A Global Examination of Population and Fertility Discourse

Abstract

The Brown Institute, in partnership with the United Nations Population Fund, is excited to announce a research endeavor investigating and visualizing the patterns and trends of media coverage on population and fertility across eight countries — including the United States, Brazil, France, Hungary, Japan, Nigeria, India, and Egypt. These were countries identified by the UNFPA for a public perception survey conducted for their 2023 Annual Report. Drawing on high-circulation news organizations as sources, specifically those identified in the Reuters Digital News Report, this study examines nearly 8 million news stories from 2020 through 2022. At its core, it looks to uncover the prevalence of population and fertility discussions within the larger media discourse in the different countries. Specifically, when discussing population or fertility rates, what is the framing and tone of coverage? For example, the study examines the co-occurrence of population and economic concerns, fertility and health and education access, and population and migration, analyzed across countries. It also seeks to explore the article’s sentiment, highlighting what media coverage looks like at a country level. Through advanced data analysis and visualization techniques, the findings of this project will shed light on the patterns and dynamics of media coverage of population-related issues across diverse cultural and geographic contexts, providing valuable insights into how these issues are framed and discussed in the public sphere. Ultimately, this research will contribute to a more nuanced understanding of the intersections between media and public perception on topics of population and fertility.

Key Takeaways
Covid-19's Impact: The pandemic's profound influence on media coverage, including 40% of imagery related to population and fertility topics, illustrates the interconnectedness of global health and demographic issues. This has been especially marked in countries like Brazil and India, where the intertwining of pandemic-related coverage with population and fertility themes emphasizes the complex relationship between these significant global challenges.
Country-Specific Trends: Insights from country-specific trends reveal localized concerns and policy directions. For example, Egypt's media coverage demonstrates government efforts on women's health, while the U.S. witnessed a prominent spike in media due to discussions around Roe v. Wade, reflecting a unique blend of cultural and political narratives within different nations.
Economy as a Dominant Subtheme: The prominence of the economy as the most frequently referenced subtheme in the context of population and fertility shows how deeply demographic changes are linked to economic factors. Particularly pronounced in countries like Japan and Nigeria, this connection suggests that the economic implications of population changes are central to understanding and addressing these challenges in various national contexts.
Geopolitical Landscape's Influence: The media attention on population and fertility reflects a complex geopolitical landscape, with an over-indexing of G7 nations and a significant emergence of non-G7 countries like India, Egypt, Nigeria, China, and Brazil. This blend of influences highlights both an inherent bias in media coverage towards economically dominant countries and the essential role that diverse economic and political backgrounds play in shaping the global conversation about population and fertility.
Tonal Variation Across Countries: The significant variation in tone across countries reveals both positive and negative sentiment in population and fertility coverage, as seen in more negative press in France and the U.S., and more positive coverage in Egypt, Nigeria, and Hungary. This variation underscores the influence of cultural, political, and social contexts on how these themes are framed and discussed, reflecting differing governmental stances, societal norms, and public opinions across the world.

Background As the world population surpasses 8 billion, it is crucial to understand how fertility and population are reported on both at the local and global level. Commissioned by the United Nations Population Fund (UNFPA), this research delves into the media’s portrayal of population growth and its implications. When launching this work, the focus was on news coverage surrounding November 15, 2022, the date on which the world population reached this historic milestone. Through our initial analysis, we recognize the significance of taking a more longitudinal approach to studying reporting patterns, which will enable us to contextualize this event within larger trends and explore other important factors shaping the conversation around population growth. In this report, we present our findings on the representation of fertility and population in the media, as well as provide insights that might be used to improve discourse and create more informed dialogue around these critical issues.

To investigate how perceptions of fertility and population were reported in the media, we analyzed a vast dataset of news articles sourced from GDELT, an online news database. The GDELT Project, supported by Google Jigsaw, monitors the world’s news media in print, broadcast, and web formats, in over 100 languages, and collects and publishes content on a 15-minute cadence. Our research drew on a survey of 7.91 million unique articles published between January 1, 2020 and December 31, 2022, encompassing total coverage from 63 of the highest-reach news outlets, including both online and print platforms. The countries we focused on were the United States, Brazil, France, Hungary, Japan, Nigeria, India, and Egypt. For each of these countries, we selected a combination of the top 5 online outlets and the top 5 TV, radio, and print outlets, with the exception of Egypt, which required additional consultation with a media researcher. News organizations topping the Digital News Report lists in multiple countries like CNN and Yahoo as well as shared domain prefixes such as Globo account for the discrepancy and final count of organizations being analyzed.

In total, 405,801 unique articles related to the themes of population and fertility were identified using extensive keyword match techniques performed by the GDELT service, which translated article text into English for analysis. In order to ensure that our analysis focused on the most relevant and accurate news stories, we employed a sampling process to identify topics most closely related to our themes. Specifically, we analyzed an initial set of 10 related topics and identified a subset of four with a relevancy rate of 95% or greater across a 200-article sample. In addition to theme identification, GDELT assigns emotional dimensions to each article, identified on the original language text. For the purpose of our analysis, we made use of tone and polarity measures described later in the report.

