This category includes statement of facts or arguments for or against a particular belief, assumption or theory. It aims to provide researchers with ideas to explore in more detail in order to draw plausible conclusions.
Yaya Dub is one of the intriguing phenomena that ever happened in the digital age. Who is Yaya Dub and how did she become so popular within a short period? Why is she getting so much attention among netizens and television viewers not only in the Philippines but also in other countries?
This article applies the scientific approach in trying to understand why a dubber became an overnight celebrity and why she gained so many followers in youtube, and recently, on television.
I was so intrigued by the Yaya Dub phenomenon as virtually everyone I meet knows about it. The mere mention of the phrase evokes familiarity.
I tried to find out in Google’s Keyword Planner what is the monthly search statistics for just the term “Yaya Dub.” The keyword gained 22,200 searches in July and 49,500 in August. I have set the United States as the target country. However, youtube reaches virtually all countries in the world, so I clicked on All Locations as the target for the keyword. It showed 301,260 in July, and 550,980 in August.
But, what about the Philippines where the youtube videos about Yaya Dub originated? Again, I reset the location to the Philippines. The statistics showed 246,210 in July and 451,310 in August. It goes to say that Filipinos account for most of the traffic.
Why this so much traffic for the apparently simple activity such as dubbing? Do viewers obtain benefit from those videos? The ultimate answer in this case presumably is pure entertainment.
What does the literature say about viral or popular videos? What prompts people to share Yaya Dub’s antics?
What scientists say about viral videos
In her dissertation, Izawa (2010) found out that those who had shared or would share the viral videos felt stronger emotions than those who did not share them. These are emotions of happiness, humor, surprise, fear, sadness, and anger.
Upon sharing the videos, those who shared expect the receiver to feel the same way they did. Southgate et al. (2010) confirmed this observation. Since many people use youtube in sharing videos, the platform facilitated the sharing process.
Yaya Dub Videos: The Emotional Content
See the following viral videos of Yaya Dub. Discern which emotions appealed to you most that made you think of sharing the content to your friends.
The videos showed a diversity of emotions aptly expressed by the comedienne. Did it in any way prompt you to share it with your friends? What could have been the motivation of viewers for sharing what they have seen? Do you agree with the findings of the scientists?
Your comments will help affirm or refute the findings.
Izawa, M. (2010). What Makes Viral Videos Viral?: Roles of Emotion, Impression, Utility, and Social Ties in Online Sharing Behavior. PhD thesis, Johns Hopkins University.
Southgate, D., Westoby, N., and Page, G. (2010). Creative determinants of viral video viewing. International Journal of Advertising, 29(3):349–368.
How are research topics arrived at? One of the ways on how to identify a phenomenon worthy of research investigation is to go out on field and ask questions.
This article discusses how research topics in environmental science can be generated through interaction with community members as clients of the research outputs. Specifically, it examined the issue of sea level rise as a pressing issue threatening the rice production capacity of a community living next to Malampaya Sound, a marine biodiversity rich body of water located northeast of Palawan Island. It was once dubbed the ‘fish bowl’ of the Philippines.
The trip yesterday to Abongan, a farming community in the municipality of Taytay located 167 kilometers northeast of Puerto Princesa, Palawan (Figure 1), was a fruitful one. I discovered an environmental issue that could be a good research topic to explore. The rice farmers in that community experience the negative effects of sea level rise – a manifestation of climate change. This issue arose as our research team conducted a focus group discussion with agriculture stakeholders.
Salt water inundated and changed a portion of the farmlands into mangrove stands. The phenomenon started way back in 1994, according to the barangay chairman of Abongan.
Reminded of the environmental economics perspective on evaluating environmental issues, a question popped in my mind: “How much in terms of money is the value lost by farmers each year because of the advancing sea waters?”
The Economic Loss of Rice Farms Due to Sea Level Rise
To objectively examine the issue discussed earlier, let us enumerate and assume the value of the different variables at play in this phenomenon:
Area of farmland affected by sea level rise: 200 hectares
Number of cavans of unhusked rice grains (palay) produced per hectare: 100
Percentage of rice (bigas) produced in a cavan of palay: 25% or 1/4
Price per kilogram of rice: PhP42 or $0.92
Kilograms of rice per cavan: 50
Number of croppings per year: 2
Percentage of return from farm investment: 50%
The net loss of income on annual basis, therefore, can be computed by converting the net income from rice produced per hectare to the number of hectares affected. This is obtained by multiplying the number of kilos of rice produced per hectare to current price. This is equal to 25 cavans or 1,250 kilograms times PhP42 ($0.92); that gives a total of PhP52,500 ($1,150) per hectare.
