Livelihood emergencies of many different types, in many different places, will produce many of the next food security or famine crises.
Finally, does post-disaster diplomacy address long-standing development and sustainability issues, including political, livelihood and economic concerns? In most cases, disasters or crises have not led to the resolution or full consideration of longer-term challenges, including those related to livelihoods, environmental management, inequity and injustice.
Crisis livelihood strategies have short-term horizons, undermining the natural resource base.
Additionally, when livelihood programmes that target women have parallel programmes that target men or engage men in other ways directly in women-focused programmes, those programmes are safer for the female participants.
Internally displaced women and children continued to face particular protection issues. Limited access to livelihoods and the resulting poverty led some IDPs to force girls into early marriage or take their children out of school to help earn an income. The trafficking of displaced women and children, including Roma, increased in Bosnia and Herzegovina during the year.
Given that the concept of habitual residence is intimately linked to the issue of livelihoods, people who have lost them as a result of their displacement – such as pastoralists in Somalia and elsewhere in eastern Africa – are considered IDPs. We consider a person to be displaced regardless of how far or for how long they flee
Agriculture and the rural economy are key sectors for supporting livelihoods in protracted crises, but they are not properly reflected in aid flows. Agricultural and rural-based livelihoods are critical to the groups most affected by protracted crises. Agriculture accounts for a third of protracted crisis countries' gross domestic product and two-thirds of their employment. Yet agriculture accounts for only 4 percent of humanitarian ODA received by countries in protracted crisis and 3 percent of development ODA. The current aid architecture needs to be modified to better address both immediate needs and the structural causes of protracted crises. The current system uses humanitarian assistance to support short-term efforts to address the immediate effects of a crisis, and development assistance for long-term interventions to address underlying causes. Areas of intervention that are important in protracted crises (including social protection and risk reduction) are often underfunded.
And better analysis is needed to understand the nuances of livelihood adaptations in protracted crises, some of which can be built upon by external actors (e.g. remittances and changes in local institutions governing property rights in land and natural resources), and some of which should be mitigated (e.g. over-exploitation of natural resources).
Livelihoods assessments must take into account key dynamics of local institutions (including power and conflict dynamics) in order to better understand the drivers of crisis and identify adequate forms of assistance as well as trustworthy and sustainable partners to address long-term needs.
Many millennials are looking for work that goes beyond creating profits, hoping to solve environmental and social problems as part of their livelihoods .
Although progress has been made in making information available that can be useful in providing warning signs, such as monitoring of climate data, biomass changes, the price of foodstuffs and livestock and survival strategies adopted by local communities, early response remains one of the main obstacles to providing an intervention that is appropriate and timely (i.e., arriving at a time when it has the potential to reduce the destructive effects of the crisis on livelihoods as much as possible).
IDP populations are often remaining displaced – in sites and host communities – for longer periods of time, a phenomenon that requires analysis of more medium-term solutions beyond delivery of immediate humanitarian assistance. The entire humanitarian community is addressing this issue as questions of livelihood activities for IDPs, burdens on host families and communities, the risks and opportunities of sites and camps, and prospects and modalities for return become more critical.
Understanding vulnerabilities before, during and after a crisis makes it easier to provide appropriate assistance, and to identify how communities can rehabilitate and improve their livelihoods. Crises can disrupt many of the factors that people rely on to maintain their livelihoods. People affected by crises may lose their jobs or have to abandon their land or water sources.
In urban areas, the impact of a crisis on livelihoods is likely to be different from the impact in rural areas. Household composition, skills, disabilities and education will determine the degree to which people may participate in different economic activities. Generally, poorer urban people have a less diverse range of livelihoods coping strategies than their counterparts in rural areas.
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