The impact of the Covid-19 pandemic on the counts of news stories related to population and fertility is striking. When looking across samples of headlines, high levels of pandemic-related reporting made explicit reference to the national or global population, the impacts of the virus and vaccine on maternal and child health, the impact on death rates, and a collapse in fertility rates in countries around the world. Trends in relevant reporting, shown below, help expose the relationship between the Covid-19 pandemic coverage and our theme. Given the overwhelming amount of coverage devoted to the pandemic, we also analyzed a subset of population coverage that excludes explicit reference of Covid-19 or the pandemic. This subset amounts to 16,197 unique articles.

We conducted a range of analyses on our datasets. Our research encompassed a country-by-country analysis of relevant articles, an exploration of the frequency in which external countries were referenced in articles pertaining to population and fertility, an examination of various subthemes covered when reporting on the overarching theme, and a series of case studies. By examining a diverse subset of analysis, the research provides a detailed understanding of how the media has approached and framed discussions surrounding population growth and fertility, both globally and within specific countries and contexts.

Coverage and Relevance

Key Takeaways
The study illustrates Covid-19's significant influence on population and fertility media coverage, especially in Brazil and India.
The report emphasizes the importance and challenge of examining non-Covid-19 related coverage on fertility and population.
The analysis reveals country-specific trends and events, like a surge in Egypt regarding women's health and Roe v. Wade in the U.S., with some linguistic and translation limitations.

Relevant coverage to the theme of population and fertility largely followed patterns of coverage relating to the Covid-19 pandemic. The focus of this research was on media coverage on the topics of population and fertility. It is well reported that the pandemic had and continues to have a dramatic impact on populations around the world, ranging from regressions in life expectancy to continued and dramatic drops in fertility rates in many countries. While pandemic coverage directly references national and global populations and required national and global public health interventions, much of the analysis here will focus on a subset of population coverage that excludes references to Covid-19. The chart below visualizes the dramatic impact of Covid-19/pandemic coverage on the discourse surrounding population and fertility.

In the early months of 2020, coverage relating to the theme was low and stable but saw a marked uptick at the start of the Covid-19 lockdowns, happening in January 2020 in Wuhan and in mid-March in the countries included in this study. As infections and deaths compounded worldwide, so too did news coverage related to population. In addition to these indicators, vaccine development and rollout was also a significant driver of coverage. When looking at country-specific trends, we observed spikes in coverage occurring alongside spikes in new infections. For example, coverage in Brazil followed surges in infections within the country. Another example can be seen when analyzing India and its vaccine rollout and surges in new infections due to the Delta and Omicron variants. Relevant population and fertility coverage, as well as new the Covid-19 pandemic infections in India, can be seen in the two charts below.

These findings underscore the significant impact the global pandemic had on media related to population and demographic-related, and how difficult it is to parse the two. It also highlights how non-Covid-19 pandemic coverage related to more niche reporting on fertility or country-based population measures was overshadowed during this time.

In peeling away the weighty veil of Covid-related coverage, examination of the media landscapes in eight disparate countries reveals intriguing insights into the frequency and content of reporting on population and fertility. It is worth noting that this analysis may not fully capture the intensity and scope of discourse in Hungary and Japan, due to linguistic idiosyncrasies and challenges in translating terms related to population and fertility. Consequently, these countries will feature less prominently in our exploration.

The charts above provide the opportunity to investigate spikes and lulls in coverage. Take, for example, the upswells of coverage in Egypt during March 2022, which bore witness to a crescendo of reportage on the government’s efforts to buttress women’s health and empowerment. Across the ocean, the American media landscape saw its own spike in June 2022—the reverberations of which were felt nationwide—as the headlines were dominated by discussions surrounding the landmark reversal of Roe v. Wade. These trends, tonal modulations within this coverage, and select articles can be found in the remainder of the report.

Visual Analysis

Key Takeaways
Pandemic imagery is prevalent, comprising 40% of the visuals in population and fertility topics, emphasizing Covid-19's influence.
Varied visual themes exist, including business apparel (18%) and crowds (6.4%), with country-specific trends such as crowd scenes in the U.S., France, and Nigeria.
Significant events, such as Roe v. Wade in the U.S., strongly shape the visual narrative within media coverage.

Introduction

Our research now shifts to the examination of images embedded within the article dataset. In this section, we dissect country-level visual motifs in the coverage of population and fertility topics. Our primary interest is the main header image associated with each article, as identfied by GDELT. Any images that do not meet the minimum size criteria of 300 pixels in height or width are systematically excluded from our study.

The ratio of lead-images to articles varies by country. This is largely attributable to disparities in the reliability of image hosts, the frequency of text-only articles, and domain-specific challenges encountered during image scraping. For image retrieval rates by country, consult the appendix here. See below for image coverage by year and quarter for both the full dataset and the smaller non-Covid-19 subset.

Image retrieval rates are positively correlated with article recency — older articles are more likely to contain dead links.