If 200 hectares are affected by sea level rise each year, the total value of rice yield per hectare will be PhP10,500,000 ($48,300) per cropping season. Since there are two cropping seasons per year, total annual loss in income will be double this amount.
The annual loss in income of farms in Abongan, therefore, will be PhP21,000,000 or $96,600. Since the percentage of return from investment is roughly 50%, the annual loss in net income is half this final value which is the same value obtained for one cropping season, i.e., PhP10,500,000 ($48,300).
The value given above assumes that the area of affected farmland is the same. But farmers observed that saltwater goes further inland each year. This causes anxiety among farm owners especially those whose land lie next to rivers.
Adaptation of Rice Farmers to Sea Level Rise
Currently, some of the farmers build dikes to prevent saltwater from flowing into their farms. There’s also a plan to increase the flow of freshwater from the watershed to their farms.
Further reflecting on the issue, three questions came to my mind:
What species of mangroves successfully settled in the upper reaches of the river next to farms?
What are the other adaptations measures did farmers make to mitigate the advancing waters aside from dikes and increased freshwater flow?
What is the salinity of river water next to farms?
Now, can you appreciate the value of having to go out in the field and identify environmental issues that hound communities? In the process of finding answers to questions, the outcome of your study will be helpful inputs that will empower communities.
Figuring out your research topic in the four corners of the classroom will offer you less ideas to pursue. Get up and explore the world.
The prospects of human population growth may be viewed using two perspectives: the Malthusian and the Cornucopian. The latter views the growth positively; they believe that the larger the population, the better. On the other hand, if it is viewed negatively, this now take on the Malthusian viewpoint where the growth is associated with problems.
The Malthusian Point of View
This principle was named after Thomas Malthus. He believes that once a population increases, more resources are needed to support the growing demand of people. The food becomes insufficient since production could not keep up with the needs of an increased number of people.
Uncontrolled population is a major reason that causes environmental degradation. The theory looked unto resource depletion; degradation of soil, mineral and fuel; famine, crimes, and wars as a result of increased competition in availing of scarce natural resources.
However, the predicted scenarios through time under this theory have some contradictions with the existing population data. Thus, a new thought arose that explains the economic development despite of population growth. Thus, the Cornucopian’s principle started to develop.
Contrary to Malthus’ expectations, the scholars believe that population increase is neither a problem nor harmful to human life. Indeed, it leads to a more developed economy for there is greater number of people who can think and make new inventions.
The Cornucopian’s Principle
The continuous development of technologies from different areas worldwide and the application thereof is the main foundation of this principle. The Cornucopians believe that advances in technologies can give and sustain the needs of the society. The rapid increase in population is positively viewed: more population produces more ideas. Through these, a lot of high technologies and new inventions of systems and devices are carried in to address the problems with increasing human demands as well as improve life. In addition, this view believes that there are enough sources of matter and energy on the earth to cater the rising number of population around the world. So, an increase in food consumption is not an issue.
People become experts and specialized in their fields of interest thus are able to respond efficiently and effectively in the arising problems of society. For instance, advanced technologies in food production helps a lot since more food are produced using new systems.
The Current Reality: Growing Population Affects the Environment Negatively
Many inventions, technologies and new systems are continuously booming. Yes, these help the human beings to cope with the arising human problems. So, the Cornucopians’ thinking has a point.
On the other hand, the Malthusian perspective appears more reliable for we observe that increasing global population lead to increased use of natural resources to meet the growing economic demand. This results to environmental degradation as predicted by Malthus.
We have limited resources. Scarcity on food resources becomes common in many developing countries like Africa and Asia. The report of Food and Agriculture Organization, referred to as the 2013 Global Hunger Index (GHI) from 2008-2012, shows that the global hunger situation has improved since 1990. However, despite the progress made, the level of hunger in the world remains serious in which 870 million people still experience hunger (IFPRI, 2013).
The pollution emitted from production and consumption of natural resources regardless of technological advantages has negative impacts on the ecological aspects of environment especially on the health of human beings. In addition, due to anthropogenic activities, the climatic condition on a global scale is also affected.
Mobility of people affects the ecological condition of the environment. Encroachments of many lands in rural areas for expansion as identified for commercial establishments and different businesses happen. Settlers, then, in these occupied areas move to higher zones or transfer to other places. Environmental degradation, especially in the forested areas, then happens due to the disturbances brought by new settlers (Grimm et al., 2008; Fragkias et al., 2012).
How’s My City?
Population growth is also observed in the City of Puerto Princesa. The total inhabitants of the City in late 1870s was only 573 while the recorded population in year 2010 based on the latest census of the National Statistics Coordinating Board (2010) was 222,673; an increase of 38,760.91% was observed.
During early 1970s to 1990s, the City has 24 urban and 42 rural barangays. However, the classified urban villages around year 1998 until now increased to 35 barangays, while the classified rural regions decreased to 31 barangays.
Since not all families can afford to have their houses in designated areas of the government, some opted to settle in nearby coastal areas that resulted to squatting. Based from the conducted surveys of informal settlers by the city government during 1993 to 2005, there was a total of 5,326 households in 21 coastal areas of the City and 4,999 from various areas.
In order to solve the problem in housing and squatting, the local government launched a City Housing Program in 1993. One of the identified resettlement sites was Barangay Sicsican (CPDO, 2007).
The traffic situation is worsening in urban areas of the City along Rizal Avenue, Malvar Street and within the National Highway of Barangay San Miguel and San Pedro (CPDO, 2007). In year 1985, the Bureau of Land Transportation, Puerto Princesa Branch (1992) registered a total of 2,989 vehicles generally composed of motorcycles and tricycles. There was an increase of about 1,241.39% or 37,105 in year 2012 (40,094 registered vehicles) from year 1992.
Those are just some of the evidences that the Malthusian Theory may be the right after all.
City Planning and Development Office (2007). Socio-economic and physical profile. Puerto Princesa City. Philippines.
Fragkias, M., et al. (2012) Typologies of urbanization projections, effects on land use, biodiversity and ecosystem services. Chapter 7, p. 30-41.
Grimm, N. B., et al. (2008) The changing landscape: ecosystem responses to urbanization and pollution across climatic and societal gradients. 6(5) p. 264–272. Available: www.frontiersinecology.org
Do you have chapped lips? Have you tried different medications to no avail? This may be the solution to your problem. Read on and experience the curative benefits of Aloe vera.
At last, I discovered the best cure to my persistent chapped lips problem. It’s a simple fleshy plant called Aloe vera.
I once learned the curative properties of this plant a few years ago, and it just occurred to me to try it. That’s because I have already tried many remedies to my cracked, injured lips which usually happens when the ambient air is dry.
I tried applying to my lips different sorts of remedy. These include lip balm, petroleum jelly, glossy lipstick, olive oil, and even alum (locally called tawas) that made it even worse (of course).
I was so desperate that I thought I had a serious internal condition. But I didn’t have any bodily symptoms except my painful lips. And boy I’m glad I tried Aloe vera.
What is Aloe vera?
Aloe vera is a succulent plant species. Succulent means a tender, juicy, or fleshy plant. This means that if you hold the leaf of the plant, it is plump.
Once you remove the epidermis or outer leaf material of the plant, a gel in between the covering is revealed. I show a picture of the Aloe vera leaf with about an inch of the epidermis removed below.
How I Used Aloe Vera to Treat My Lips
The procedure I used in using Aloe vera to cure my lips is simple. I removed a leaf from the plant, sliced a little of the upper part of the leaf along its width then made another slice lengthwise, about an inch, to show the jelly-like substance inside it (see picture).
I placed the gelatinous substance (open, dorsal side of the leaf) onto my lips and spread it all over my upper and lower lips. Subconsciously, I ate a little of the gel and tasted it just for curiosity and thinking it is edible.
It took me only about one to two days to see the results. My lips were healed in just a matter of three days, applying the gel only in the morning before going to work and at night before sleeping. It’s some miraculous cure.
The gel works best if the leaf is first cooled in the refrigerator. You will experience the cool, soothing relief of the gel after cutting through the leaf and applying the substance to your lips.
Healing Properties of Aloe vera
Before writing this article, I read a few lines about Aloe vera and discovered its many uses. Traditionally, people use Aloe vera as herbal medicine in many countries. It is a multi-purpose skin treatment. It is an effective moisturizer.
Even in the ancient times, the plant’s healing properties have been recognized. It even earned the name “a plant of immortality.”
Despite the health benefits of Aloe vera, however, there are apprehensions about its medicinal uses. It can be harmful if ingested in large doses. Topical applications seem to be okay.
There is, therefore, a need to study this plant further to confirm whatever possible complications that may arise from its use. There is a clear research gap along this area. For me, however, Aloe vera has shown its curative effects.
The underlying rule to apply if you worry about the harmful effects of medicinal plants is to use them in moderation. Once you have availed of its benefits, stop using it.
That’s just what I did. My lips got cured fast so there’s no need to use Aloe vera anymore. One thing I need to do to make sure I avoid having chapped lips is to drink more water. That will keep me internally hydrated and prevent drying up my lips again.
This article is a case analysis on how a language can be acquired and what language theories can explain it.