Full Dataset

In the full dataset of roughly 320,000 images, 40% contain imagery associated with the pandemic: masks, vaccines, viruses and syringes. Within this category, masks (Figure 1) and vaccines (Figure 2) emerge as the most represented subcategories. This contrasts with the smaller non-Covid-19 dataset, where only 3.7% of images contain potential pandemic imagery.

Figure 1. All 30,0000 images containing masks and a zoomed in selection.
Masks are present in 11.8% of the full image dataset and 3.4% of the non-Covid-19 dataset.
Figure 2. Sample of images identified as including vaccines. Vaccines are present in 20% of the full image dataset and 0.8% of the non-Covid-19 dataset.

The next largest image topic (18% of images) are individuals in business apparel, frequently with microphones and podiums (Figure 3). This bucket largely consists of politicians, courts, broadcast news anchors and miscellaneous public speakers or presenters.

Figure 3. People in suits, podiums, microphones

Images of illustrations or signage (Figure 4) and images of crowds or gatherings (Figure 5) also make a noticeable presence at 8.2% and 6.4%, respectively.

Image 2
Figure 4. Signs, logos, illustrations
Image 3
Figure 5. Crowds, groups of people

non-Covid-19 Coverage

Given the volume of Covid-19 imagery, trends can be more effectively identified by focusing on the smaller dataset that excludes pandemic coverage.

Several themes reoccur with high frequency across countries, with one of the most pronounced being images of groups of people, often outdoors. This theme ranks among the top five in every country analyzed. However, the context of these images exhibits significant variations depending on the country in question. For instance, in the United States, France, and Nigeria, there is a balanced representation of images between generalized crowd scenes and more sizeable civil protest gatherings. In the case of the United States and France, the former subset encompasses a blend of domestic and international visuals, while the latter – those depicting civil protests – predominantly showcase domestic events. This stands in contrast to Nigeria, where imagery sourced from US news features prominently in the nation’s news coverage.

Further examination of images from the United States, France and Egypt is provided in the subsequent sections. For the results of topic modeling related to the remaining five nations, refer to the appendix.

Case Study: France

People holding signs, marching (175 images)

  Headline  Generated Caption
20minutes.fr
20 Minutes Les sages-femmes en grève nationale ce mercredi
A woman holding a sign that says "trop femmes trop sages"
france24.com
France 24 Peru's Fujimori can't be tried over forced sterilizations for now
A group of people holding signs in front of a building
francetvinfo.fr
France TV Info Identité de genre : grosses tensions dans le mouvement féministe sur la place des femmes trans
A group of people holding a sign that says "trans rights are human rights"
bfmtv.com
BFM TV Révocation du droit à l'avortement aux Etats-Unis: existe-t-il un risque similaire en France?
A group of people holding signs and flags
leparisien.fr
Le Parisien Grève à l'hôpital Franco-Britannique contre la refonte des plannings
A group of people standing in front of a banner
cnews.fr
C News Un syndicat de sages-femmes appelle la profession à un «week-end noir»
A group of people marching down a street holding signs
lefigaro.fr
Le Figaro Déçues des annonces du gouvernement, les sages-femmes se préparent à reprendre la grève
A large crowd of people marching down a street
lefigaro.fr
Le Figaro Les sages-femmes à nouveau en grève malgré la revalorisation de 500 euros
A person walking in front of a large banner
bfmtv.com
BFM TV À Lyon, des milliers de personnes se mobilisent contre l'extrême droite
A group of people holding a banner in front of a crowd
20minutes.fr
20 Minutes Entre personnes trans et des militantes féministes, l'éternel débat
A group of people holding a sign that says "terf hors de nos luttes"

Group of people, outdoors (124 images)

  Headline  Generated Caption
france24.com
France 24 Abortion stigma a possible death sentence for Kenyan women - France 24
A woman hanging clothes on a clothes line
20minutes.fr
20 Minutes Cernée par les eaux, elle accouche chez elle avant d’être évacuée en bateau
A group of people in orange suits next to an inflatable boat
cnews.fr
C News Persécution des Ouïghours chinois : Donald Trump met la pression sur Pékin
Two men standing in a dirt field next to a road
lefigaro.fr
Le Figaro Attaque d'une maternité en Afghanistan : les assaillants «sont venus pour tuer les mères»
A man holding a gun standing in front of a building
bfmtv.com
BFM TV "Une calamité nationale": en 1976, la sécheresse était un "cauchemar pour l'agriculture française"
A black-and-white photo of men loading hay onto a truck

Close-up of woman (96 images)

  Headline  Generated Caption
cnews.fr
C News L'ésotropie : quelle est cette maladie dont souffre la petite fille d'Elizabeth II ?
A woman with a short hair cut is wearing a black shirt
france24.com
France 24 Meet Thailand's secret weapon in climate change battle
A woman standing with her arms crossed
bfmtv.com
BFM TV Affiche avec un homme "enceint": la ministre Isabelle Rome apporte son soutien au Planning familial
An older woman with grey hair wearing a white jacket
lefigaro.fr
Le FigaroPieces of a Woman, lorsque l'enfant disparaît…
A woman standing in a room with her head turned to the side
rtl.fr
RTL Maternité: "Être séparée de mon bébé m'angoisse"
A woman in a blue top smiling for the camera

Case Study: United States

Summary The United States imageset is dominated by Roe v. Wade and other abortion legislation coverage. Of 2459 collected images, 360 depict people with signs - largely at public demonstrations and marches. Of that subset, 45% were published in the 3 months following the controversial Supreme Court’s Roe v. Wade reversal that sparked protests across the country.