Nell’s case is quite peculiar as the movie depicted it. She had developed her own impenetrable language. Some of the words listed and interpreted by Paula Olson, a hot-shot city psychologist are the following:
spee – speak
ga-inja – guardian angel
af or afa – after
felises – happy
kay – cry
bin – been
fearly – afraid
afi – don’t
tata – (if she was scared)
tee in a wind – tree in a wind
From Nell’s utterances that Ms. Olson gathered and interpreted, she concluded that she spoke English.
Since this article aims to zero in on language acquisition, let me discuss some contradicting theories and experiments in order to explain language acquisition. I will explain how Nell spoke such language, and later speak English as the way native speakers do.
The Language Acquisition Theories
Yule (1996) described two experiments to find out how language originates. Here is the first experiment conducted in Egypt.
An Egyptian pharaoh named Psammetichus conducted an experiment with two newborn infants around 600BC. The infants had a mute shepherd as their only human companion for two years. The goats’ bleat or wavering cry was the only thing they heard. After a while, the children were reported to have spontaneously uttered some words, not an Egyptian, but something Phrygian (Indo-European language). It’s the word “bekos” meaning bread. But if one will drop the ‘kos’- ending, it could approximate the sound of the goats’ “beeeh”.
Meanwhile, James IV of Scotland conducted the same experiment in AD1500. The children were reported to have started speaking Hebrew; but when they lived without access to human speech in their early years, they grew up with no language at all.
Interpretation of the Language Experiments
Using the lessons derived from the first experiment, I could explain why Nell had such kind of language. She imitated the words uttered by her mother who was then suffering from stroke. When the mother died, she became alone, wild and unsocialized. Nevertheless, what really amazed me is – why Nell learned to speak English at the end of the movie. Although I heard only the sentence “remember that,” I already assumed that she learned it well.
According to the article, “How Did You Learn to Speak Your Native Language?” I got from the net, there is a critical period (2-7 years) wherein children can master a language. If this is true, any child not hearing language during this period not only will not learn to speak but also will not be able to learn to speak. Two evidences intensify this claim.
The first bit of evidence comes from Victor, the so-called Wild Boy of Aveyron. Victor is the name given to a boy found roaming the woods of Aveyron in southern France toward the end of September 1799. He behaved like a wild animal and gave all indications that wild animals had raised him: eating off the floor, making canine noises, disliking baths and clothes. He also could not speak. Doctor Jean Marc Itard, who had developed a reputation for teaching the deaf to speak, took him in. After years of work, however, Itard failed to teach Victor to more than a few lexemes or words that have meaning.
A similar event unfolded in Los Angeles in 1961 when a 13-year-old girl was discovered who had been isolated in a baby crib most of her life and never spoken to. She was physically immature, had difficulty walking and could not speak. Psychologists at UCLA spent years trying to teach ‘Genie’, as they called her to protect her identity, to speak. While Genie did get to the point that she could communicate, her speech never advanced beyond the point where the language explosion in normal children begins. In other words, she could use words to the same extent as chimpanzees but could not manipulate grammar, as indicated in the prefixes, suffixes and ‘function’ words she used. At middle age, she stopped talking altogether and was soon committed to a mental institution.
(continued on page 2)
However, Nell was quite different from Victor and Genie because she learned to speak English well. Krashen’s Theory of Second Language Acquisition can explain how Nell acquired the language. I will discuss three of Krashen’s hypotheses in the next page that can help explain Nell’s situation.
How can people’s beliefs help keep the environment from destruction? Is there a relationship between intangible things and environmental sustainability? This article shows how indigenous people’s thoughts, beliefs or cultures contribute to environmental sustainability.
The environment is defined as the totality of tangible and intangible things that surround us. Those things that can normally perceive by our five senses are considered as tangible things while things like norms, values, beliefs, culture and traditions are some of the intangible things that greatly influence one’s behavior.
The Pala’wan, anindigenous group of people once living in the hinterlands of Palawan Island in the Philippines, are usually known for these things. They have lots of beliefs and practices that they kept for thousands of years as part of their culture. These beliefs and practices are linked with the environment. Thus, they managed the natural resources effectively. Their ways are compatible with the environment as they adopt simple living (Docto, 2008).
The Pala’wan‘scultural identities, social and spiritual relationships are deeply originated in their area and they believe that the environment is governed by gods and goddesses. In this way, they contribute to the conservation and protection of the environment for they respect their sacred resources (Tauli-Corpuz et al., 2010).
Fear of Owls and Night Herons
The Pala’wans are afraid ofbirds such as owls and night herons, locally known as “gukgok” and “tikwara,” respectively.
What really are the beliefs of the Pala’wans about these species? What causes them to cringe with terror as they hear the sound of these birds?
Let us take a deeper look on these unfounded fear among the indigenous peoples (IPs).
Do not Touch, Catch nor Even Mimic the Calls! You Better Hide Instead!
Through an interview with my dad, I’ve found that the Pala’wans who generally live in the remote areas of southern Palawan, particularly in Quezon and Rizal, harbor the fear of the Rufous Night-heron and the Palawan Scops-owl.
They should not touch, catch or even mimic the calls of these birds, particularly the owl, for they will suffer once they do. They should hide whenever they hear these creatures.
Although my dad is a Pala’wan, and of course I’m a Pala’wan too, we do not subscribe to this belief. However, the IPs in Quezon and Rizal still adhere to this belief; and I know that these beliefs helped conserve the natural resources of the place.
What is the Belief about the Rufous Night-Heron (Nycticorax caledonicus)?
The rufous night-heron, locally known as “tikwara,” is believed to be owned or is a pet of an unseen person. Anyone who dares touch, catch or even imitate the sound that this bird makes will get sick, and even die as a result.
A curse befalls a person if he violates this rule. To be relieved of this curse, he needs to consult an albularyo (a local medicine man) to humbly ask for forgiveness. He goes through a series of rituals; and this is the only remedy to stop the evil consequences.
Can you imagine that police officers themselves were the ones kidnapping or committing extortion to the very citizens they are meant to protect? This article examines the issue and poses questions for research purposes. You might want to help shape enforcement policy by doing research along the questions identified.
A kidnapping and extortion incident broke in the headlines a few days ago in the Philippines. Allegedly, a businessman was held at gunpoint by an organized team of gun-toting individuals.
Someone passing through the scene thought of taking a picture and uploaded the picture in the internet—with success, because it took the attention of the netizens, and most importantly, honest police officers who swore to uphold the law.
Why use the term “honest?” That’s because those gun-toting individuals trapping a vehicle using three privately-owned cars in the picture were police officers themselves! The system of CCTV cameras somehow made out the plate numbers.
What ever happened to the police officers who should be the ones protecting the citizens? And to think that the police officers get their support from the citizens through taxes.
A large part of my salary goes to tax. Indirectly, I am paying these police officers for their services. For what?
It is a sad fact that police officers were involved in that embarrassing situation at broad daylight. How could such thing happen? At least that’s how everyone is treating the whole thing—the police officers are the ones at fault.
This kidnapping incident is actually not the first time that happened in the country. There were similar events that happened in the past. The difference is that those were not so celebrated because nobody documented the operation.
Exploratory Research Questions
I have not yet heard substantial responses from those involved. Is it also possible that they were just victims of a frame up? Who took the picture? Should that person be likewise investigated? Is there a possibility that both sides are actually involved in something nasty or illegal?
Several other questions popped in my mind:
Why did the police officers behave the way they did?
Are they not aware and mindful that the citizens are their primary clientèle as they are paid by the government?
Are their superiors aware of their actions and are also involved? Up to what rank is involved in the illegal activity?
Did their training in the police academy fail to inculcate the proper values?
Did the educational system fail in general?
Did the parents inculcate the right values to their children?
In reference to the last question, Freud advanced that the first five years of a person’s life are crucial to the development of the adult personality (McLeod 2008). Whoever mentored or taught these police officers when they were still young children have influenced their minds and behavior. How were they raised?
Suggested Research Questions to Clarify the Issue
For those taking higher degrees in criminology, answers to the following questions may be sought based on the case described above:
What is the level of commitment of police officers to their duties?
How high is the morale of the officers and the rank-and-file?
Is there a relationship between police officers’ officers’ profile and their propensity to commit crime? Which factor is most influential?
Is there a relationship between the management style of superiors and the behavior of their subordinates?
Is the recruitment system for police officers stringent enough to weed off undesirable individuals from the police force?
Answers to these questions will somehow help institute appropriate government policies to prevent, minimize, reduce or eliminate commission of crimes like this in the future. Research is a powerful tool that well-meaning managers of human resources should consider. Palliative, non-working, hit-and-miss policies or approach that serve to “cure” instead of prevent is more costly.
McLeod, S. A. (2008). Psychosexual Stages. Retrieved from http://www.simplypsychology.org/psychosexual.html
This article describes the mango pulp weevil (MPW), Sternochetusfrigidus, introduced to Palawan province and discovered in 1987. The weevil still lingers as a pest control problem that prevents local mango farmers from exporting their agricultural produce in other places. Find out how the MPW looks like and where it grows. A video is included to show how this pest behaves when disturbed and how fast it can move.
Research still has to find a long-term remedy to the problem of mango pulp weevil (Sternochetusfrigidus) infestation in the province of Palawan in the Philippines where the world-renowned underground river is found. Pest control approaches by farmers have so far been unable to eradicate the pest at source which finds the edible fleshy part of the mango as its favorite breeding place. Hence, the name mango pulp weevil or MPW.