See below for sample images from the six largest topics. People holding signs (360 images)

  Headline  Generated Caption
NPR
NPR President Trump Addresses Anti-Abortion Rights March for Life
A group of people marching down a street holding signs
FOX
Fox News All the ways Americans are trying to avoid pregnancy in the wake of Dobbs v. Jackson decision
A group of people protesting in front of a building
NYT
NYTA Surge of Overseas Abortion Pills Blunted the Effects of State Abortion Bans
A group of people holding signs in front of the supreme court
Newsmax
Newsmax Left Should Leave the Nuns Alone
A group of people holding signs that say "women for religious freedom"
Yahoo
Yahoo LA City Council racism scandal shows ugly side of creating political maps. Can redistricting reform help?
A person holding a sign that reads ""nury martinez gil cedillo & kevin de león resign now"

Suit and tie, microphone (302 images)

  Headline  Generated Caption
CNN_1
CNN Police charged a California woman with murder after she gave birth to a stillborn baby. Now the...
A person wearing a suit
FOX_1
Fox News Sen. Barrasso slams Biden for flip-flopping position on signing bipartisan infrastructure bill
A person wearing a suit
NPR_1
NPR S.C. law lets health care providers refuse nonemergency care based on beliefs
A man in a black suit and a red tie
CBS_1
CBS Gov. Kathy Hochul pledges $35 million to support abortion providers in New York State
A person speaking at a podium
NYT_1
NYT Texas Lawmaker Warns Citigroup Against Paying for Out-of-State Abortions
A man in a blue suit and red tie

Group of people, standing, outdoors (239 images)

  Headline  Generated Caption
CNN_1
CNNMore protests expected this weekend amid fury and anguish over the Supreme Court's abortion ruling
A woman is crying in a crowd of people
FOX_1
Fox NewsItaly's population may shrink by 11 million people within 50 years, study shows
A crowd of people walking down a street near building
NPR_1
NPRThey're the invisible victims of climate change
A group of men sitting on top of a wooden platform
CBS_2
CBS11 newborns killed as fire tears through hospital in Senegal
A group of people standing on a street
PBS
PBSAging Louisiana prisoners were promised a chance at parole after 10 years. Some are finally free.
A group of men standing next to each other on a sidewalk

Close-up of woman (220 images)

  Headline  Generated Caption
NPR.org
NPR 'Promising Young Woman' And 'Pieces Of A Woman' Examine Trauma And Revenge
A woman in a red coat and a beige sweater
pbs.org
PBS Britney Spears' conservatorship case sparks legislative push
A person with long hair
Newsmax.com
Newsmax Chrissy Teigen Hospitalized for 'Scary' Pregnancy Complication
Chrissy Teigen smiling for the camera
cbsnews.com
CBS Hailey Bieber opens up about a cyst on her ovary "the size of an apple"
A person with long hair
msnbc.com
NBC “Everyone is scared”: The harsh reality of being an OB/GYN in Post-Roe America
A woman in a red shirt is sitting in front of a white brick wall

Buildings, signage (178 images)

  Headline  Generated Caption
npr.org
NPR Missouri's Only Clinic That Provides Abortions Allowed To Remain Open
A sign that reads "planned parenthood" on a building
foxnews.com
FOX News Planned Parenthood in Kansas announces telemedicine abortions
A building that has a sign on the side of it
nytimes.com
NYT Racial Equity in Infrastructure, a U.S. Goal, Is Left to States
A blue and white sign on the side of a building
cbsnews.com
CBS FTC accuses data broker of selling sensitive geolocation data
A sign in front of a building that reads "united states federal trade commision building"
cnn.com
CNN Abortion clinics in the Deep South brace for a post-Roe v. Wade world after Supreme Court reversal
The alabama womens center, located on the campus of the university of alabama

Split picture, two people side-by-side (168 images)

  Headline  Generated Caption
foxnews.com
FOX News Abortion-Communion controversy: Pope Francis elevates bishop who defended serving...
A split photo of a woman and a man
cnn.com
CNN Proposed New York congressional map could pit longtime Democratic members against each other
A side by side picture of a woman and a man
yahoo.com
Yahoo Live results: Democratic Rep. Lauren Underwood faces off against Republican Scott Gryder in Illinois'...
A composite image of a woman and a man
npr.org
NPR Election contests to watch Tuesday in Florida, New York and Oklahoma
A side by side picture of a woman and a man
msnbc.com
NBC Opinion | Jon Stewart's master class on shutting down anti-trans politicians
A couple of people that are sitting down

Case Study: Egypt Group of people, gathering (407 images)