The weevil damages a part of the mango pulp thus reduce the quality of the fruit. For more than two decades, mango growers were unable to export their agricultural produce because the mango pulp weevil will threaten the mango industry in other places.
A post-harvest pest control approach done so far to control the mango pulp weevil include irradiation as quarantine treatment (Padilla 2012). This approach appears to be more economical compared to other post-harvest pest control treatments such as the application of heat and fumigation. Local farmers also apply hit-and-miss approaches to control the weevil at source.
Morphology of the Mango Pulp Weevil
How do these pests look like? Below are pictures of the mango pulp weevil.
These are two of the four MPWs I have found yesterday upon slicing several fruits from our homegrown mango trees. I can feel that they have a hard texture as I turn them around for the right angles to take photos. The insect is quite small (6mm x 4mm) but switching my Panasonic LumixLX5 to macro mode enabled me to take extreme close up shots at a distance of less than one centimeter.
Overall, MPWs have dominant brown color at the underside and an orange dorsal region mottled with dark, charcoal black bands across the pitted wings. Also, the wings have rough tiny keratinous projections that probably aid them in burrowing through the soft pulp upon maturity. The long snout has two antenna with rounded tips.
Behavior of the Mango Pulp Weevil
The two samples in the pictures shown previously were found in just one mango fruit, occupying about two centimeters of the pulp next to the seed. Initially, I thought there was only one but upon closer look, another weevil with neatly folded legs sprang to life after a minute or two.
Below is a video of how fast these pests could walk about. If given the chance, they will fly within a few minutes and enter into a state of suspended animation or diapause. Weevils do not fly great distances but usually stay close to the parent tree until the next fruiting season (Gove et al. 2007).
Consumers in Palawan can still eat at least half of the mangoes because only one side of the fruit is affected. An alternative way of consuming infested fruits is to flesh out the mango pulp and dry it (dried mangoes). The affected area is normally about 3 cm in diameter.
Preventive Measures to Control the Pest
I have not been so keen before on the presence of the mango pulp weevil in the three mango trees we have in our yard. My friend, a City Agriculturist, remarked that I should do something about the mango fruits that fall when ripe as this will infect other healthy mango trees.
Based on her remark and on the readings I made in writing this article, I recommend that the following measures should be made by consumers or mango owners.
Harvest mango fruits as soon as these are mature.
Remove all fallen fruits and destroy pests in infested fruit. Damaged fruits should be buried at least half a meter below the ground to prevent the weevil from completing its life cycle (Catindig and Heong 2005).
Kill the pest right away when found in mango consumed.
Report to authorities illegal shipments of mango from infested sources.
Undertake indigenous ways to control weevil infestation such as natural fumigation or bagging using newspapers or similar material.
For researchers, studying local farmers’ practices in controlling mango pulp weevil infestation can help minimize costs associated with pest control specifically the use of synthetic pesticides. Comparing the efficacy of such practices will help identify low-cost techniques or approaches that will reduce, if not eradicate the mango pulp weevil problem.
Natural pest control measures such as breeding ants that feed on the mango weevil (Renkang and Christian 2007) may also be explored. Are there ants species in Palawan that can qualify as weevil predators? This ecosystem approach, particularly looking at the food web interactions, may be the more viable pest control option.
Is Banning Mango Export the Answer?
While banning the exportation of mango fruits from Palawan will prevent pest outbreak in other places, this caused a great loss to mango farmers in the province. Other efficient ways to control the pest must be considered or its economic impact be examined further.
Moreover, despite the infestation, it seems that only a small percentage of the mango fruits are affected. Without pesticide use, out of 300 mangoes that we have harvested at home, we found only less than 10 fruits with MPW in it. That’s only three percent.
An economic analysis may be done to look at the actual damage caused by this pest. Banning fruit exportation may not really be the answer. Rather, an effective quarantine measure should be applied.
Catindig, J. L. A. and K. L. Heong, 2005. Description of mango pulp weevil. Retrieved on May 27, 2014 from http://www.niaes.affrc.go.jp/techdoc/apasd/Sternochetus%20frigidus%20-B.html
Gove, T.; Joubert; J. P.; and M. S. de Beer; 2007. Literature review on mango seed weevil Sternochetus mangiferae (Fabricius) (Coleoptera: Curculionidae). SA Mango Growers’ Association Research Journal 27, 21-28.
Padilla, L. D. E., 2012. Saving the Phl Super Mango export industry from pulp weevil infestation through irradiation. Retrieved on May 27, 2014 from http://www.bar.gov.ph/digest-home/digest-archives/365-2012-1st-quarter/2055-janmar2012-phl-super-mango-export-industry
RenKang, P. and K. Christian, 2007. The effect of the weaver ant, Oecophylla smaragdina (Hymenoptera: Formicidae), on the mango seed weevil, Sternochetus mangiferae (Coleoptera: Curculionidae), in mango orchards in the Northern Territory of Australia. International Journal of Pest Management, 53(1):15-24.
This article discusses a heart rate t-test analysis using MS Excel Analysis ToolPak add-in. This is based on real data obtained in a personally applied aerobics training program.
Do you know that there is a powerful statistical software residing in the common spreadsheet software that you use everyday or most of the time? If you have installed Microsoft Excel in your computer, chances are, you have not activated a very useful add-in: the Data Analysis ToolPak.
See how MS Excel’s data analysis function was used in analyzing real data on the effect of aerobics on the author’s heart rate.
Statistical Analysis Function of MS Excel
Many students, and even teachers or professors, are not aware that there is a powerful statistical software at their disposal in their everyday interaction with Microsoft Excel. In order to make use of this nifty tool that the not-so-discerning fail to discover, you will need to install it as an Add-in to your existing MS Excel installation. Make sure you have placed your original MS Office DVD in your DVD drive when you do the next steps.
You can activate the Data Analysis ToolPak by following the procedure below (this could vary between versions of MS Excel; this one’s for MS Office 2007):
Open MS Excel,
Click on the Office Button (that round thing at the uppermost left of the spreadsheet),
Look for the Excel Options menu at the bottom right of the box and click it,
Choose Add-ins at the left menu,
Click on the line Analysis ToolPak,
Choose Excel Add-in in the Manage field below left, then hit Go, and
Check the Analysis ToolPak box then click Ok.
You should now see the Data Analysis function at the extreme right of your Data menu in your spreadsheet. You are now ready to use it.
Using the Data Analysis ToolPak to Analyze Heart Rate Data
The aim of this statistical analysis is to test whether there’s really a significant difference in my heart rate eight months ago and last week. This is because in my earlier post titled How to Slow Down Your Heart Rate Through Aerobics, I mentioned that my heart rate is getting slower through time because of aerobics training. But I used the graphical method to plot a trend line. I did not test whether there is a significant difference in my heart rate or not, from the time I started measuring my heart rate compared to the last six weeks’ data.
Now, I would like to answer the question is: “Is there a significant difference in heart rate eight months ago and last six week’s record?”
Student’s t-test will be used to analyze 18 readings taken eight months ago and the last six weeks as data for comparison. I measured my heart rate upon waking up (that ensures I am rested) during each of my three-times a week aerobics sessions.
Why 18? According to Dr. Cooper, the training effect accorded by aerobics could be achieved within six weeks, so I thought my heart rate within six weeks should not change significantly. So that’s six weeks times three equals 18 readings.
Eight months would be a sufficient time to effect a change in my heart rate since I started aerobic running eight months ago. And the trend line in the graph I previously presented shows that my heart rate slows down through time.
These are the assumptions of this t-test analysis and the reason for choosing the sample size.
The Importance of an F-test
Before applying the t-test, the first test you should do to avoid a spurious or false conclusion is to test whether the two groups of data have a different variance. Does one group of data vary more than the other? If they do, then you should not use the t-test. Nonparametric methods such as Mann-Whitney U test should be used instead.
How do you make sure that this may not be the case, that is, that one group of data varies more than the other? The common test to use is an F-test. If no significant difference is detected, then you can go ahead with the t-test.
Here’s an output of the F-test using the Analysis ToolPak of MS Excel:
Notice that the p-value for the test is 0.36 [from P(F<=f) one-tail]. This means that one group of data does not vary more than the other.
How do you know that the difference in variance in the two groups of data using the F-test analysis is not significant? Just look at the p-value of the data analysis output and see whether it is equal to or below 0.05. If it is 0.06 or higher, then the difference in variance is not significant and t-test could now be used.
This result signals me to go on with the t-test analysis. Notice that the mean heart rate during the last six weeks (i.e., 50.28) is lower than that obtained six months ago (i.e. 53.78). Is this really significant?
Result of the t-test
I had run a consistent 30-points per week last August and September 2013 but now I accumulate at least a 50-point week for the last six weeks. This means that I almost doubled my capacity to run. And I should have a significantly lower heart rate than before. In fact, I felt that I can run more than my usual 4 miles and I did run more than 6 miles once a week for the last six weeks.
Below is the output of the t-test analysis using the Analysis ToolPak of MS Excel:
The data shows that there is a significant difference between my heart rate eight months ago and the last three weeks. Why? That’s because the p-value is lower than 0.05 [i.e., P(T<=t) two-tail = 0.0073]. There’s a remote possibility that there is no difference in heart rate 8 months ago and the last six weeks.