  Headline  Generated Caption
ahram.org.eg
Al-Ahram

تنظيم 22 جلسة دوار للتوعية المجتمعية بأسوان |صور - بوابة الأهرام

Organizing 22 roundabout sessions for community awareness in Aswan

A group of people sitting in a room

almasryalyoum.com
Al-Masry Al-Youm

بسبب غلاء المعيشة.. «موسى» يبدأ تحديد النسل بعد إنجاب 102 طفلا من 12 زوجة - المصري لايت

Because of the high cost of living... "Moses" begins birth control after giving birth to 102 children from 12 wives

A group of people sitting and standing in a field

elwatannews.com
El Watan News

القليوبية تواجه الزيادة السكانية في القرى بمبادرات لخلق فرص عمل

Qalyubia is addressing population increase in the villages with initiatives to create job opportunities

A group of people gathered around a van

ahram.org.eg
Al-Ahram

Egypt spends over EGP 100 mln annually on free family planning methods - Health - Egypt

A group of people on a subway train

elwatannews.com
El Watan News

استمرار الحملة التنشيطية لتنظيم الأسرة بعنوان حقك تنظمي بأسوان - المحافظات

The stimulus campaign for family planning, entitled Your Right to Organize, will continue in Aswan

A group of people sitting on the side of the street

Man wearing suit and tie (299 images)

  Headline  Generated Caption
ahram.org.eg
Al-Ahram

ننشر نص كلمة رئيس الوزراء أمام الندوة التثقيفية للقوات المسلحة

We publish the text of the prime minister's speech before the educational symposium of the armed forces

A man sitting at a desk in front of a microphone

elwatannews.com
El Watan News

أستاذ جغرافيا بشرية: متوسط الإنجاب يصل إلى 5 أطفال لكل امرأة بـ"غزة"

Human geography professor: The average birth rate is 5 children per woman in "Gaza"

A person wearing a suit and tie

ahram.org.eg
Al-Ahram

حملة تنشيطية لتنظيم الأسرة والصحة الإنجابية بالقاهرة - بوابة الأهرام

A promotional campaign for family planning and reproductive health in Cairo

A man sitting at a desk wearing a suit

elwatannews.com
El Watan News

"مجاهد": "100 مليون صحة" تستهدف 28 مليون سيدة على مستوى الجمهورية

"Mujahid": "100 Million Health" targets 28 million women nationwide

A person wearing a suit and tie

elwatannews.com
El Watan News

«الأوقاف»: دورات متخصصة في التوعية بالقضية السكانية للأئمة والواعظات

“Awqaf”: specialized courses in raising awareness of the population issue for imams and female preachers

A man sitting in front of a microphone in a room

Flags, arabic writing (141 images)

  Headline  Generated Caption
ahram.org.eg
Al-Ahram

WHO supplies reach Tigray but fuel shortage stops delivery - Africa - World

A truck driving down a street with a flag on the back of it

elwatannews.com
El Watan News

«2 بس عشان ياخدوا حقهم».. الإفتاء توضح حكم عزل الزوج عن زوجته خشية الإنجاب

“Just to get their rights” The fatwa clarifies the ruling on isolating a husband from his wife for fear of having children

A building with arabic writing on it

ahram.org.eg
Al-Ahram

معلومات الوزراء يستعرض مستقبل شكل الغذاء بالعالم في ظل الأزمات الحالية - بوابة الأهرام

Information Ministers reviews the future of food in the world in light of the current crises

The egyptian flag is shown on a purple background

elwatannews.com
El Watan News

الأمم المتحدة: زواج الأطفال يزيد في الأزمات.. وقضايا العرب قابلة للحل

The United Nations: Child marriage increases in crises... Arab issues can be resolved

A bunch of flags are flying in the air

ahram.org.eg
Al-Ahram

القومي للمرأة يطلق برنامج "جلسات الدوار" لتوعية 10 ملايين مواطن بقضايا تنمية الأسرة - بوابة الأهرام

The National Council for Women launches program to educate 10 million citizens about family development issues

A building that has arabic writing on it

Woman wearing head scarf (140 images)

  Headline  Generated Caption
elwatannews.com
El Watan News

خبير اقتصادي: تجربة الإصلاح ثرية.. ويجب ألا نبالغ في توقعاتنا - مصر

Economist: The experience of reform is rich... and we must not exaggerate our expectations - Egypt

A woman wearing a head scarf talking to someone

ahram.org.eg
Al-Ahram

القباج تستعرض دور الجمعيات الأهلية في مبادرة حياة كريمة |فيديو - بوابة الأهرام

Al-Qabbaj reviews the role of NGOs in the Decent Life Initiative | Video

A woman wearing a hijab is posing for a picture

elwatannews.com
El Watan News

فحص 4.5 مليون سيدة في مبادرة الرئيس لدعم صحة المرأة

Screening 4.5 million women in the President's Initiative to Support Women's Health

A woman wearing glasses and a head scarf

ahram.org.eg
Al-Ahram

الصحة: فحص 4.7 مليون سيدة بمبادرة الرئيس لدعم صحة المرأة

Health: 4.7 million women were screened under the President's initiative to support women's health

A woman wearing a head scarf sitting at a desk

elwatannews.com
El Watan News

زايد: زيادة السكان 2 مليون نسمة تكلف الدولة 54 مليار جنيه في قطاع الصحة

Zayed: Increasing the population by 2 million people will cost the state 54 billion pounds in the health sector

A woman wearing a hijab is giving a speech

Buildings (91 images)

  Headline  Generated Caption
elwatannews.com
El Watan News

إعدام طن ونصف أغذية فاسدة وغلق منشأتين غير مرخصتين بالشرقية

Destroying a ton and a half of spoiled food and closing two unlicensed facilities in Sharkia

A car parked on the side of the road near a building

ahram.org.eg
Al-Ahram

دراسة: الدولة بذلت جهودًا كبيرة لتنظيم وتنمية الأسرة.. لكن الأهداف المأمولة لم تتحقق بعد - بوابة الأهرام

Study: The state has made great efforts to organize and develop the family... but the hoped-for goals have not yet been achieved

A building that has a lot of writing on it

elwatannews.com
El Watan News

الأوقاف»: تنظيم النس«ل من وفاء بر الوالدين للأبناء

“Awqaf”: Birth control is the loyalty of parents to children

A building that has a very large arch on the top

ahram.org.eg
Al-Ahram

Early breast cancer detection up 70% since start of presidential health initiative: Ministry - Health - Egypt

A building that has a sign on the side of the building

elwatannews.com
El Watan News

تعرف على أسماء وتخصصات مستشفيات التأمين الصحي ببورسعيد

Learn about the names and specializations of health insurance hospitals in Port Said

a tall building with a truck parked in front of it

Subtheme Analysis

Key Takeaways
The economy is the most frequently referenced subtheme, especially in Japan and Nigeria, reflecting economic concerns.
Environmental sustainability is a significant subtheme in countries like the U.S., Nigeria, and Egypt, revealing the clear connection between current and future populations and the health of the environment.
Migration coverage varies by national context, such as Nigeria's focus on outflow and the U.S.'s focus on inflow and policy actions.

In linking this investigation with the UNFPA public opinion survey, co-occurrence analysis of subthemes related to population and fertility within the extensive dataset of news articles is critical. Specifically, we examined the frequency of seven distinct subthemes: food, the economy, conflict, the environment, education, and migration. These subthemes were selected in alignment with the YouGov public perception survey conducted by the UNFPA, which aimed to identify areas of hope and concern in the context of population and fertility.

The analysis revealed several key takeaways regarding the co-occurrence of subthemes related to population and fertility within news coverage. Perhaps unsurprisingly, the most commonly referenced subtheme across all countries and regions was the economy. Notably, Japan and Nigeria had an even higher percentage of stories referencing the economy, at 73% and 71%, respectively, suggesting that discussions of population and fertility are often framed within economic contexts in these countries.

In addition to the economy, we found that the environment was also a common subtheme, and in United States, Nigeria, and Egypt, it was the most prevalent at 64%, 66%, and 67%. These suggest that concerns around environmental sustainability in the context of population are substantial within these countries.

We also spent significant time exploring the occurrence of subthemes across our two corpora of data: the 16k news stories related to population and fertility and the 7.91M news stories representing all coverage. Across all subthemes, there was a notable increase in the prevalence in stories relating to the theme of population and fertility. For instance, we observed substantially higher levels of education-related content in population and fertility coverage than in all coverage (23% and 29%, respectively). For a few countries, such as Hungary and Egypt, there was only a slight increase in co-occurrence between migration and population coverage (3% and 5%). For other countries, this increase was more pronounced, on top of an already high prevalence of co-occurrence.

Despite being a less common subtheme, it is significant that the topic of migration appeared in so many population stories. Subthemes like the economy and environment are identified in a high number of stories because those subthemes are broad in nature. Migration, on the other hand, is more targeted. In both the United States and Nigeria, the subtheme of migration appeared in 38% and 33% of stories, respectively.

Nigeria, with its large population, dynamic economic climate, and permeable borders, remains caught in the currents of significant internal and external migration. As such, it is not surprising to see migration as a core theme of the stories within the dataset.

Sample coverage

Regulate migration of nurses, midwives to reduce brain drain, NANNM tells FG Forced Migration, Critical Unemployment’: 10 Things World Bank’s Latest Report Revealed About Nigeria Rape, abuse and violence: Female migrants’ journey to Libya

By contrast to Nigeria, a country which tends to report on migration away from its borders, the United States is generally reporting on an inflow to the country. As the global perspective on migration shifts, recent headlines highlight the challenges and perils of migrants in the United States. Coverage in the US also focused heavily on migration abroad. In US coverage on population and fertility, there were references to the treatment of migrants seeking passage to Europe in Libya, coverage of Ethiopian women seeking employment in Saudi Arabia, and high counts of coverage documenting The Biden administration’s immigration policies. Amidst these political actions, there was also coverage of community stories, including reports on towns notorious for xenophobia embracing immigrants.