I ignored the other p-value because it is one-tail. I just tested whether there is a significant difference or not. But because the p-value in one-tail is also significant, I can confidently say that indeed I have obtained sufficient evidence that aerobics training had slowed down my heart rate, from 54 to 50. Four beats in eight months? That’s amazing. I wonder what will be the lowest heart rate I could achieve with constant training.
This analysis is only true for my case as I used my set of data; but it is possible that the same results could be obtained for a greater number of people.
Do you have a fast heart rate, i.e., more than 80 beats per minute? Chances are, you are either stressed or not getting enough exercise. Find out how aerobics can slow down your heart rate.
I have this nagging question in mind since I decided to undertake an aerobics program using Dr. Kenneth Cooper’s book on aerobics. This is about one’s heart rate getting slower when regularly exercising. Did my heart rate actually slow down because aerobics exercise has become an integral part of my weekly routine?
On page 101 of Dr. Cooper’s book aptly titled “aerobics,” he mentioned that the heart is such a magnificent engine that, when given less work, will work faster and less efficiently. When you make more demands on it through aerobics, it will become more efficient. That means that for a deconditioned man who does not exercise at all, his resting rate is about 80 or more while a conditioned man who exercises regularly, will have a resting heart rate of about 60 beats per minute or less. In 24 hours at rest, a deconditioned man’s heart will have to beat more than a conditioned man. He went on to explain things about the heart and how it becomes stronger and more efficient with training.
While browsing information along this topic, I found out that top athletes have heart rates of less than 30. Miguel Indurain, a top cyclist has a heart rate of 28.
Does Aerobics Slow Down Heart Rate?
I love to do a simple research to test this information although I am aware that there were already studies done to answer this question. I would like to answer the question using myself as the subject of the study and to see my progress. This is my case.
I will deliberately skip the review of literature and go directly to the objective of this experiment. My research question is:
Does aerobics slow down the heart rate through time?
I decided that I will use the graphical approach to find out if my heart rate indeed is slowing down through time. This is what researchers call a time series analysis. Will the heart rate trend be going down?
I recorded my heart rate each time I check my blood pressure upon waking up in the morning using an OMRON REM-1 wrist blood pressure monitor. So, I have added information that I will include in this article – my blood pressure.
I started recording the BP information and heart rate last August 8, 2013 up to this time. I do this routine before my 6 o’clock am run so it’s basically my resting heart rate after 6-8 hours of sleep. There were no significant changes in my lifestyle (i.e., no changes in diet, medication, workload, among other things) since I embarked on the aerobics program.
I plotted data gathered for eight months although I have done aerobics since January 2013. But then I failed to record heart rate or BP data until August 2013.
I found out interesting information after plotting the data in Excel. This is easily done by plotting the date and corresponding BP values and heart rate in one row. I clicked on the Insert menu then hit the Line graph and selected the cells for date, diastolic, systolic, and heart rate values.
Indeed, my heart rate decreased through time as indicated by the heart rate trend line. However, I noticed that the trend for blood pressure goes towards the opposite direction. Both the systolic and diastolic pressure follow an upward trend (Figure 1).
What does this result suggest? This may mean that as the heart grows stronger (low heart beat), the pressure it exerts on the blood vessels also increases. On the other hand, this suggests that my blood vessels become less elastic through time.
This finding requires further reading – a review of literature focused on the relationship between the heart rate of a healthy person and his blood pressure. Is this trend the same for all people who engaged in aerobics and experienced the training effect?
Training effect is the body’s adaptation to a training program manifested by improvement in functional capacity and strength. In my case, this simply means that I am able to run a 6 kilometer stretch of road without stopping to rest. When I started the aerobics program last January 2013, I can barely finish a mile and my legs ached.
Well, whatever the increasing blood pressure means, what is important is that I found out that aerobics does decrease the heart rate through time. On March 4, 2014, I recorded my lowest heart rate ever: 44. And I confirmed this by manually counting my pulse in one minute. And I also discovered that I can lower it at will by breathing deeply.
Where does this training bring me? An athlete friend invited me to join a 10K run last February 23, 2014. He noticed that I jog regularly and assured me that I will be able to finish the distance. I explained that I have been jogging just to address a health issue and is not that confident to test my performance. On second thought, I said why not?
I realized I can make the distance and gained confidence that I could be a marathoner. In fact, I’ve already joined and finished two 10-kilometer runs clocking 1:05 and 1:00, respectively. And I aim to finish the upcoming 10K run next month in less than an hour. This was made possible through serious self-training and with determination.
Do you have high blood pressure? Or easily feel tired after a few exertions? Try aerobics and take control of your health.
Just a note of caution: before engaging in strenuous exercise, have a medical check up to rule out any heart problem.
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