Sample coverage

Biden administration looks to protect abortion rights of migrant minors following Dobbs ruling How a Town Famous for Xenophobia Fell in Love With Immigrants The ACLU and others urge border authorities to limit detention of pregnant migrants

Country Analysis

Key Takeaways
The media attention on population and fertility reflects geopolitical influence and an over-indexing of G7 nations.
Non-G7 countries like India, Egypt, Nigeria, China, and Brazil are prominently referenced in the global population conversation.
Specific subthemes like migration, conflict, and education define the countries referenced, influenced by events like the Russian invasion of Ukraine.

In examining the extent of population and fertility within media coverage, it is not only essential to delve into the subthemes shaping the dialogue, but also to recognize whose voices and experiences are being spotlighted in these media ecosystems. These narratives, whether centered on migration or other pressing issues, inevitably reflect the geopolitical landscape and hold powerful influence over our collective understanding of population dynamics. To offer a comprehensive and insightful lens, our analysis investigates the countries most prominently referenced within news articles, shedding light on which nations are at the forefront of this conversation, and contextualizing their roles in the broader discourse on population and fertility.

Below are the countries most referenced in news stories from population and fertility coverage within the eight countries in the survey.

US Nigeria Brazil Egypt
US US NG Nigeria br Brazil EG Egypt
cn China US US gb UK cn China
ca Canada gb UK fr France US US
in India cn China in India et Ethiopia
jp Japan in India ar Argentina in India
mx Mexico ne Niger de Germany jp Japan
ua Ukraine ke Kenya ca Canada sd Sudan
de Germany za South Africa au Australia de Germany
fr France jp Japan es Spain fr France
au Australia gh Ghana jp Japan jo Jordan
France Hungary India Japan
fr France US US in India jp Japan
US US hu Hungary cn China cn China
cn China in India US US th Thailand
jp Japan cn China gb UK US US
es Spain gb UK pk Pakistan ca Canada
ua Ukraine de Germany jp Japan hk Hong Kong
de Germany et Ethiopia bd Bangladesh gb UK
gb UK fr France ca Canada au Australia
ne Netherlands cg Congo de Germany fr France
it Italy jp Japan au Australia de Germany

In this table is a mix of neighboring countries, countries involved in a major global incident, and an over-indexing of G7 nations. If we map coverage across all eight countries and remove the G7 as well as host countries from the data, a more nuanced picture emerges.

Across non-G7 countries, India, Egypt, Nigeria, China, and Brazil were most referenced in population coverage. Removing the countries focused on in this report place China (1153 mentions), Pakistan (297 mentions), Australia (271), Ukraine (240) and Spain (207) as the top 5 non-G7 countries discussed.

What is more interesting; however, are the countries that are covered when discussing the subthemes included in this analysis. Below is a table that highlights the top countries referenced for the subthemes migration, conflict, and education. Take for example, the Russian invasion of Ukraine beginning on February 24, 2022. This event alone has put Ukraine atop conversations of migration and conflict, aside from China. Similarly, devastating floods and internal strife in Pakistan has generated large amounts of coverage referencing the country.

Migration Conflict Education
cn China cn China cn China
ua Ukraine ua Ukraine au Australia
pk Pakistan pk Pakistan pk Pakistan
af Afghanistan af Afghanistan ne Netherlands
mx Mexico au Australia es Spain

Tonal Analysis

Key Takeaways
Tone varies by country, with France and the U.S. providing more negative press on population and fertility.
Some countries like Egypt, Nigeria, and Hungary show more positive coverage, reflecting specific focuses such as government initiatives.
Neutral tone complexity may signify low emotion or a balance of positive and negative scores, reflecting nuanced sentiment analysis.

Complementary to subtheme and geographic analysis, we evaluated the mean tone of articles as seen at a country, theme, and subtheme level. The tone metric is represented as the average sentiment of the document as a whole, ranging from -100 (extremely negative) to +100 (extremely positive), with common values falling between -10 and +10, with 0 indicating neutrality. It is important to note that documents with a tone score close to zero may have a low emotional response or roughly equivalent positive and negative scores, nullifying one another.

Exploration of population coverage in France

In the tone chart above, two countries provided appreciably more negative press, both in general and in reference to population: France and the United States. In French media, and in coverage specific to the theme, the topics of conflict and migration were particularly negative. This is a trend identified beyond just France. For reference, the average tone of population-related coverage by country and topic can be found below.

conflict economy migration education environment
NI -1.7990735 -1.1332536 -2.2608823 -1.0376608 -1.2596234
US -2.822855 -2.3000054 -2.8493226 -2.2860256 -2.2741657
FR -2.9578916 -2.0542673 -3.0600696 -2.0297274 -2.1439938
HU -2.0732955 -1.1078809 -2.119082 -1.4550891 -1.5682669
EG 0.15816758 0.90361382 0.02057857 1.22124754 0.90218745
BR -1.9503599 -0.8451556 -2.0838541 -1.1506355 -1.2478798
IN -2.1252266 -1.2312542 -2.2023146 -1.1579901 -1.4524689
JA -1.7795536 -0.8120797 -1.4608367 -0.8396908 -0.6703812

Sample coverage

Loi immigration : le gouvernement veut créer une carte de séjour pour les professionnels de santé Économie, sécurité, immigration… Le programme des 5 candidats à l’investiture LR L’Espagne aura besoin de ‘millions et de millions de migrants’ dans les prochaines années, estime un ministre espagnol

Amidst the multifaceted landscape of French headlines, several pressing issues emerge as focal points for the nation’s public discourse. Highlights from these stories often encompass business developments, job growth, and challenges within healthcare systems, all against a backdrop of global concerns. From Poland to the United States, impassioned debates surrounding women’s reproductive choices and access to healthcare services echo beyond France’s borders, revealing an international dialogue that continues to hold sway.

The age of COVID-19 has sparked a healthcare crisis wherein the roles and accessibility of midwives have taken center stage. Concurrently, discussions on gender identity and feminism reflect a divided discourse that resonates throughout nations worldwide. As a recurring theme, immigration and aging populations make their presence known in a range of stories, emphasizing their ever-growing importance on both national and global scales.

Exploration of population coverage in Egypt

Analyzing coverage en masse helps to highlight the variation in tone across news organizations and countries. To showcase this variation across countries, we calculated the mean tone of all articles related to the theme excluding Covid-19 and pandemic coverage (16.2K articles), and compared it to the mean tone of all articles (7.91M articles). The differences between the two are stark.

In particular, in Egypt, Nigeria, and Hungary, there exists significantly more positive coverage in articles relating to population. In fact, Egyptian coverage of population and fertility is the only subset of data analyzed that demonstrated a positive average tone. It should be noted that of the countries explored in this report, Egypt is unequivocally the media landscape most dominated by an assortment of state-run entities. Using the surge in coverage from February and March 2022, there are key themes emerging from the coverage.

A key theme highlighted in this coverage were details of initiatives in motion to curb the nation’s population growth. They encompass endeavors in family planning campaigns, the championing of birth control, and the espousal of incentives for smaller families, tracing a conscious effort to rein in the headlong sprint of population growth. A portion of these headlines highlights initiatives zeroing in on the betterment of women’s bodily health, encompassing services such as cancer screenings and the bolstering of reproductive health provisions. Furthermore, the media heralds concerted actions to empower Egypt’s women by fostering educational opportunities and nurturing their political representation.

Sample coverage

طفل كل 13 ثانية.. حوافز إيجابية للأسر لوقف قطار الزيادة السكانية وخفض معدل الإنجاب.. وخبراء: وحده لا يكفي - بوابة الأهرام

وزيرة التخطيط تكشف محاور خطة تنمية الأسرة المصرية - بوابة الأهرام

Amidst the tide of reporting, mentions of government-led developments for citizen welfare recurrently emerge. These pillars of commitment manifest as cash assistance levies, rural development projects, and programs dedicated to fostering “a dignified life” for the Egyptian populace. An undercurrent within the media’s reporting is an emphasis on various public awareness campaigns. These concentrated efforts shed light on fraught topics like population growth, family planning, illegal migration, climate change, and an array of healthcare services.

Sample coverage

المجلس القومى للمرأة ينظم 6 جلسات توعية استهدفت 310 سيدات في قرى أسوان القاهرة : حملة للتوعية بتنظيم الأسرة لمدة ١٢ يومًا في عدد من الأحياء

And finally, a selection of headlines feature partnerships forged between global bodies such as the United Nations Population Fund and local governing authorities. The stories emphasize collaborative endeavors to address formidable challenges, including those posed by burgeoning population growth, climate change, and the pressing need for robust healthcare services.

Sample coverage وزير الصحة اليمني وممثل صندوق الأمم المتحدة للسكان يبحثان تدخلات الصندوق في القطاع الصحي مايا مرسي: «تنمية الأسرة» يستهدف ضبط النمو السكاني وتوفير حافز للمرأة

Conclusion As the world population surpasses 8 billion, this study sheds light on the multifaceted media portrayal of population growth and fertility. The analysis of nearly eight million articles spanning 2020-2022 demonstrated, first and foremost, the significant influence of the Covid-19 pandemic on media coverage, reflecting the interconnectedness of global health and demographic issues, especially in countries like Brazil and India. In coverage specific to population and fertility, the prominence of the economy as a recurring subtheme, differing country-specific trends, and a complex geopolitical landscape underline the interplay of cultural, political, and economic factors.

In addition, the research highlights the variation in tone across countries, revealing both positive and negative sentiment, and underscores the need to perceive demographic changes as deeply intertwined with broader societal and global contexts. Insights into localized concerns, the role of non-G7 nations, and the impact of significant global challenges contribute to an enriched understanding of population and fertility trends.

And lastly, this study highlights the incredible complexity of analyzing media from various countries and information economies and the need for a more nuanced view at a country and journalistic institutional level. Our hope is that this work is a starting point for a larger conversation about how media portray the topics of population and fertility.